Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.31.0 · метрики 2.5.0 · 2026-08-06 19:30 UTC

milvus-io / milvus-proto

Share Milvus proto files between Milvus repository and SDK repositories

Shell · Go · MakefileApache-2.0★ 49 зірок⑂ 89 форківз лют. 2022 р.Переглянути на GitHub ↗
ТипБібліотекаяк це визначено

milvus-io/milvus-proto має індекс здоров’я 78 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (90/100), найнижчий — AI Readiness (46/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 8 учасників.

78
загалом / 100
Добрий

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»).

78
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 67 калібровано до 78 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).

Власність

The Milvus ProjectОрганізація
1 261 підписник68 публічних репозиторіївз черв. 2019 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
Gogithub.com/milvus-io/milvus-proto/v3v3.0.0-220 днів тому
Gogithub.com/milvus-io/milvus-proto/go-api/v3v3.0.0-220 днів тому

Метрики за категоріями

Життєздатність

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

90Відмінний · 21% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
28.4/36Ритм комітів — 41/52 тижнів із комітами
18/18Обсяг комітів — 100 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year100
human_commit_share1
days_since_last_push0
active_weeks_last_year41
Як обчислюється оцінка
16.2/27Випускає релізи — 50 тегів версій (без релізів GitHub)
36/36Свіжість релізів — останній реліз 20 дн. тому
27/27Ритм релізів — реліз кожні ~12,7 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count50
latest_release_tagv3.0.0
releases_from_tagsтак
days_since_latest_release20
mean_days_between_releases12,7
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.

Спільнота та впровадження

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

48Слабкий · 17% загального індексу
Як обчислюється оцінка
27.3/60Зірки — 49 зірок
16.2/25Форки — 89 форків
3.9/15Спостерігачі — 6 спостерігачів
Використані вхідні дані
forks89
stars49
watchers6
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
readme_badges0
has_contributingні
has_issue_templateні
has_code_of_conductні
readme_badge_services
has_pull_request_templateні

Сталість та врядування

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

84Відмінний · 23% загального індексу
Як обчислюється оцінка
54/54Бас-фактор — на 8 контриб’ютор(ів) припадає половина всіх комітів
20.3/22.5Розподіл комітів — головний контриб’ютор — автор 10% комітів
13.5/13.5Широта контриб’юторів — 46 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations
Використані вхідні дані
bus_factor8
contributors_sampled46
top_contributor_share0,099
Як обчислюється оцінка
16.6/42Вирішення issue — закрито 40% issue
26.9/30Прийняття PR — злито 476/531 вирішених PR
10.4/13Newcomer PR acceptance — злито 4/5 PR від новачків за 30 дн.
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Використані вхідні дані
merged_prs476
open_issues69
closed_issues45
prs_merged_7d10
prs_decided_7d10
prs_merged_30d18
prs_decided_30d23
issue_closed_ratio0,395
closed_unmerged_prs55
first_time_authors_30d2
first_time_prs_merged_30d4
first_time_prs_decided_30d5
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
22.3/25Охоплення власника — 1 261 підписників у milvus-io
25/25Послужний список — 68 публічних репозиторіїв, вік облікового запису ~7 р.
Використані вхідні дані
followers1 261
owner_typeOrganization
is_verified
owner_loginmilvus-io
public_repos68
account_age_days2 612
Як обчислюється оцінка
25/25Опубліковано й доступно — 2 пакет(ів) у go
35/35Свіжість публікацій — остання публікація 20 дн. тому
12/20Історія версій — 2 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesgithub.com/milvus-io/milvus-proto/v3, github.com/milvus-io/milvus-proto/go-api/v3
ecosystemsgo
any_deprecatedні
min_days_since_publish20

Інженерна якість

Чи наявні базові інженерні практики та документація?

60Помірний · 19% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 1 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

50Помірний
Як обчислюється оцінка
30/30README
0/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepage
has_readmeтак
has_docs_dirні
has_descriptionтак

Безпека

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

49Слабкий · 16% загального індексу

Стан безпеки

47Слабкий
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — немає даних
2.2/2.5CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 6 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — немає даних
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 31 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4,7
Виключено з оцінювання (немає даних або не застосовно): branch_protection, packaging, signed_releases. Залишкові ваги перенормовано.
Як обчислюється оцінка
9.5/35Прямі залежності без відомих сповіщень — уражено 1: google.golang.org/grpc v1.46.0 (critical 9.1)
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
32.6/40Немає задавнених сповіщень — 1 пакет(ів) зі сповіщеннями без реакції понад 90 дн.; найдавніше опубліковано 1 015 дн. тому
Використані вхідні дані
sourceosv
advisories48
affected_packages4
assessed_packages7
unassessed_packages0
affected_by_severitycritical 1, high 2, moderate 1
direct_affected_packages1
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень. Залишкові ваги перенормовано. Звірено 7 резолвлених залежностей із OSV. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.

Готовність до ШІ

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

46Слабкий · 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 100 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
10/10Відтворюване середовище — lockfile
10/10Підтверджена практика роботи з агентами — 10 з останніх 100 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_testsтак
lockfilesgo.sum
has_dockerfileні
typed_languageні
bootstrap_filesMakefile
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0,1
toolchain_manifestsgo-api/go.mod, go.mod
dependency_bot_commit_share0
Як обчислюється оцінка
0/45Типізований код — Shell без конфігурації перевірки типів
30/55Керовані розміри файлів — 5/11 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageShell
largest_source_bytes1 335 786
source_files_sampled11
oversized_source_files5
Як обчислюється оцінка
40/40Схема API (OpenAPI/GraphQL/proto) — proto/common.proto, proto/feder.proto, proto/milvus.proto, proto/msg.proto, proto/rg.proto, proto/schema.proto, proto/tokenizer.proto
0/20Сервер MCP
0/40Придатні до запуску приклади
Використані вхідні дані
example_dirs
has_mcp_signalні
api_schema_filesproto/common.proto, proto/feder.proto, proto/milvus.proto, proto/msg.proto, proto/rg.proto, proto/schema.proto, proto/tokenizer.proto

Ключові факти

49зірок GitHub
46контриб'юторів
100комітів за останні 12 місяців
0днів від останнього пушу
50релізів
8бас-фактор
69відкритих issue
Goпакетних екосистем

Попередження щодо збору даних

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

Докладніше

Історія зірок і форків 0 ★ / 89 ⇿
0Зірки
89Форки
46Релізи

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.

0204060801008832022-022024-052026-07
Мажорні 0Мінорні 1Патчі 43

Кожна точка охоплює 4 днів.

OpenSSF Scorecard 4.7 / 10
4.7сукупно

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 · 2026-08-06 19:29 UTC

10Binary-Artifactsno binaries found in the repo
н/дBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
9CI-Tests29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
н/дPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities31 existing vulnerabilities detected
Прямі залежності 2
РеєстрПакетОбмеження версіїМаніфест
Gogoogle.golang.org/grpcv1.46.0go-api/go.mod
Gogoogle.golang.org/protobufv1.33.0go-api/go.mod
Усі залежності 7

Повний розв'язаний набір залежностей із графа залежностей GitHub: 2 прямих і 5 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
Gogoogle.golang.org/grpcv1.46.0пряма
Gogoogle.golang.org/protobufv1.33.0пряма
Gogithub.com/golang/protobufv1.5.2непряма
Gogolang.org/x/netv0.0.0-20201021035429-f5854403a974непряма
Gogolang.org/x/sysv0.0.0-20210119212857-b64e53b001e4непряма
Gogolang.org/x/textv0.3.3непряма
Gogoogle.golang.org/genprotov0.0.0-20200526211855-cb27e3aa2013непряма
Сповіщення про залежності 4

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 7 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 4 мають відомі сповіщення, з них 1 прямі.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
google.golang.org/grpcv1.46.0прямакритична61.82.1
golang.org/x/netv0.0.0-20201021035429-f5854403a974непрямависока3412.0.2
golang.org/x/textv0.3.3непрямависока50.39.0
golang.org/x/sysv0.0.0-20210119212857-b64e53b001e4непрямапомірна31.18.2

