Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 2.3.1 · 2026-07-23 16:03 UTC

PrefectHQ / prefect-operator

A Kubernetes operator for managing Prefect servers and work pools

GoЛіцензію не виявлено★ 18 зірок⑂ 8 форківз серп. 2024 р.Переглянути на GitHub ↗
ТипБібліотекаяк це визначено

PrefectHQ/prefect-operator має індекс здоров’я 81 зі 100, що відповідає смузі «Відмінний». Найвищий показник — Vitality (91/100), найнижчий — Community & Adoption (28/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 2 учасники.

81
загалом / 100
Відмінний

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»).

81
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 69 калібровано до 81 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).

Власність

PrefectОрганізація
924 підписники41 публічний репозиторійз трав. 2018 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
Gogithub.com/PrefectHQ/prefect-operatorv0.16.0-225 днів тому

Метрики за категоріями

Життєздатність

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

91Відмінний · 21% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
27.7/36Ритм комітів — 40/52 тижнів із комітами
17.9/18Обсяг комітів — 97 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year97
human_commit_share0,38
days_since_last_push0
active_weeks_last_year40
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 51 релізів
36/36Свіжість релізів — останній реліз 5 дн. тому
27/27Ритм релізів — реліз кожні ~17,2 дн.
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Використані вхідні дані
releases_count51
latest_release_tag2026.7.17173447
releases_from_tagsні
days_since_latest_release5
mean_days_between_releases17,2

Спільнота та впровадження

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

28У зоні ризику · 17% загального індексу
Як обчислюється оцінка
20/60Зірки — 18 зірок
7/25Форки — 8 форків
3.3/15Спостерігачі — 5 спостерігачів
Використані вхідні дані
forks8
stars18
watchers5
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Здоров'я спільноти

25У зоні ризику
Як обчислюється оцінка
22.5/22.5README
0/22.5Ліцензія — файлу ліцензії не виявлено
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseні
readme_badges
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?

80Відмінний · 23% загального індексу
Як обчислюється оцінка
25.2/54Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів
14.7/22.5Розподіл комітів — головний контриб’ютор — автор 35% комітів
12.2/13.5Широта контриб’юторів — 9 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Використані вхідні дані
bus_factor2
contributors_sampled9
top_contributor_share0,347
Як обчислюється оцінка
37.6/42Вирішення issue — закрито 90% issue
26.9/30Прийняття PR — злито 227/253 вирішених PR
0/13Newcomer PR acceptance — за 30 дн. не вирішено жодного PR від новачка
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Використані вхідні дані
merged_prs227
open_issues6
closed_issues51
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,895
closed_unmerged_prs26
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Виключено з оцінювання (немає даних або не застосовно): newcomer_pr_acceptance. Залишкові ваги перенормовано.
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
21.3/25Охоплення власника — 924 підписників у PrefectHQ
23.8/25Послужний список — 41 публічних репозиторіїв, вік облікового запису ~8 р.
Використані вхідні дані
followers924
owner_typeOrganization
is_verified
owner_loginPrefectHQ
public_repos41
account_age_days2 992

Супровід пакетів

100Винятковий
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у go
35/35Свіжість публікацій — остання публікація 5 дн. тому
20/20Історія версій — 22 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesgithub.com/PrefectHQ/prefect-operator
ecosystemsgo
any_deprecatedні
min_days_since_publish5

Інженерна якість

Чи наявні базові інженерні практики та документація?

69Добрий · 19% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 14 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .golangci.yml
9.6/9.6Pre-commit-хуки
0/6.4.editorconfig
14/20OpenSSF Scorecard: CI-Tests — 23 out of 30 merged PRs checked by a CI test -- score normalized to 7
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configтак

Документація

40Слабкий
Як обчислюється оцінка
30/30README
0/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
0/10Теми
0/10Wiki
Використані вхідні дані
topics
has_wikiні
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?

64Помірний · 16% загального індексу

Стан безпеки

55Помірний
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
1.8/2.5CI-Tests — 23 out of 30 merged PRs checked by a CI test -- score normalized to 7
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 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
0/2.5Ліцензія — license file not detected
7.5/7.5Maintained — 30 commit(s) and 1 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 — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,5
Виключено з оцінювання (немає даних або не застосовно): packaging. Залишкові ваги перенормовано.
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories1
affected_packages1
assessed_packages65
unassessed_packages0
affected_by_severityunknown 1
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень, Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено 65 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.