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": {
    "icon": {
      "bytes": 10057,
      "width": 256,
      "height": 256,
      "rejected": [],
      "collected": true,
      "media_type": "image/png",
      "source_url": "https://avatars.githubusercontent.com/u/51735404?v=4&s=256",
      "source_type": "avatar",
      "content_hash": "a4817cb7a4e066f1e14c4ae128e543244892c0eb558b5a647c2d570effc2f695",
      "candidates_considered": 1
    },
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 8337,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Go": 4078,
        "CMake": 1230,
        "Shell": 5541,
        "Makefile": 1678
      },
      "pushed_at": "2026-08-06T08:40:13Z",
      "created_at": "2022-02-23T06:33:33Z",
      "owner_type": "Organization",
      "updated_at": "2026-08-06T08:15:32Z",
      "description": "Share Milvus proto files between Milvus repository and SDK repositories",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Shell",
      "significant_languages": [
        "Shell",
        "Go",
        "Makefile"
      ]
    },
    "owner": {
      "blog": "https://milvus.io/",
      "name": "The Milvus Project",
      "type": "Organization",
      "login": "milvus-io",
      "company": null,
      "location": "San Francisco",
      "followers": 1261,
      "avatar_url": "https://avatars.githubusercontent.com/u/51735404?v=4",
      "created_at": "2019-06-12T06:10:40Z",
      "is_verified": null,
      "public_repos": 68,
      "account_age_days": 2612
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v3.0.0",
          "kind": "major",
          "published_at": "2026-07-17T06:39:02Z"
        },
        {
          "tag": "v3.0.0-beta",
          "kind": "prerelease",
          "published_at": "2026-04-27T11:33:19Z"
        },
        {
          "tag": "v2.6.22",
          "kind": "patch",
          "published_at": "2026-07-07T01:08:25Z"
        },
        {
          "tag": "v2.6.21",
          "kind": "patch",
          "published_at": "2026-07-07T01:08:25Z"
        },
        {
          "tag": "v2.6.20",
          "kind": "patch",
          "published_at": "2026-07-07T01:08:25Z"
        },
        {
          "tag": "v2.6.19",
          "kind": "patch",
          "published_at": "2026-06-12T10:30:15Z"
        },
        {
          "tag": "v2.6.18",
          "kind": "patch",
          "published_at": "2026-05-14T12:20:06Z"
        },
        {
          "tag": "v2.6.17",
          "kind": "patch",
          "published_at": "2026-04-24T08:35:39Z"
        },
        {
          "tag": "v2.6.16",
          "kind": "patch",
          "published_at": "2026-04-24T08:35:39Z"
        },
        {
          "tag": "v2.6.15",
          "kind": "patch",
          "published_at": "2026-03-25T06:15:24Z"
        },
        {
          "tag": "v2.6.14",
          "kind": "patch",
          "published_at": "2026-03-25T06:15:24Z"
        },
        {
          "tag": "v2.6.13",
          "kind": "patch",
          "published_at": "2026-02-04T06:51:44Z"
        },
        {
          "tag": "v2.6.12",
          "kind": "patch",
          "published_at": "2026-02-04T06:51:44Z"
        },
        {
          "tag": "v2.6.11",
          "kind": "patch",
          "published_at": "2026-01-28T06:59:28Z"
        },
        {
          "tag": "v2.6.10",
          "kind": "patch",
          "published_at": "2026-01-13T02:49:22Z"
        },
        {
          "tag": "v2.6.9",
          "kind": "patch",
          "published_at": "2026-01-13T02:49:22Z"
        },
        {
          "tag": "v2.6.8",
          "kind": "patch",
          "published_at": "2025-12-24T03:45:13Z"
        },
        {
          "tag": "v2.6.7",
          "kind": "patch",
          "published_at": "2025-11-17T09:31:34Z"
        },
        {
          "tag": "v2.6.6",
          "kind": "patch",
          "published_at": "2025-11-03T08:39:29Z"
        },
        {
          "tag": "v2.6.5",
          "kind": "patch",
          "published_at": "2025-09-18T11:35:53Z"
        },
        {
          "tag": "v2.6.4",
          "kind": "patch",
          "published_at": "2025-09-18T11:35:53Z"
        },
        {
          "tag": "v2.6.3",
          "kind": "patch",
          "published_at": "2025-09-18T11:35:53Z"
        },
        {
          "tag": "v2.6.2",
          "kind": "patch",
          "published_at": "2025-09-03T08:05:46Z"
        },
        {
          "tag": "v2.6.1",
          "kind": "patch",
          "published_at": "2025-08-19T02:43:38Z"
        },
        {
          "tag": "v2.6.0",
          "kind": "minor",
          "published_at": "2025-07-30T03:13:30Z"
        },
        {
          "tag": "v2.6.0-rc.1",
          "kind": "prerelease",
          "published_at": "2025-06-04T03:22:24Z"
        },
        {
          "tag": "v2.5.27",
          "kind": "patch",
          "published_at": "2025-09-23T10:55:56Z"
        },
        {
          "tag": "v2.5.26",
          "kind": "patch",
          "published_at": "2025-09-23T10:55:56Z"
        },
        {
          "tag": "v2.5.25",
          "kind": "patch",
          "published_at": "2025-09-23T10:55:56Z"
        },
        {
          "tag": "v2.5.24",
          "kind": "patch",
          "published_at": "2025-09-23T10:55:56Z"
        },
        {
          "tag": "v2.5.23",
          "kind": "patch",
          "published_at": "2025-09-23T10:55:56Z"
        },
        {
          "tag": "v2.5.22",
          "kind": "patch",
          "published_at": "2025-09-23T10:55:56Z"
        },
        {
          "tag": "v2.5.21",
          "kind": "patch",
          "published_at": "2025-09-23T10:55:56Z"
        },
        {
          "tag": "v2.5.20",
          "kind": "patch",
          "published_at": "2025-09-23T10:55:56Z"
        },
        {
          "tag": "v2.5.19",
          "kind": "patch",
          "published_at": "2025-09-23T10:55:56Z"
        },
        {
          "tag": "v2.5.18",
          "kind": "patch",
          "published_at": "2025-08-22T06:29:40Z"
        },
        {
          "tag": "v2.5.17",
          "kind": "patch",
          "published_at": "2025-05-27T03:30:22Z"
        },
        {
          "tag": "v2.5.16",
          "kind": "patch",
          "published_at": "2025-05-27T03:30:22Z"
        },
        {
          "tag": "v2.5.15",
          "kind": "patch",
          "published_at": "2025-05-27T03:30:22Z"
        },
        {
          "tag": "v2.5.14",
          "kind": "patch",
          "published_at": "2025-05-27T03:30:22Z"
        },
        {
          "tag": "v2.5.13",
          "kind": "patch",
          "published_at": "2025-05-27T03:30:22Z"
        },
        {
          "tag": "v2.5.12",
          "kind": "patch",
          "published_at": "2025-05-14T09:16:16Z"
        },
        {
          "tag": "v2.5.11",
          "kind": "patch",
          "published_at": "2025-04-22T07:00:30Z"
        },
        {
          "tag": "v2.5.10",
          "kind": "patch",
          "published_at": "2025-03-26T03:12:12Z"
        },
        {
          "tag": "v2.5.9",
          "kind": "patch",
          "published_at": "2025-03-26T03:12:12Z"
        },
        {
          "tag": "v2.5.8",
          "kind": "patch",
          "published_at": "2025-03-26T03:12:12Z"
        },
        {
          "tag": "v2.5.7",
          "kind": "patch",
          "published_at": "2025-02-25T10:31:50Z"
        },
        {
          "tag": "v2.5.6",
          "kind": "patch",
          "published_at": "2025-02-25T10:31:50Z"
        },
        {
          "tag": "v2.4.24",
          "kind": "patch",
          "published_at": "2025-03-19T13:18:04Z"
        },
        {
          "tag": "v2.4.23",
          "kind": "patch",
          "published_at": "2025-02-26T02:13:49Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "16b288837fbd736f0b8760674fe099dc921043f7",
          "body": "GetPartitionStatisticsRequest was missing the privilege_ext_obj\nannotation that its sibling GetCollectionStatisticsRequest already\ncarries. Because milvus's PrivilegeInterceptor treats a request with\nno privilege_ext annotation as \"no permission required\" and lets it\nthrough (fail-open), an authenti\n[…]\n without PrivilegeGetStatistics will now be\ndenied once milvus core bumps this proto.\n\nSigned-off-by: shaoting-huang <shaoting.huang@zilliz.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: add privilege_ext to GetPartitionStatisticsRequest for RBAC (#652)",
          "author_name": "sthuang",
          "author_login": "shaoting-huang",
          "committed_at": "2026-08-06T08:14:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "80c3763577dda79a621377f6c3fae2822918566d",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "fix: preserve existing RLS proto contracts (#651)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2026-08-06T01:14:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e994281e8de4556950e6f835f163c23c69c50917",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "support element-null (#649)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-08-05T03:00:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c45eae9e4268c8d5d8aac2bd4b61b902d10d7bae",
          "body": "…nscaled int64 (#650)\n\nSigned-off-by: Ayush KAshyap <kashyap11ayush02@gmail.com>",
          "is_bot": false,
          "headline": "doc: define canonical Decimal wire encoding as 8-byte little-endian u…",
          "author_name": "L1ric",
          "author_login": "AyushKashyapII",
          "committed_at": "2026-08-04T09:46:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "659295cc95a304b13c78efb4c8dbaab74bb6d66b",
          "body": "Binlog import (import option backup=true) and L0 import read Milvus's own\ninternal storage layout rather than a caller staging area, which is outside\nthe target collection's namespace. Add a cluster-level privilege so that\ncapability can be authorized separately from the collection-level Import\nprivilege.\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add PrivilegeImportBinlog object privilege (#643)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-08-03T06:38:12Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3f6306acacc3ad46750ad34251efe73c6629f222",
          "body": "…tFile (#641)\n\nAdd a generic common.IDRange {begin, end} message and an optional\npre_allocated_auto_ids field on ImportFile. When set, an import\nmaterializes autoID primary keys from the given per-file range instead of\nallocating them locally, so the resulting primary keys are deterministic\nand know\n[…]\n the import; unset keeps the existing\nallocate-during-import behavior.\n\nissue: #642\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "enhance: add common.IDRange and a pre-allocated autoID range to Impor…",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-08-03T05:24:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "48e24f4fb2b022de81f25565fe379430857172e1",
          "body": "#647 declared PushClientCommandRequest.ttl_seconds `optional` so a server could\napply a default to callers that omitted it while leaving an explicit 0 --\ndocumented as \"no expiry\" -- alone. That reasoning does not survive contact\nwith proto3 implicit presence, and the change costs source compatibili\n[…]\niles.\n\n\nClaude-Session: https://claude.ai/code/session_01GbRxbvRv5qaXVXpNGZLQpW\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: revert ttl_seconds to a plain int64, keeping command_id (#648)",
          "author_name": "James",
          "author_login": "xiaofan-luan",
          "committed_at": "2026-08-01T18:02:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "878676f4dd82666cb8cdb595f4fb4ebfb81982f5",
          "body": "…ed by id (#647)\n\nTwo fields the client-telemetry surface needs, found while auditing it in\nmilvus-io/milvus#51967.\n\n## optional ttl_seconds\n\nThe field is documented as \"0 = no expiry, >0 = auto-expire in seconds\", but a\nplain proto3 int64 cannot tell an omitted field from an explicit 0. That leaves\n[…]\ndded.\n\n\nClaude-Session: https://claude.ai/code/session_01GbRxbvRv5qaXVXpNGZLQpW\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "enhance: give ttl_seconds presence and let telemetry replies be fetch…",
          "author_name": "James",
          "author_login": "xiaofan-luan",
          "committed_at": "2026-08-01T01:19:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6a3828688f2770ff791b85debc595fd6238618c0",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "fix: use dedicated privileges for RLS management (#645)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2026-07-29T10:30:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f7d27f3eb7fe02b8598806f01ea1b03f19b721e",
          "body": "* feat: add async snapshot export job APIs\n\nissue: #44358\n\nExportSnapshot currently returns only after provider-side copies finish,\nwhich prevents durable progress tracking and restart recovery.\n\nAdd the job-based export response and GetExportSnapshotState contract while\nretaining field 2 as depreca\n[…]\ned by a completed export bundle and remains zero before\ncompletion.\n\nValidation:\n- git diff --check\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>\n\n---------\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add async snapshot export job APIs (#644)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-07-29T03:56:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "22b6017dd46a0ad4a0c774dd7302d99da315b029",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "support recursively array schema (#640)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-07-28T08:48:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f95888a4df32707d2bf1b76c56efb7d5c81370ea",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add row-level security proto APIs (#628)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2026-07-27T09:18:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "41abf2b28511609f29ccd151905d5928111a9227",
          "body": "* feat: add UUIDArray to IDs proto for type-safe UUID primary keys\n\nAdd UUIDArray message (repeated bytes, each element 16 bytes) and\nuuid_id = 3 to the IDs oneof so UUID primary keys have a dedicated\nfield instead of sharing StrId with VarChar keys.\n\nThis makes ParseIDs2PrimaryKeys type-safe withou\n[…]\nol25@users.noreply.github.com>\n\n---------\n\nSigned-off-by: Shreyas S Joshi <156504459+BlackPool25@users.noreply.github.com>\nSigned-off-by: Shreyas Joshi <156504459+BlackPool25@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add UUIDArray to IDs proto for type-safe UUID primary keys (#639)",
          "author_name": "Shreyas S Joshi",
          "author_login": "BlackPool25",
          "committed_at": "2026-07-24T04:12:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dd14a6584383e58d20f32f39d1a43890ec5771e0",
          "body": "Add UUID = 28 to the DataType enum for native UUID primary key\nsupport in Milvus. UUIDs are stored as 16-byte binary values.\n\n- proto/schema.proto: UUID = 28 added between Mol (27) and BinaryVector (100)\n- go-api/schemapb/schema.pb.go: DataType_UUID const, name map, and value map\n\nThe proto validate\n[…]\nssfully with:\n  python -m grpc_tools.protoc -I ./proto --python_out=. ./proto/schema.proto\n\nissue: milvus-io/milvus#50957\n\nSigned-off-by: Shreyas Joshi <156504459+BlackPool25@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add UUID field type to DataType enum (#636)",
          "author_name": "Shreyas S Joshi",
          "author_login": "BlackPool25",
          "committed_at": "2026-07-19T03:12:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0fb0d5bcf2e2ff4dff30683e5aa0f8991a20d011",
          "body": "Signed-off-by: Ayush KAshyap <kashyap11ayush02@gmail.com>",
          "is_bot": false,
          "headline": "feat: add Decimal DataType for fixed-point numeric fields (#630)",
          "author_name": "L1ric",
          "author_login": "AyushKashyapII",
          "committed_at": "2026-07-13T19:08:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7efdf25099dd41c8215f47b7a6525aa0e22eea32",
          "body": "… (#632)\n\nproto3 forbids raw binary in a string field (UTF-8 enforced), so a client\npre-built membership-filter blob (bloom/roaring/bitset) currently has to be\nbase64-encoded onto string_val (~33% inflation). Add a bytes bytes_val = 6\nvariant to the TemplateValue oneof so such blobs travel as raw bytes.\n\nSigned-off-by: xiaofanluan <xf@hjjaq.com>\nCo-authored-by: xiaofanluan <xf@hjjaq.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add bytes_val to TemplateValue for raw binary expression params…",
          "author_name": "James",
          "author_login": "xiaofan-luan",
          "committed_at": "2026-07-12T21:23:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1aa0f3b3f5b6a073ac8186ca0db15b2a7dc618a3",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "add namespace APIs (#626)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2026-07-01T11:20:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa142bbae2e03e20277d807af6218590d8da9e40",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "add prewarm task api (#624)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2026-06-30T12:04:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f36c2a6b3279bceb2cafd376b03e4e00490cdcfe",
          "body": "* add Date and Time Datatype\n\nSigned-off-by: Ilya <qubelord777@gmail.com>\n\n* updated go-api\n\nSigned-off-by: Ilya <qubelord777@gmail.com>\n\n---------\n\nSigned-off-by: Ilya <qubelord777@gmail.com>",
          "is_bot": false,
          "headline": "add Date and Time Datatype (#621)",
          "author_name": "Eelyousha",
          "author_login": "Eelyousha",
          "committed_at": "2026-06-30T08:44:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0912ffa3f8efe9cd45ed836b58734d82370c7f57",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "add prewarm api (#622)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2026-06-29T09:42:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7262f8042a558016722cced7800ee2acd37f47fa",
          "body": "Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "Add chain api proto (#620)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2026-06-25T07:56:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e378dbfa23a2abc16378e8c7e525754c48d82e4b",
          "body": "Signed-off-by: alohaha22 <shawn.work1229@outlook.com>",
          "is_bot": false,
          "headline": "Add inclusive start option to DumpMessages (#616)",
          "author_name": "alohaha22",
          "author_login": "alohaha22",
          "committed_at": "2026-06-15T06:22:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d04ae0302d3201bae6552804f561ce19e7fa3e41",
          "body": "issue: #613\n\nSigned-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: add predicate payload to DeleteRequest (#613) (#614)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-06-15T03:18:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43795e8f8f6eac62d673592f9ad28ea6ea3acdad",
          "body": "Summary:\n- Add role descriptions and the AlterRole RPC contract.\n- Add MsgType_AlterRole and regenerate Go bindings.\n\nRationale:\n- Role descriptions need a single proto field for create, read, and edit paths.\n- AlterRole uses role_name as the locator and description as the only mutable role field.\n\n\n[…]\npi && go build ./... > /tmp/build.log 2>&1; echo exit=0\n- cd go-api && gofmt -l .\n- rg generated GetDescription getters and MsgType_AlterRole\n\nSigned-off-by: shaoting-huang <shaoting.huang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add AlterRole proto (#611)",
          "author_name": "sthuang",
          "author_login": "shaoting-huang",
          "committed_at": "2026-06-12T10:06:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2dd6aa4596bc198b66f7c56d9763d1758032623b",
          "body": "Summary:\n- Add description fields to credential create/update requests and user results.\n- Regenerate the Go API binding for the milvus proto schema.\n\nRationale:\n- Request description fields are proto3 optional so callers can distinguish omitted values from an explicit empty string.\n- UserResult exp\n[…]\n(exit=0)\n- cd go-api && go build ./... > /tmp/build.log 2>&1; echo exit=$? (exit=0)\n- gofmt -l go-api\n- rg generated GetDescription accessors\n\nSigned-off-by: shaoting-huang <shaoting.huang@zilliz.com>",
          "is_bot": false,
          "headline": "feat(rbac): add credential user descriptions (#610)",
          "author_name": "sthuang",
          "author_login": "shaoting-huang",
          "committed_at": "2026-06-12T09:56:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8daa6dc555e6a42c3c5b83cf6386e94bd783481c",
          "body": "* Remove index_status from AlterCollectionSchemaResponse\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>\n\n* Add drop function output fields flag\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>\n\n---------\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>",
          "is_bot": false,
          "headline": "Update AlterCollectionSchema drop proto fields (#608)",
          "author_name": "sijie-ni-0214",
          "author_login": "sijie-ni-0214",
          "committed_at": "2026-06-11T03:34:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e90ee63ad3fceea966ff1a051db5b4e4deec76b6",
          "body": "* feat: add external snapshot restore proto\n\nAdd the RestoreExternalSnapshot service API and request/response messages.\n\nDefine a dedicated RestoreExternalSnapshot privilege for global restore authorization.\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>\n\n* feat: add snapshot foreign storage API field\n[…]\nttings.\n\nValidation:\n\n- git diff --check\n\n- rg old snapshot storage field names in proto and go-api\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>\n\n---------\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add snapshot export and external restore APIs (#612)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-06-08T07:14:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "489331a5a41f5bf733f09a147b99fc9420b4f881",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "Add namespace field in DeleteRequest (#606)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2026-05-26T09:38:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "551b5154e14318a76761fdeaf2ce1c2ccf781892",
          "body": "Add a per-level search_size field so search aggregation can request a larger candidate bucket budget without changing returned bucket size.\n\nSigned-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add search aggregation search size (#600)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-05-15T06:14:23Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9b60a053353ff0ab6ec9b8bdb8d2ac5ef4292795",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "add AddCollectionStructField API (#602)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-05-14T12:18:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6a2887cfded61a9cc4b8b3e8bc541cf3e706b1a",
          "body": "Allow PR automation to match numeric release branches like 3.0 instead\nof only 2.x.\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: support x.y version branches in Mergify rules (#597)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2026-05-06T12:02:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5b77584c71047f3360c6e48b307ad96aedbb17d",
          "body": "Signed-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: add external spec to refresh job info (#595)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-05-06T06:44:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c9f705f3cc7fa4525db53d0cca8950d87fb231c9",