82Відмінний · 4% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — AGENTS.md, CLAUDE.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 38 з 38 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes5 677
Як обчислюється оцінка
18/18Розгортання однією командою — .mise.toml, Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .golangci.yml
11/11Статична перевірка типів — Go (статично типізована)
10/10Відтворюване середовище — Dockerfile, lockfile
10/10Підтверджена практика роботи з агентами — 17 з останніх 100 комітів створено агентом або з його зазначенням
8/8Автоматизоване супроводження — 16 з останніх 100 комітів — автоматичні оновлення залежностей
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilesgo.sum
has_dockerfileтак
typed_languageтак
bootstrap_files.mise.toml, Makefile
has_devcontainerні
has_linter_configтак
typecheck_configs
agent_commit_share0,17
toolchain_manifestsgo.mod
dependency_bot_commit_share0,16
Як обчислюється оцінка
45/45Типізований код — Go (статично типізована)
54.1/55Керовані розміри файлів — 1/62 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageGo
largest_source_bytes69 635
source_files_sampled62
oversized_source_files1
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — samples
Використані вхідні дані
example_dirssamples
has_mcp_signalні
api_schema_files

Ключові факти

18зірок GitHub
9контриб'юторів
97комітів за останні 12 місяців
0днів від останнього пушу
51релізів
2бас-фактор
6відкритих 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 ★ / 8 ⇿
0Зірки
8Форки
18Релізи

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.

02468812025-052025-122026-07
Мажорні 0Мінорні 4Патчі 14

Кожна точка охоплює 2 днів.

OpenSSF Scorecard 5.5 / 10
5.5сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-23 16:03 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
7CI-Tests23 out of 30 merged PRs checked by a CI test -- score normalized to 7
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
0Licenselicense file not detected
10Maintained30 commit(s) and 1 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
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
9Vulnerabilities1 existing vulnerabilities detected
Прямі залежності 10
РеєстрПакетОбмеження версіїМаніфест
Godario.cat/mergov1.0.2go.mod
Gogithub.com/evanphx/json-patchv5.9.11+incompatiblego.mod
Gogithub.com/go-logr/logrv1.4.3go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/onsi/ginkgo/v2v2.32.0go.mod
Gogithub.com/onsi/gomegav1.42.1go.mod
Gok8s.io/apiv0.36.2go.mod
Gok8s.io/apimachineryv0.36.2go.mod
Gok8s.io/client-gov0.36.2go.mod
Gosigs.k8s.io/controller-runtimev0.24.1go.mod
Усі залежності 65

Повний розв'язаний набір залежностей із графа залежностей GitHub: 10 прямих і 55 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
Godario.cat/mergov1.0.2пряма
Gogithub.com/evanphx/json-patchv5.9.11+incompatibleпряма
Gogithub.com/go-logr/logrv1.4.3пряма
Gogithub.com/google/uuidv1.6.0пряма
Gogithub.com/onsi/ginkgo/v2v2.32.0пряма
Gogithub.com/onsi/gomegav1.42.1пряма
Gok8s.io/apiv0.36.2пряма
Gok8s.io/apimachineryv0.36.2пряма
Gok8s.io/client-gov0.36.2пряма
Gosigs.k8s.io/controller-runtimev0.24.1пряма
Gogithub.com/beorn7/perksv1.0.1непряма
Gogithub.com/cespare/xxhash/v2v2.3.0непряма
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33ccнепряма
Gogithub.com/emicklei/go-restful/v3v3.13.0непряма
Gogithub.com/evanphx/json-patch/v5v5.9.11непряма
Gogithub.com/fsnotify/fsnotifyv1.9.0непряма
Gogithub.com/fxamacker/cbor/v2v2.9.0непряма
Gogithub.com/go-logr/zaprv1.3.0непряма
Gogithub.com/go-openapi/jsonpointerv0.21.0непряма
Gogithub.com/go-openapi/jsonreferencev0.20.2непряма
Gogithub.com/go-openapi/swagv0.23.0непряма
Gogithub.com/go-task/slim-sprig/v3v3.0.0непряма
Gogithub.com/google/gnostic-modelsv0.7.0непряма
Gogithub.com/google/go-cmpv0.7.0непряма
Gogithub.com/google/pprofv0.0.0-20260402051712-545e8a4df936непряма
Gogithub.com/josharian/internv1.0.0непряма
Gogithub.com/json-iterator/gov1.1.12непряма
Gogithub.com/mailru/easyjsonv0.7.7непряма
Gogithub.com/masterminds/semver/v3v3.4.0непряма
Gogithub.com/modern-go/concurrentv0.0.0-20180306012644-bacd9c7ef1ddнепряма
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Сповіщення про залежності 1