          "body": "Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Bump package go-api/v2 to go-api/v3 (#592)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2026-04-28T09:23:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35123cf8e6bf46f5b7a76a0a02303b9ec9294899",
          "body": "Signed-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add search aggregation proto contracts (#48971) (#589)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-04-24T09:45:39Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "440b7668b9e384fbb160ba33120b2e6c8dcb6795",
          "body": "…587)\n\nRename Extension.ReportRefused to a more general ReportAction(..., action\nstring), so additional out-of-band audit events (e.g. restful-return) can be\ndispatched through the same entry point without further expanding the\nExtension interface.\n\nSigned-off-by: aoiasd <zhicheng.yue@zilliz.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "enhance: generalize hook Extension.ReportRefused into ReportAction (#…",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2026-04-24T08:35:39Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "04b6d9ff464428b8a1bc45e15d6af0010a9f00e6",
          "body": "issue: #49241\n\nIntroduce FieldPartialUpdateOp and attach it to UpsertRequest.field_ops\nso upsert requests can carry field-level partial-update directives.\nFieldData remains a pure data carrier to avoid leaking op semantics\ninto InsertRequest / QueryResults / SearchResultData / msgstream paths\nand to\n[…]\nejected by\nthe server.\n\nproto3 unknown-field semantics keep the change backward compatible:\nolder servers simply ignore field_ops and fall back to REPLACE.\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add FieldPartialUpdateOp for Array field partial update ops (#586)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-04-22T10:09:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "07e91f18b271b2aeb5ac8f973c8369ccc0f02dc2",
          "body": "Extend DropRequest oneof identifier with function_name field,\nenabling drop function with cascade deletion of output fields.\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add function_name to AlterCollectionSchema DropRequest (#583)",
          "author_name": "sijie-ni-0214",
          "author_login": "sijie-ni-0214",
          "committed_at": "2026-04-22T03:35:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28760e7d66edf6513199deca6547298a9cca4cb7",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "support null for struct (#578)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-04-20T04:01:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08c2505b8be198f2feeb744badccc99cf57e88f4",
          "body": "Signed-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: change order_by values to group by values (#582)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-04-13T07:45:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53649783989c45dcc7907f337d9f6cb34ca3fd94",
          "body": "issue: https://github.com/milvus-io/milvus/issues/44358\n\nAdd Pin/Unpin snapshot data RPCs to protect snapshot-referenced data\nfrom GC during restore operations. Pin returns a unique pin_id for\nlater Unpin. Includes optional TTL support and Global-level RBAC\nprivileges (PrivilegePinSnapshotData=87, PrivilegeUnpinSnapshotData=88).\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add PinSnapshotData and UnpinSnapshotData APIs (#576)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-03-23T08:15:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe1b25e57c40e2faf4fc55cfda213dfbcb59ef49",
          "body": "issue: https://github.com/milvus-io/milvus/issues/44358\n\nAdd compaction_protection_seconds field to CreateSnapshotRequest,\nallowing users to specify a duration during which snapshot-referenced\nsegments are protected from compaction.\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add compaction_protection_seconds to CreateSnapshotRequest (#574)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-03-12T11:49:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f6191ed80e3b7733d4fc2a2fa62c0444583349c1",
          "body": "issue: milvus-io/milvus#44358\n\n- Change snapshot privilege object_type from Global to Collection\n- Add db_name and collection_name fields to DropSnapshotRequest\n  and DescribeSnapshotRequest for collection-level authorization\n- Add target_db_name and target_collection_name to\n  RestoreSnapshotRequest for cross-collection restore support\n- Remove privilege check from GetRestoreSnapshotStateRequest\n  since it only queries job status by job_id\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Bind snapshot lifecycle to collection scope (#573)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-03-09T10:33:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b5776d31f2b1dc1591e4fa6229e0840b674d031",
          "body": "…568)\n\nAdd proto definitions for data salvage feature in force failover:\n\n1. Add salvage_checkpoint to GetReplicateInfoResponse\n   - Captured during force promote\n   - Represents the last synced position from the old primary\n   - Used by data salvage tools to determine starting position\n\n2. Add Dump\n[…]\ndd DumpMessages RPC to MilvusService\n   - Streaming RPC for dumping WAL messages\n   - Typically used after force failover to recover unsync'd messages\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add DumpMessages API and salvage_checkpoint for data salvage (#…",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-03-09T06:35:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e7e54d966ef2b203b9e3d8ee7439212e1a097b29",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "Support element-level for Query (#572)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-03-04T06:25:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2c299650f7e5a2b66777ed4948dcd54d5547dbd",
          "body": "…#557)\n\nissue: #45881\n\nThis commit adds proto definitions for refreshing external table data:\n\n- Add RefreshExternalTable RPC to trigger async refresh job\n- Add GetRefreshExternalTableProgress RPC to query job progress\n- Add ListRefreshExternalTableJobs RPC to list refresh jobs\n- Add RefreshExternal\n[…]\non is async and returns a job_id for tracking.\nJobs support progress monitoring (0-100%) and state transitions\n(Pending -> InProgress -> Completed/Failed).\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add RefreshExternalTable APIs for external collection support (…",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-02-02T03:52:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "046ced892c8bbd3f3fb3bc61ecc15ce41aadcb8c",
          "body": "Add proto definitions for GetReplicateConfiguration API:\n- Add PrivilegeGetReplicateConfiguration enum (value 85) to ObjectPrivilege\n- Add GetReplicateConfiguration RPC to MilvusService\n- Add GetReplicateConfigurationRequest message with privilege extension\n- Add GetReplicateConfigurationResponse me\n[…]\naude.ai/code)\nvia [Happy](https://happy.engineering)\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\nCo-authored-by: Claude <noreply@anthropic.com>\nCo-authored-by: Happy <yesreply@happy.engineering>",
          "is_bot": false,
          "headline": "feat: add GetReplicateConfiguration API (#566)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-01-29T06:59:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6a0650dea8ecf2c70b5f1661a9247a7887ce83bc",
          "body": "Add proto definitions for client telemetry feature that enables:\n        - Client heartbeat for status reporting and command delivery\n        - GetClientTelemetry for querying connected clients and metrics\n        - PushClientCommand for sending commands to specific clients\n        - DeleteClientCom\n[…]\ns, OperationMetrics for operation statistics\n        - ClientCommand, CommandReply for command framework\n        - ErrorDetail for error reporting\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add client telemetry API for real-time client monitoring (#564)",
          "author_name": "Xiaofan",
          "author_login": "xiaofan-luan",
          "committed_at": "2026-01-23T15:30:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2b8e77d12475f384e123bc879f41a0d622bc1d37",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Support force failover (#560)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-01-23T07:03:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a8317d1c64b51b1fe7e349bd2dbc4225868ed51",
          "body": "Signed-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: support search order by(#562) (#563)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-01-20T04:01:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3452b3ee94242fcae14e6f617a89ab3b91a55b17",
          "body": "* feat: add MOL data type support\n\n- Add DataType::Mol (27) in DataType enum\n- Add MolArray message for storing processed MOL data (pickle format)\n- Add MolSmilesArray message for storing user input SMILES strings\n- Add mol_data and mol_smiles_data fields in ScalarField message\n- Update generated Go\n[…]\n\n- This enables molecular fingerprint generation function support\n- Related to MOL data type implementation\n\nSigned-off-by: xiejh <862103595@qq.com>\n\n---------\n\nSigned-off-by: xiejh <862103595@qq.com>",
          "is_bot": false,
          "headline": "feat: add MOL data type support (#554)",
          "author_name": "862103595",
          "author_login": "862103595",
          "committed_at": "2026-01-16T08:59:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c7feeb806088e6e6671596411d68ac3b6e1de0c9",
          "body": "Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Highlight add score data (#555)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2026-01-13T02:49:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e76c721485549dbdda33b251c7d5f0fe88696e1",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Deprecate legacy CDC/replicate (#552)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-01-04T02:15:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e638a7cacdbf3adeac6d11464220e8b6606c05c",
          "body": "* enhance: Add BatchUpdate API\n\nRelated to milvus-io/milvus#46358\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>\n\n* Add field ids\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>\n\n* update signature\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>\n\n---------\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Add BatchUpdate API (#546)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-12-30T02:45:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa678197de173a8c9f401e57be6bd6c1f0cc0824",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "feat: add enable_namespace in CollectionSchema (#550)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2025-12-25T07:23:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2fbe2627f1c3a25e992400c80243c96fb6083b5",
          "body": "Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "Fix the bug related to function editing interface permissions (#548)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2025-12-24T03:39:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f415d420437fe01e2bee59a852827b541735ecff",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "Save realted file resource ids in collection schema (#545)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-12-18T03:19:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "deda9c0dcecea902bb82972c85767e6e99e5e191",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Return flushall message in response (#541)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-12-15T07:53:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9eeb15b98b0c1b7145a5b4545cf4f9c9cd3f0d05",
          "body": "Signed-off-by: cqy123456 <qianya.cheng@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: add MinHash FunctionType (#496)",
          "author_name": "cqy123456",
          "author_login": "cqy123456",
          "committed_at": "2025-12-11T12:43:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad5ef48113d030accbfdfbad62de3a044555f354",
          "body": "Signed-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: add properties for segment backfill(#523) (#524)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2025-12-10T10:49:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f971c5ee7dc9ba16e885f8890e2842a3c81ab81",
          "body": "Signed-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Add TruncateCollectionResponse message (#540)",
          "author_name": "sijie-ni-0214",
          "author_login": "sijie-ni-0214",
          "committed_at": "2025-12-10T06:43:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6087c9c0bad69f581a90481b2aaa7e8af5b3350e",
          "body": "Signed-off-by: Wei Liu <wei.liu@zilliz.com>\nCo-authored-by: liliu-z <105927039+liliu-z@users.noreply.github.com>\nCo-authored-by: Li Liu <li.liu@zilliz.com>",
          "is_bot": false,
          "headline": "Support Search By PK (#512) (#536)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-12-10T03:09:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f57ce94a6a1e1c4a314b84197632b3d3e1083098",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Rename control channel (#539)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-12-09T03:49:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "536281f0914d654249936b7d7371b9af7db92dc9",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Return cluster info in flushall response (#537)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-12-08T03:51:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04b65d2e890b35db8e32c6c6fa039779a8c16b45",
          "body": "issue: milvus-io/milvus#44358\nAdd snapshot-related protobuf definitions and RPC services:\n- Add snapshot privilege definitions in common.proto\n- Add snapshot RPC services in milvus.proto\n- Add snapshot.proto with request/response messages\n- Update proto generation script to include snapshot files\n\nThis provides the foundation for implementing snapshot-based backup and restore\nfunctionality with proper privilege control.\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add snapshot API definitions for backup and restore (#483)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-12-04T02:55:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fae611fe6ecc95d928ea8d8f3b12f777b98b58b",
          "body": "This reverts commit 0b96e4c8af45f842009549bca43bb8eae1257fb4.\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "Revert \"Support Search By PK (#512)\" (#532)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-12-03T03:17:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ae73d554b80f23772905a5b10bd466c7559f42bb",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "polish field name (#531)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2025-12-02T06:37:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65d464294f612604362a94da05f518f2a385f339",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "Add API for compute phrase match slop (#527)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2025-12-01T09:51:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c345211c7e106321c71cd6fea9fde784b73683cd",
          "body": "Signed-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>",
          "is_bot": false,
          "headline": "feat: support TruncateCollection api to clear collection data (#526)",
          "author_name": "sijie-ni-0214",
          "author_login": "sijie-ni-0214",
          "committed_at": "2025-12-01T06:41:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f803d0747c04888c3d9a9f0ce80595d4090902d8",
          "body": "* enhance: Refactor FlushAll to flush the entire cluster\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\n\n* add comment\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\n\n---------\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Refactor FlushAll to flush the entire cluster (#529)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-11-30T13:17:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b96e4c8af45f842009549bca43bb8eae1257fb4",
          "body": "Signed-off-by: Li Liu <li.liu@zilliz.com>",
          "is_bot": false,
          "headline": "Support Search By PK (#512)",
          "author_name": "liliu-z",
          "author_login": "liliu-z",
          "committed_at": "2025-11-24T14:59:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fbb0e90ed771a1fe7f1d241db3032fe038ca5322",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "update proto for element filter (#521)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2025-11-24T03:13:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8cb6db65653c6a2ccffc6d412d281debe2819283",
          "body": "Signed-off-by: tinswzy <zhenyuan.wei@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: add WALName to MsgPosition (#513)",
          "author_name": "tinswzy",
          "author_login": "tinswzy",
          "committed_at": "2025-11-23T13:43:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4bd276fe335e38cee48e7a390e2179b5d90cef37",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "move external fields to CollectionSchema (#520)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2025-11-19T07:25:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fcb3986f4af14ff285e89fbddf31795a1e219934",
          "body": "Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "Optimize function request (#516)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2025-11-19T05:43:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f41ac890376c7912a6bfa3f1483197fa1449e95",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "add external collection fields (#514)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2025-11-18T09:13:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "597d20a62ebc70ee670b24f6b5ada6ee84ad531b",
          "body": "|target size range|segment size choice|\n|===|===|\n|0|config.maxSize|\n|max.Int64|auto, >= config.maxSize|\n|< config.maxSize|not allowed|\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add target size in manual compaction (#505)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-06T09:29:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c254a91c9c7c62ff78346da54fe74875e7b46b8",
          "body": "Signed-off-by: tinswzy <zhenyuan.wei@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: add alter WAL message type (#503)",
          "author_name": "tinswzy",
          "author_login": "tinswzy",
          "committed_at": "2025-11-06T02:33:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d157e5f676d6423d03254d74aa267e67685d190f",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Add RBAC support for UpdateReplicateConfiguration (#494)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-11-02T10:51:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b362b798a14aaf240a5c5de3a762f66c33dc192",
          "body": "Signed-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "enhance: support schema version for collection schema (#499)",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-02T10:29:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b15095260f98e792a30c72eb8b0d49d6b09ca41",
          "body": "* add property\n\nSigned-off-by: SpadeA <tangchenjie1210@gmail.com>\n\n* rename\n\nSigned-off-by: SpadeA <tangchenjie1210@gmail.com>\n\n---------\n\nSigned-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "Add type_params for StructArrayFieldSchema (#498)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2025-10-30T08:40:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a82e5bb087cc72d47b181548cb92af07bb55ffc7",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "remove resouce type for file resource (#493)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-10-27T08:16:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22794d391b8af1a16c8473d28aa9ef628207cc02",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "add highlighter for search request (#492)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-10-24T02:27:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a8aa54565911117bc71312c8697271dc929bbc9",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "update highlight proto (#491)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-10-22T08:47:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97a1fc4f3aa89b5c07513f471bdbb35c044d1f17",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "update highlight proto (#490)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-10-17T03:01:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0237781424168c0bc3ef8513aa8128f3e66e7e12",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "add highlight to search result (#489)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-10-16T06:01:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77b975a944bf2e0559bf67404056a52ab07ac86b",
          "body": "Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "Add function add/drop interface (#476)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2025-10-14T02:31:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3e0a710c654c880874b780f957d3d81f0e3f1c0",
          "body": "* enhance: Make GetReplicateInfo API work at the pchannel level\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\n\n* rename\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\n\n---------\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Make GetReplicateInfo API work at the pchannel level (#488)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-10-13T09:39:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a44f07d3f3a81d57d2fbe0e01f50e28acd8337a",
          "body": "Signed-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "enhance: send full information in create collection message (#480)",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-09-22T12:35:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d15826602cc929eafe60d1b04544df8acfc69492",
          "body": "Signed-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: add l0 compaction option for mannual compaction(#486) (#487)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2025-09-18T11:35:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0057758f33685962ac3668dfd5ccadacfadb4c3",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "update (#485)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2025-09-18T09:07:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4cc2bace3f8c02e00f9159c8f90a2fc682d71fc0",
          "body": "…nels (#482)\n\nissue: milvus-io/milvus#44156\nintroduced by #473\n\nThis change replaces the single MsgPosition with a map of\nchannel names to checkpoint positions to support distributed\nflush operations across multiple channels.\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Change FlushCollectionResult channel_cp to support multiple chan…",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-09-11T09:35:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8495268150b6a129d1cae8458019694bd3741e2",