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 65 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 1 мають відомі сповіщення, з них 0 прямі.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
golang.org/x/textv0.38.0непряманевідома10.39.0

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

Звіт у форматі JSON машиночитний
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        {
          "oid": "19ed1e3a4ead9644bc814557331e10efbb155ff3",
          "body": "## Summary\n`PrefectServer` is always reconciled with a single replica, and neither\n`PrefectServer` nor `PrefectWorkPool` exposes pod affinity — so there's\nno way to run the server/worker with multiple replicas or spread them\nacross nodes for HA. This adds those knobs, bringing the operator to\nparity\n[…]\nlied to all backends' pod specs.\n- Regenerated `zz_generated.deepcopy.go` + CRDs (controller-gen). Added\na unit test for the `Replicas()` default.\n- `make build` / `go vet` / `go test ./api/...` pass.",
          "is_bot": false,
          "headline": "feat: add server replicas + server/workpool affinity (#300)",
          "author_name": "Shmuel Felman",
          "author_login": "ShmuelOps",
          "committed_at": "2026-07-23T02:32:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2c087bbb65f810f8b6e5dfb4895291452e1d827e",
          "body": "…ed spec (#309)\n\n## Problem\n\nThe Prefect server deletes **all of a deployment's future auto-scheduled\nruns on every deployment update**, even one that changes nothing —\n`models.deployments.update_deployment` calls\n`_delete_scheduled_runs(auto_scheduled_only=True, future_only=True)`\nunconditionally. \n[…]\ntimestamps and scheduled-run `created` timestamps stay frozen across\ncycles, where previously every cycle re-created all scheduled runs.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)",
          "is_bot": false,
          "headline": "fix: skip deployment update when the remote already matches the desir…",
          "author_name": "Shmuel Felman",
          "author_login": "ShmuelOps",
          "committed_at": "2026-07-22T11:27:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e21e1fa5b6d96ed6f8c6b29e41ccfa41ac77db16",
          "body": "…seStorage) (#310)\n\n## Summary\n\nFollow-up to the multi-replica discussion in #300 (cc @mitchnielsen\n@chrisguidry): `spec.redis` already configures the messaging\nbroker/cache, but concurrency-limit **lease storage** stays at its\nin-process-memory default — so with `replicas > 1`, each replica grants\n\n[…]\ner/envtest, client,\nutils): 255 specs pass.\n- `golangci-lint`, `goimports`, `go vet` clean.\n- We run this exact configuration in our clusters today (via raw\n`spec.settings`) with prefect-redis 0.2.10.",
          "is_bot": false,
          "headline": "feat: optional Redis-backed concurrency lease storage (spec.redis.lea…",
          "author_name": "Shmuel Felman",
          "author_login": "ShmuelOps",
          "committed_at": "2026-07-22T11:26:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "19416066e002780206d1e3b08f5095730c382bff",
          "body": "## Summary\n\nPostgreSQL-backed PrefectServer pods use a `pg_isready` init container\nbefore starting the server or running migrations. Its image is currently\nfixed to `postgres:16-alpine`, which prevents clusters with restricted\nregistries from running these pods.\n\nThis adds `spec.postgres.waitForData\n[…]\nal registries. Reusing the Prefect server image would\nrequire replacing the existing `pg_isready` check, so this change keeps\nthe current behavior and makes its image configurable instead.\n\n</details>",
          "is_bot": false,
          "headline": "feat: make PostgreSQL wait image configurable (#307)",
          "author_name": "Mitchell Nielsen",
          "author_login": "mitchnielsen",
          "committed_at": "2026-07-17T17:25:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4129975ef2eebd0696540c3dede2bbe92c0cd448",
          "body": "Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "dependency-version-minor-2026-07-13 (#303)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-16T15:22:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d462e1e19ee5d4027e7e4411283066778ce966bf",
          "body": null,
          "is_bot": false,
          "headline": "ci: speed up multi-platform image builds (#306)",
          "author_name": "Mitchell Nielsen",
          "author_login": "mitchnielsen",
          "committed_at": "2026-07-13T21:40:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8297212cba5063bf52ce471eabafb49b12da02a7",
          "body": "…#305)\n\nFollow-up to #302, which skips no-op schedule PATCHes because the\nPrefect server drops future auto-scheduled runs on every schedule\nupdate. The comparison missed two fields we send in the update body, so\nchanging only `maxScheduledRuns` (or only `anchorDate` on an interval\nschedule) never re\n[…]\n (144 specs), client suite, `go vet`, and\n`golangci-lint` all green.\n\n</details>\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: compare maxScheduledRuns and anchorDate when diffing schedules (…",
          "author_name": "Chris Guidry",
          "author_login": "chrisguidry",
          "committed_at": "2026-07-13T20:13:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b71cee9da7f1334d9c8b8570e8e8fb3a2e271565",
          "body": "…299)",
          "is_bot": false,
          "headline": "feat: make Prefect drift-resync interval configurable per resource (#…",
          "author_name": "Mitchell Nielsen",
          "author_login": "mitchnielsen",
          "committed_at": "2026-07-13T19:37:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5979a3316e5e30f0feab7faf6d44360070b90d8",
          "body": "…d runs (#302)\n\n## Problem\nCron-scheduled deployments intermittently produced **duplicate flow\nruns** for the same minute (the 2nd failing the flow's uniqueness\nguard). The reconciler re-created the deployment's schedule on\nessentially every reconcile, minting a **new schedule ID**; Prefect's\nauto-s\n[…]\nntentional — set fields explicitly to\nchange them; the reconciler no longer clobbers server state for fields\nthe CR doesn't declare.\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: manage deployment schedules in place to avoid duplicate schedule…",
          "author_name": "Shmuel Felman",
          "author_login": "ShmuelOps",
          "committed_at": "2026-07-13T17:42:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6ef6312b1a7538002d23c6c1831d7aba5ad02163",
          "body": "## What\nMarks `spec.deployment.flow_name` **immutable** on the\n`PrefectDeployment` CRD via a CEL transition rule (`self.flow_name ==\noldSelf.flow_name`).\n\n## Why\nA deployment's flow (`flow_id`) is immutable in Prefect — `PATCH\n/deployments/{id}` forbids `flow_id`. So editing `flow_name` in an\nexisti\n[…]\ndy immutable (it's `metadata.name`).\n\nCRD regenerated (controller-gen). `go build`/`test ./api/...` pass.\nIndependent of the schedule fix (#3).\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: make deployment flow_name immutable (#304)",