          "body": "issue: milvus-io/milvus#44156\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: enable flush batch collections with FlushAll (#473)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-09-11T03:57:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44a14367628c87918a5d1e4efc56b53ab4f7974c",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "enhance: add namespace field to search/query request (#479)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2025-09-04T06:23:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1a74984d9e4a2fc827ea933fc8498acd6ea7446",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "enhance: add namespace in msg.proto (#478)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2025-09-03T08:05:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe93017b6822eb1cfa83f2191c385ba50653a60c",
          "body": "…474)\n\n* feat: Add namespace field in InsertRequest to support multi-tenant\n\nSigned-off-by: sunby <sunbingyi1992@gmail.com>\n\n* upsert request\n\nSigned-off-by: sunby <sunbingyi1992@gmail.com>\n\n---------\n\nSigned-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "feat: Add namespace field in InsertRequest to support multi-tenant (#…",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2025-09-03T07:41:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6fc709b43a013e809a7a38aaa9c6d633bc43f2dd",
          "body": "Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Sync milvus maintainer (#477)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-09-03T07:20:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3cddc9bb1357a86ef1cfb4553fdd3105c9f2c0e6",
          "body": "* feat: Add CDC APIs\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\n\n* update milvus proto\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\n\n* update\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\n\n* move config to common\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\n\n* enhance: move chec\n[…]\nommon pb\n\nSigned-off-by: chyezh <chyezh@outlook.com>\n\n---------\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\nSigned-off-by: chyezh <chyezh@outlook.com>\nCo-authored-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "feat: Add CDC API and related definitions (#471)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-09-01T02:55:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7216d96dbfb58d22dd22e978eef227d431230088",
          "body": "Signed-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "Support wkt geometry (#466)",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-08-22T04:59:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07695f709619cdc50e9363efb6e675917c843871",
          "body": "* add Timestamptz Datatype\n\nSigned-off-by: xtx <xtianx@smail.nju.edu.cn>\n\n* add timestamptz value/scalar field\n\nSigned-off-by: xtx <xtianx@smail.nju.edu.cn>\n\n---------\n\nSigned-off-by: xtx <xtianx@smail.nju.edu.cn>",
          "is_bot": false,
          "headline": "add Timestamptz Datatype (#450)",
          "author_name": "Tianx",
          "author_login": "XTxxxx",
          "committed_at": "2025-08-19T02:43:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ebdc11f5df173af799fceb473a0624e282fcc1ff",
          "body": "Signed-off-by: Xianhui.Lin <xianhui.lin@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: add BatchDescribeCollection RPC to MilvusService (#465)",
          "author_name": "Xianhui Lin",
          "author_login": "JsDove",
          "committed_at": "2025-08-07T06:55:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 50,
      "commits_last_year": 100,
      "latest_release_at": "2026-07-17T06:39:02Z",
      "latest_release_tag": "v3.0.0",
      "releases_from_tags": true,
      "days_since_last_push": 0,
      "active_weeks_last_year": 41,
      "days_since_latest_release": 20,
      "mean_days_between_releases": 12.7
    },
    "artifacts": {
      "collected": true,
      "structure": [
        "tree.go_importable"
      ],
      "declarations": []
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "readme_badges": {
        "hosts": [],
        "total": 0,
        "header": 0,
        "collected": true,
        "has_inspect_badge": false
      },
      "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": "github.com/milvus-io/milvus-proto/v3",
          "exists": true,
          "license": null,
          "keywords": [],
          "ecosystem": "go",
          "categories": [],
          "matches_repo": true,
          "registry_url": "https://pkg.go.dev/github.com/milvus-io/milvus-proto/v3",
          "declared_type": null,
          "is_deprecated": false,
          "latest_version": "v3.0.0",
          "repository_url": "https://github.com/milvus-io/milvus-proto",
          "versions_count": 2,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": null,
          "latest_published_at": "2026-07-17T06:39:02Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 20
        },
        {
          "name": "github.com/milvus-io/milvus-proto/go-api/v3",
          "exists": true,
          "license": null,
          "keywords": [],
          "ecosystem": "go",
          "categories": [],
          "matches_repo": true,
          "registry_url": "https://pkg.go.dev/github.com/milvus-io/milvus-proto/go-api/v3",
          "declared_type": null,
          "is_deprecated": false,
          "latest_version": "v3.0.0",
          "repository_url": "https://github.com/milvus-io/milvus-proto",
          "versions_count": 2,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": null,
          "latest_published_at": "2026-07-17T06:39:02Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 20
        }
      ]
    },
    "popularity": {
      "forks": 89,
      "stars": 49,
      "watchers": 6,
      "fork_history": {
        "days": [
          {
            "date": "2022-02-25",
            "count": 1
          },
          {
            "date": "2022-03-15",
            "count": 1
          },
          {
            "date": "2022-03-18",
            "count": 1
          },
          {
            "date": "2022-03-22",
            "count": 1
          },
          {
            "date": "2022-04-02",
            "count": 1
          },
          {
            "date": "2022-05-07",
            "count": 1
          },
          {
            "date": "2022-05-16",
            "count": 1
          },
          {
            "date": "2022-05-20",
            "count": 1
          },
          {
            "date": "2022-07-18",
            "count": 1
          },
          {
            "date": "2022-07-27",
            "count": 1
          },
          {
            "date": "2022-08-11",
            "count": 1
          },
          {
            "date": "2022-08-23",
            "count": 1
          },
          {
            "date": "2022-09-01",
            "count": 1
          },
          {
            "date": "2022-09-16",
            "count": 1
          },
          {
            "date": "2022-10-17",
            "count": 1
          },
          {
            "date": "2022-10-20",
            "count": 1
          },
          {
            "date": "2022-11-23",
            "count": 1
          },
          {
            "date": "2022-11-24",
            "count": 1
          },
          {
            "date": "2022-12-09",
            "count": 1
          },
          {
            "date": "2022-12-12",
            "count": 1
          },
          {
            "date": "2023-01-31",
            "count": 2
          },
          {
            "date": "2023-03-09",
            "count": 1
          },
          {
            "date": "2023-04-03",
            "count": 1
          },
          {
            "date": "2023-04-07",
            "count": 1
          },
          {
            "date": "2023-04-12",
            "count": 1
          },
          {
            "date": "2023-04-25",
            "count": 1
          },
          {
            "date": "2023-04-26",
            "count": 1
          },
          {
            "date": "2023-04-27",
            "count": 1
          },
          {
            "date": "2023-05-24",
            "count": 1
          },
          {
            "date": "2023-06-05",
            "count": 1
          },
          {
            "date": "2023-06-22",
            "count": 1
          },
          {
            "date": "2023-06-27",
            "count": 2
          },
          {
            "date": "2023-07-23",
            "count": 1
          },
          {
            "date": "2023-08-31",
            "count": 1
          },
          {
            "date": "2023-10-11",
            "count": 1
          },
          {
            "date": "2023-11-17",
            "count": 1
          },
          {
            "date": "2023-11-29",
            "count": 1
          },
          {
            "date": "2023-12-13",
            "count": 1
          },
          {
            "date": "2024-01-12",
            "count": 1
          },
          {
            "date": "2024-01-19",
            "count": 1
          },
          {
            "date": "2024-02-27",
            "count": 1
          },
          {
            "date": "2024-03-28",
            "count": 1
          },
          {
            "date": "2024-04-25",
            "count": 1
          },
          {
            "date": "2024-04-26",
            "count": 1
          },
          {
            "date": "2024-05-08",
            "count": 1
          },
          {
            "date": "2024-06-27",
            "count": 1
          },
          {
            "date": "2024-07-29",
            "count": 1
          },
          {
            "date": "2024-08-29",
            "count": 1
          },
          {
            "date": "2024-09-05",
            "count": 1
          },
          {
            "date": "2024-09-24",
            "count": 1
          },
          {
            "date": "2024-10-07",
            "count": 1
          },
          {
            "date": "2024-10-31",
            "count": 1
          },
          {
            "date": "2024-11-14",
            "count": 1
          },
          {
            "date": "2024-11-20",
            "count": 1
          },
          {
            "date": "2024-11-27",
            "count": 1
          },
          {
            "date": "2025-01-29",
            "count": 1
          },
          {
            "date": "2025-02-04",
            "count": 1
          },
          {
            "date": "2025-03-18",
            "count": 1
          },
          {
            "date": "2025-03-27",
            "count": 1
          },
          {
            "date": "2025-03-29",
            "count": 1
          },
          {
            "date": "2025-04-22",
            "count": 1
          },
          {
            "date": "2025-05-09",
            "count": 1
          },
          {
            "date": "2025-05-19",
            "count": 1
          },
          {
            "date": "2025-06-14",
            "count": 1
          },
          {
            "date": "2025-06-25",
            "count": 1
          },
          {
            "date": "2025-07-07",
            "count": 1
          },
          {
            "date": "2025-07-08",
            "count": 1
          },
          {
            "date": "2025-07-25",
            "count": 1
          },
          {
            "date": "2025-09-03",
            "count": 1
          },
          {
            "date": "2025-09-28",
            "count": 1
          },
          {
            "date": "2025-10-21",
            "count": 1
          },
          {
            "date": "2025-10-31",
            "count": 1
          },
          {
            "date": "2025-11-03",
            "count": 1
          },
          {
            "date": "2025-11-11",
            "count": 1
          },
          {
            "date": "2025-11-27",
            "count": 1
          },
          {
            "date": "2025-12-16",
            "count": 1
          },
          {
            "date": "2026-01-09",
            "count": 1
          },
          {
            "date": "2026-01-10",
            "count": 1
          },
          {
            "date": "2026-03-16",
            "count": 1
          },
          {
            "date": "2026-03-26",
            "count": 1
          },
          {
            "date": "2026-06-06",
            "count": 1
          },
          {
            "date": "2026-06-15",
            "count": 1
          },
          {
            "date": "2026-06-28",
            "count": 1
          },
          {
            "date": "2026-07-08",
            "count": 1
          },
          {
            "date": "2026-07-09",
            "count": 2
          }
        ],
        "complete": true,
        "collected": 88,
        "total_forks": 89
      },
      "star_history": null,
      "open_issues_and_prs": 78
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile"
      ],
      "api_schema_files": [
        "proto/common.proto",
        "proto/feder.proto",
        "proto/milvus.proto",
        "proto/msg.proto",
        "proto/rg.proto",
        "proto/schema.proto",
        "proto/tokenizer.proto"
      ],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [
        "go-api/go.mod",
        "go.mod"
      ],
      "largest_source_bytes": 1335786,
      "source_files_sampled": 11,
      "oversized_source_files": 5,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "go-api/go.mod",
        "go.mod"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [
          {
            "name": "google.golang.org/grpc",
            "direct": true,
            "version": "v1.46.0",
            "severity": "critical",
            "ecosystem": "go",
            "cvss_score": 9.1,
            "advisory_ids": [
              "GHSA-hrxh-6v49-42gf",
              "GHSA-m425-mq94-257g",
              "GHSA-p77j-4mvh-x3m3",
              "GO-2023-2153",
              "GO-2026-4762",
              "GO-2026-6061"
            ],
            "fixed_version": "1.82.1",
            "advisory_count": 6,
            "oldest_advisory_days": 1015
          },
          {
            "name": "golang.org/x/net",
            "direct": false,
            "version": "v0.0.0-20201021035429-f5854403a974",
            "severity": "high",
            "ecosystem": "go",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-2wrh-6pvc-2jm9",
              "GHSA-4374-p667-p6c8",
              "GHSA-4v7x-pqxf-cx7m",
              "GHSA-5cv4-jp36-h3mw",
              "GHSA-69cg-p879-7622",
              "GHSA-83g2-8m93-v3w7",
              "GHSA-h86h-8ppg-mxmh",
              "GHSA-qppj-fm5r-hxr3",
              "GHSA-qxp5-gwg8-xv66",
              "GHSA-vvgc-356p-c3xw"
            ],
            "fixed_version": "12.0.2",
            "advisory_count": 34,
            "oldest_advisory_days": 1631
          },
          {
            "name": "golang.org/x/text",
            "direct": false,
            "version": "v0.3.3",
            "severity": "high",
            "ecosystem": "go",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-69ch-w2m2-3vjp",
              "GHSA-ppp9-7jff-5vj2",
              "GO-2021-0113",
              "GO-2022-1059",
              "GO-2026-5970"
            ],
            "fixed_version": "0.39.0",
            "advisory_count": 5,
            "oldest_advisory_days": 1765
          },
          {
            "name": "golang.org/x/sys",
            "direct": false,
            "version": "v0.0.0-20210119212857-b64e53b001e4",
            "severity": "moderate",
            "ecosystem": "go",
            "cvss_score": 5.3,
            "advisory_ids": [
              "GHSA-p782-xgp4-8hr8",
              "GO-2022-0493",
              "GO-2026-5024"
            ],
            "fixed_version": "1.18.2",
            "advisory_count": 3,
            "oldest_advisory_days": 1504
          }
        ],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {
          "high": 2,
          "critical": 1,
          "moderate": 1
        },
        "advisory_count": 48,
        "affected_count": 4,
        "assessed_count": 7,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 1
      },
      "ecosystems": [
        "go"
      ],
      "dependencies": [
        {
          "name": "google.golang.org/grpc",
          "manifest": "go-api/go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.46.0"
        },
        {
          "name": "google.golang.org/protobuf",
          "manifest": "go-api/go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.33.0"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "google.golang.org/grpc",
            "direct": true,
            "version": "v1.46.0",
            "ecosystem": "go"
          },
          {
            "name": "google.golang.org/protobuf",
            "direct": true,
            "version": "v1.33.0",
            "ecosystem": "go"
          },
          {
            "name": "github.com/golang/protobuf",
            "direct": false,
            "version": "v1.5.2",
            "ecosystem": "go"
          },
          {
            "name": "golang.org/x/net",
            "direct": false,
            "version": "v0.0.0-20201021035429-f5854403a974",
            "ecosystem": "go"
          },
          {
            "name": "golang.org/x/sys",
            "direct": false,
            "version": "v0.0.0-20210119212857-b64e53b001e4",
            "ecosystem": "go"
          },
          {
            "name": "golang.org/x/text",
            "direct": false,
            "version": "v0.3.3",
            "ecosystem": "go"
          },
          {
            "name": "google.golang.org/genproto",
            "direct": false,
            "version": "v0.0.0-20200526211855-cb27e3aa2013",
            "ecosystem": "go"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 7,
        "direct_count": 2,
        "indirect_count": 5
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 9,
        "merged_prs": 476,
        "open_issues": 69,
        "closed_ratio": 0.395,
        "closed_issues": 45,
        "closed_unmerged_prs": 55
      },
      "bus_factor": 8,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "weiliu1031",
          "commits": 32,
          "avatar_url": "https://avatars.githubusercontent.com/u/108661493?v=4"
        },
        {
          "type": "User",
          "login": "SimFG",
          "commits": 26,
          "avatar_url": "https://avatars.githubusercontent.com/u/21985684?v=4"
        },
        {
          "type": "User",
          "login": "bigsheeper",
          "commits": 25,
          "avatar_url": "https://avatars.githubusercontent.com/u/42060877?v=4"
        },
        {
          "type": "User",
          "login": "yhmo",
          "commits": 24,
          "avatar_url": "https://avatars.githubusercontent.com/u/2282099?v=4"
        },
        {
          "type": "User",
          "login": "aoiasd",
          "commits": 20,
          "avatar_url": "https://avatars.githubusercontent.com/u/45024769?v=4"
        },
        {
          "type": "User",
          "login": "congqixia",
          "commits": 14,
          "avatar_url": "https://avatars.githubusercontent.com/u/84113973?v=4"
        },
        {
          "type": "User",
          "login": "SpadeA-Tang",
          "commits": 12,
          "avatar_url": "https://avatars.githubusercontent.com/u/71589810?v=4"
        },
        {
          "type": "User",
          "login": "xiaocai2333",
          "commits": 12,
          "avatar_url": "https://avatars.githubusercontent.com/u/46207236?v=4"
        },
        {
          "type": "User",
          "login": "MrPresent-Han",
          "commits": 11,
          "avatar_url": "https://avatars.githubusercontent.com/u/116052805?v=4"
        },
        {
          "type": "User",
          "login": "wayblink",
          "commits": 11,
          "avatar_url": "https://avatars.githubusercontent.com/u/18096561?v=4"
        }
      ],
      "contributors_sampled": 46,
      "top_contributor_share": 0.099
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "check.yaml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "go.sum"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 9,
            "reason": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
            "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": 10,
            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 6 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "31 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "16b288837fbd736f0b8760674fe099dc921043f7",
        "ran_at": "2026-08-06T19:29:39Z",
        "aggregate_score": 4.7,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "recent_prs": {
        "merged_7d": 10,
        "decided_7d": 10,
        "merged_30d": 18,
        "authors_30d": 10,
        "decided_30d": 23,
        "sample_size": 60,
        "window_days": 30,
        "sample_exhausted": false,
        "authors_probed_30d": 10,
        "newcomer_merged_30d": 4,
        "bot_prs_excluded_30d": 0,
        "newcomer_authors_30d": 2,
        "newcomer_decided_30d": 5
      },
      "ci_last_run_at": "2026-08-06T08:14:16Z",
      "oldest_open_prs": [
        {
          "number": 142,
          "created_at": "2023-05-06T02:38:42Z",
          "last_comment_at": "2023-05-06T02:38:45Z",
          "last_comment_author": "sre-ci-robot"
        },
        {
          "number": 241,
          "created_at": "2024-01-25T02:49:44Z",
          "last_comment_at": "2024-02-19T06:01:24Z",
          "last_comment_author": "xiaofan-luan"
        },
        {
          "number": 302,
          "created_at": "2024-07-23T12:29:34Z",
          "last_comment_at": "2024-08-01T10:31:35Z",
          "last_comment_author": "sre-ci-robot"
        },
        {
          "number": 327,
          "created_at": "2024-10-07T07:05:26Z",
          "last_comment_at": "2024-10-08T05:59:47Z",
          "last_comment_author": "pregenRobot"
        },
        {
          "number": 412,
          "created_at": "2025-02-25T06:26:06Z",
          "last_comment_at": "2025-02-25T06:26:48Z",
          "last_comment_author": "mergify"
        },
        {
          "number": 558,
          "created_at": "2026-01-14T10:10:49Z",
          "last_comment_at": "2026-01-14T10:11:03Z",
          "last_comment_author": "gemini-code-assist"
        },
        {
          "number": 618,
          "created_at": "2026-06-18T06:24:13Z",
          "last_comment_at": "2026-06-25T07:57:08Z",
          "last_comment_author": "mergify"
        },
        {
          "number": 625,
          "created_at": "2026-07-01T06:40:35Z",
          "last_comment_at": "2026-07-01T06:41:11Z",
          "last_comment_author": "mergify"
        },
        {
          "number": 633,
          "created_at": "2026-07-14T05:28:49Z",
          "last_comment_at": "2026-07-24T15:07:14Z",
          "last_comment_author": "sagar-arora"
        }
      ],
      "last_merged_pr_at": "2026-08-06T08:40:13Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": [
        {
          "number": 14,
          "created_at": "2022-05-14T09:07:45Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 54,
          "created_at": "2022-11-23T09:54:43Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 59,
          "created_at": "2022-12-07T10:08:59Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 65,
          "created_at": "2022-12-13T14:14:53Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 68,
          "created_at": "2022-12-15T07:56:55Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 69,
          "created_at": "2022-12-16T07:44:21Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 90,
          "created_at": "2023-01-17T09:31:13Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 118,
          "created_at": "2023-03-09T07:49:37Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 123,
          "created_at": "2023-03-22T04:02:40Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 128,