          "author_name": "Shmuel Felman",
          "author_login": "ShmuelOps",
          "committed_at": "2026-07-13T17:07:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7550959b8a88134ce38b6e9080025ae2ec85298f",
          "body": "…al (#298)\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nCo-authored-by: Mitchell Nielsen <mitchnielsen@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: re-sync PrefectAutomation every reconcile for continuous self-he…",
          "author_name": "Shmuel Felman",
          "author_login": "ShmuelOps",
          "committed_at": "2026-07-09T20:02:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0c64b6122b73d68b51882d91731f3a6910b6e7ed",
          "body": null,
          "is_bot": false,
          "headline": "fix: harden PrefectAutomation controller (#294 follow-ups) (#297)",
          "author_name": "Mitchell Nielsen",
          "author_login": "mitchnielsen",
          "committed_at": "2026-07-09T16:47:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa792dcc5911888acefdfe6c3a36db47990238e2",
          "body": "Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nCo-authored-by: Mitchell Nielsen <mitchnielsen@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(project): track PrefectDeployment in PROJECT (#296)",
          "author_name": "Shmuel Felman",
          "author_login": "ShmuelOps",
          "committed_at": "2026-07-09T01:58:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f6a6f9fcf8406f3ae29b99516e2841f0771b3735",
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          "avatar_url": "https://avatars.githubusercontent.com/u/7725815?v=4"
        },
        {
          "type": "User",
          "login": "chrisguidry",
          "commits": 48,
          "avatar_url": "https://avatars.githubusercontent.com/u/8194?v=4"
        },
        {
          "type": "User",
          "login": "jamiezieziula",
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          "avatar_url": "https://avatars.githubusercontent.com/u/21315568?v=4"
        },
        {
          "type": "User",
          "login": "ShmuelOps",
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          "avatar_url": "https://avatars.githubusercontent.com/u/125192452?v=4"
        },
        {
          "type": "User",
          "login": "tinkerborg",
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          "avatar_url": "https://avatars.githubusercontent.com/u/15373049?v=4"
        },
        {
          "type": "User",
          "login": "parkedwards",
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          "avatar_url": "https://avatars.githubusercontent.com/u/19556538?v=4"
        },
        {
          "type": "User",
          "login": "jimid27",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/12978862?v=4"
        },
        {
          "type": "User",
          "login": "Blarc",
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          "avatar_url": "https://avatars.githubusercontent.com/u/36704759?v=4"
        },
        {
          "type": "User",
          "login": "jthetzel",
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          "avatar_url": "https://avatars.githubusercontent.com/u/576550?v=4"
        }
      ],
      "contributors_sampled": 9,
      "top_contributor_share": 0.347
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "build-and-push-image.yaml",
        "helm-release.yaml",
        "helm-unittest.yaml",
        "images-main.yaml",
        "images-prs.yaml",
        "images-tags.yaml",
        "labeler.yaml",
        "notify-on-failure.yaml",
        "operator-lint-and-test.yaml",
        "static-analysis.yaml",
        "tests.yaml",
        "update-mise-tools.yaml",
        "updatecli.yaml",
        "validate-updatecli-config.yaml"
      ],
      "has_docs_dir": false,
      "linter_configs": [
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      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
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    "security_signals": {
      "lockfiles": [
        "go.sum"
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      "scorecard": {
        "checks": [
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            "name": "Binary-Artifacts",
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            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
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            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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          {
            "name": "CI-Tests",
            "score": 7,
            "reason": "23 out of 30 merged PRs checked by a CI test -- score normalized to 7",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
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          {
            "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"
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          {
            "name": "Code-Review",
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            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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          {
            "name": "Contributors",
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            "reason": "project has 3 contributing companies or organizations -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
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          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
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            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
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          {
            "name": "License",
            "score": 0,
            "reason": "license file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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          {
            "name": "Maintained",
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          {
            "name": "Packaging",
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            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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          {
            "name": "Pinned-Dependencies",
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          {
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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          {
            "name": "Security-Policy",
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            "reason": "security policy file not detected",
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          {
            "name": "Signed-Releases",
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            "name": "Token-Permissions",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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            "name": "Vulnerabilities",
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          "number": 203,