          "created_at": "2023-04-13T10:47:32Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 137,
          "created_at": "2023-04-27T12:25:46Z",
          "last_comment_at": "2023-04-27T12:25:54Z",
          "last_comment_author": "xige-16"
        },
        {
          "number": 150,
          "created_at": "2023-05-11T08:24:52Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 165,
          "created_at": "2023-05-29T03:11:09Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 184,
          "created_at": "2023-07-23T20:04:51Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 199,
          "created_at": "2023-10-11T05:19:10Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 211,
          "created_at": "2023-11-17T02:34:59Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 212,
          "created_at": "2023-11-29T13:26:57Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 229,
          "created_at": "2023-12-20T09:55:28Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 239,
          "created_at": "2024-01-18T10:52:21Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 256,
          "created_at": "2024-03-15T02:57:22Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/milvus-io/milvus-proto",
    "host": "github.com",
    "name": "milvus-proto",
    "owner": "milvus-io"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": "The weighted overall 67 is calibrated to 78 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
          "params": {
            "raw": 67,
            "calibrated": 78,
            "calibration": "2026-08-02"
          }
        }
      ],
      "value": 78,
      "inputs": {
        "security": 49,
        "vitality": 90,
        "community": 48,
        "governance": 84,
        "calibration": "2026-08-02",
        "engineering": 60,
        "ai_readiness": 46,
        "weighted_overall_raw": 67
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 90,
        "weight": 0.21,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "commits_last_year": 100,
              "human_commit_share": 1,
              "days_since_last_push": 0,
              "active_weeks_last_year": 41
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "41/52 weeks with commits",
                "points": 28.4,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 41
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "100 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 88,
            "inputs": {
              "releases_count": 50,
              "latest_release_tag": "v3.0.0",
              "releases_from_tags": true,
              "days_since_latest_release": 20,
              "mean_days_between_releases": 12.7
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "50 version tags (no GitHub releases)",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "version_tags_no_releases",
                    "params": {
                      "count": 50
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 20 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 20
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~12.7 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 12.7
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 0,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 0 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "weak",
        "name": "Community & Adoption",
        "value": 48,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "weak",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 47,
            "inputs": {
              "forks": 89,
              "stars": 49,
              "watchers": 6,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "49 stars",
                "points": 27.3,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 49
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "89 forks",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 89
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "6 watchers",
                "points": 3.9,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "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": 0,
              "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 (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 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
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "excellent",
        "name": "Sustainability & Governance",
        "value": 84,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "exceptional",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "bus_factor": 8,
              "contributors_sampled": 46,
              "top_contributor_share": 0.099
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "8 contributor(s) cover half of all commits",
                "points": 54,
                "status": "met",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 10% of commits",
                "points": 20.3,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 10
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "46 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 46
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "merged_prs": 476,
              "open_issues": 69,
              "closed_issues": 45,
              "prs_merged_7d": 10,
              "prs_decided_7d": 10,
              "prs_merged_30d": 18,
              "prs_decided_30d": 23,
              "issue_closed_ratio": 0.395,
              "closed_unmerged_prs": 55,
              "first_time_authors_30d": 2,
              "first_time_prs_merged_30d": 4,
              "first_time_prs_decided_30d": 5
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "40% of issues closed",
                "points": 16.6,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 40
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "476/531 decided PRs merged",
                "points": 26.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 476,
                      "decided": 531
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "4/5 first-time contributors' PRs merged in 30d",
                "points": 10.4,
                "status": "partial",
                "details": [
                  {
                    "code": "newcomer_prs_merged",
                    "params": {
                      "days": 30,
                      "merged": 4,
                      "decided": 5
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "followers": 1261,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "milvus-io",
              "public_repos": 68,
              "account_age_days": 2612
            },
            "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": "1,261 followers of milvus-io",
                "points": 22.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1261,
                      "login": "milvus-io"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "68 public repos, account ~7 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 68
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 7
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "packages": [
                "github.com/milvus-io/milvus-proto/v3",
                "github.com/milvus-io/milvus-proto/go-api/v3"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 20
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 20 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 20
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "2 published versions",
                "points": 12,
                "status": "partial",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": "moderate",
        "name": "Engineering Quality",
        "value": 60,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "weak",
        "name": "Security",
        "value": 49,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "weak",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "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": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "31 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 7 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 7
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "source": "osv",
              "advisories": 48,
              "affected_packages": 4,
              "assessed_packages": 7,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 2, moderate 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: google.golang.org/grpc v1.46.0 (critical 9.1)",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "google.golang.org/grpc v1.46.0 (critical 9.1)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 1015 days ago",
                "points": 32.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 1015
                    }
                  }
                ],
                "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": 7,
              "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": 6
            },
            "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": "weak",
        "name": "AI Readiness",
        "value": 46,
        "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": 1,
              "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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.1,
              "toolchain_manifests": [
                "go-api/go.mod",
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "10 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 10,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "at_risk",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 30,
            "inputs": {
              "primary_language": "Shell",
              "largest_source_bytes": 1335786,
              "source_files_sampled": 11,
              "oversized_source_files": 5
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Shell without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Shell"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "5/11 source files over 60KB",
                "points": 30,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 11,
                      "oversized": 5
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": false,
              "api_schema_files": [
                "proto/common.proto",
                "proto/feder.proto",
                "proto/milvus.proto",
                "proto/msg.proto",
                "proto/rg.proto",
                "proto/schema.proto",
                "proto/tokenizer.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "proto/common.proto, proto/feder.proto, proto/milvus.proto, proto/msg.proto, proto/rg.proto, proto/schema.proto, proto/tokenizer.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "proto/common.proto, proto/feder.proto, proto/milvus.proto, proto/msg.proto, proto/rg.proto, proto/schema.proto, proto/tokenizer.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "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": {
      "top": [
        "library"
      ],
      "labels": [
        "library"
      ],
      "scores": {
        "library": 8,
        "network-service": 3
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "library",
          "source": "tree.go_importable",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "network-service",
          "source": "api_schema",
          "weight": 3
        },
        {
          "tier": "description",
          "label": "library",
          "source": "description:library",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-06T19:30:07.139541Z",
  "schema_version": "0.31.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/milvus-io/milvus-proto.svg",
  "full_name": "milvus-io/milvus-proto",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v2.5.0, схема v0.31.0 — повна методологія · вікі метрик.

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