          "created_at": "2025-09-19T14:52:38Z",
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          "last_comment_author": null
        },
        {
          "number": 210,
          "created_at": "2025-09-22T20:48:34Z",
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          "last_comment_author": null
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  "source": {
    "url": "https://github.com/PrefectHQ/prefect-operator",
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    "owner": "PrefectHQ"
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      "key": "overall",
      "band": "excellent",
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      "note": "The weighted overall 69 is calibrated to 81 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
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        "metrics": [
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              {
                "key": "forks",
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            "key": "community_health",
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              "readme_badges": null,
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              },
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                "key": "license",
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              {
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              {
                "key": "openssf_scorecard_contributors",
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              },
              {
                "key": "newcomer_pr_acceptance",
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              {
                "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": 75,
            "inputs": {
              "followers": 924,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "PrefectHQ",
              "public_repos": 41,
              "account_age_days": 2992
            },
            "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": "924 followers of PrefectHQ",
                "points": 21.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 924,
                      "login": "PrefectHQ"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "41 public repos, account ~8 yr old",
                "points": 23.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 41
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/PrefectHQ/prefect-operator"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "22 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 22
                    }
                  }
                ],
                "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": "good",
        "name": "Engineering Quality",
        "value": 69,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "14 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "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": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "23 out of 30 merged PRs checked by a CI test -- score normalized to 7",
                "points": 14,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "weak",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 64,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 55,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.5
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "23 out of 30 merged PRs checked by a CI test -- score normalized to 7",
                "points": 1.8,
                "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 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 1 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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 65 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",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 65
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 1,
              "affected_packages": 1,
              "assessed_packages": 65,
              "unassessed_packages": 0,
              "affected_by_severity": "unknown 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "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": 65,
              "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": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "excellent",
        "name": "AI Readiness",
        "value": 82,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
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              "agent_instruction_max_bytes": 5677
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "38 of 38 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 38,
                      "sampled": 38
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                ".mise.toml",
                "Makefile"
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.17,
              "toolchain_manifests": [
                "go.mod"
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              "dependency_bot_commit_share": 0.16
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": ".mise.toml, Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".mise.toml, 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": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "17 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 17,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "16 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 16,
                      "sampled": 100
                    }
                  }
                ],
                "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": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 69635,
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                    }
                  }
                ],
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              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/62 source files over 60KB",
                "points": 54.1,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 62,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
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            "notes": [],
            "value": 40,
            "inputs": {
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              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "samples"
                    }
                  }
                ],
                "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": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
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          "label": "library",
          "source": "registry:go",
          "weight": 6
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      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T16:03:34.678735Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/PrefectHQ/prefect-operator.svg",
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}

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

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

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