Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.26.0 · метрики 1.13.0 · 2026-07-22 08:45 UTC

leandroveronezi / go-recognizer

Face detection and recognition using golang

GoMIT★ 78 зірок⑂ 13 форківз лют. 2020 р.Переглянути на GitHub ↗

leandroveronezi/go-recognizer має індекс здоров’я 54 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (62/100), найнижчий — Community & Adoption (45/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.

54
загалом / 100
Помірний

Індекс здоров'я програмного забезпечення

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

54
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.

Власність

leandroveroneziОсобистий обліковий запис
6 підписників21 публічний репозиторійз січ. 2017 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
Gogithub.com/leandroveronezi/go-recognizerv1.1.0-111 день тому

Метрики за категоріями

Життєздатність

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

51Помірний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
0.7/36Ритм комітів — 1/52 тижнів із комітами
14/18Обсяг комітів — 35 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_year35
human_commit_share0,971
days_since_last_push0
active_weeks_last_year1

Дисципліна релізів

36У зоні ризику
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 2 релізів
0/36Свіжість релізів — останній реліз 1 191 дн. тому
5.4/27Ритм релізів — реліз кожні ~805 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count2
latest_release_tagv1.0.1
releases_from_tagsні
days_since_latest_release1 191
mean_days_between_releases805
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?

45У зоні ризику · 18% загального індексу
Як обчислюється оцінка
30.6/60Зірки — 78 зірок
9/25Форки — 13 форків
1.7/15Спостерігачі — 3 спостерігачів
Використані вхідні дані
forks13
stars78
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні

Сталість та врядування

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

53Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
0/22.5Розподіл комітів — головний контриб’ютор — автор 100% комітів
1.4/13.5Широта контриб’юторів — 1 контриб’юторів
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Використані вхідні дані
bus_factor1
contributors_sampled1
top_contributor_share1
Як обчислюється оцінка
0/46.8Вирішення issue — немає issue або даних
38.2/38.3Прийняття PR — злито 2/2 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs2
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Виключено з оцінювання (немає даних або не застосовно): Вирішення issue. Залишкові ваги перенормовано.

Власність та опіка

47У зоні ризику
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
6.1/25Охоплення власника — 6 підписників у leandroveronezi
21.8/25Послужний список — 21 публічних репозиторіїв, вік облікового запису ~9 р.
Використані вхідні дані
followers6
owner_typeUser
is_verified
owner_loginleandroveronezi
public_repos21
account_age_days3 459
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у go
35/35Свіжість публікацій — остання публікація 1 дн. тому
20/20Історія версій — 11 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesgithub.com/leandroveronezi/go-recognizer
ecosystemsgo
any_deprecatedні
min_days_since_publish1

Інженерна якість

Чи наявні базові інженерні практики та документація?

62Помірний · 20% 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
0/20OpenSSF Scorecard: CI-Tests — немає даних
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: CI-Tests. Залишкові ваги перенормовано.

Документація

65Помірний
Як обчислюється оцінка
30/30README
0/25Каталог документації
15/15Сайт документації / домашня сторінка — https://leandroveronezi.github.io/go-recognizer
10/10Опис репозиторію
10/10Теми — 8 тем
0/10Wiki
Використані вхідні дані
topicsgolang, face-recognition, face-detection, dlib-face-detection, dlib-face-recognition, cnn-classification, computer-vision, go
has_wikiні
homepagehttps://leandroveronezi.github.io/go-recognizer
has_readmeтак
has_docs_dirні
has_descriptionтак

Безпека

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

58Помірний · 16% загального індексу

Стан безпеки

47У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — немає даних
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
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 — no SAST tool detected
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
7.5/7.5Vulnerabilities — 0 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): ci_tests, packaging, signed_releases. 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
advisories0
affected_packages0
assessed_packages5
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень, Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено 5 резолвлених залежностей із OSV. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.

Готовність до ШІ

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

58Помірний · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
27.5/40Читабельна історія комітів — намір зазначено у 34 з 66 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,515
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
12.6/18Розгортання однією командою — examples/go.mod, go.mod (домовленість інструментарію, без раннера задач)
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — Go (статично типізована)
10/10Відтворюване середовище — Dockerfile
8.8/10Підтверджена практика роботи з агентами — 3 з останніх 68 комітів створено агентом або з його зазначенням
8/8Автоматизоване супроводження — 2 з останніх 68 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
lockfiles
has_dockerfileтак
typed_languageтак
bootstrap_files
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0,044
toolchain_manifestsexamples/go.mod, go.mod
dependency_bot_commit_share0,029
Як обчислюється оцінка
45/45Типізований код — Go (статично типізована)
55/55Керовані розміри файлів — 0/10 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageGo
largest_source_bytes12 937
source_files_sampled10
oversized_source_files0
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalні
api_schema_files

Ключові факти

78зірок GitHub
1контриб'юторів
35комітів за останні 12 місяців
0днів від останнього пушу
2релізів
1бас-фактор
0відкритих issue
Goпакетних екосистем

Докладніше

Історія зірок і форків 78 ★ / 13 ⇿
78Зірки
13Форки
2Релізи

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

020406080781282020-032023-052026-07
Мажорні 1Мінорні 0Патчі 1

Кожна точка охоплює 6 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 · 2026-07-22 08:45 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
н/дCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
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
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Прямі залежності 4
РеєстрПакетОбмеження версіїМаніфест
Gogithub.com/fogleman/ggv1.3.0go.mod
Gogithub.com/golang/freetypev0.0.0-20170609003504-e2365dfdc4a0go.mod
Gogolang.org/x/imagev0.44.0go.mod
Gogithub.com/leandroveronezi/go-facev1.1.0go.mod
Усі залежності 5

Повний розв'язаний набір залежностей із графа залежностей GitHub: 4 прямих і 1 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
Gogithub.com/fogleman/ggv1.3.0пряма
Gogithub.com/golang/freetypev0.0.0-20170609003504-e2365dfdc4a0пряма
Gogithub.com/leandroveronezi/go-facev1.1.0пряма
Gogolang.org/x/imagev0.44.0пряма
Gogithub.com/leandroveronezi/go-recognizerv1.1.0непряма
Сповіщення про залежності 0

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 5 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 0 мають відомі сповіщення, з них 0 прямі.

Жодне відоме сповіщення не стосується оцінених залежностей.

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

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "golang",
        "face-recognition",
        "face-detection",
        "dlib-face-detection",
        "dlib-face-recognition",
        "cnn-classification",
        "computer-vision",
        "go"
      ],
      "is_fork": false,
      "size_kb": 29512,
      "has_wiki": false,
      "homepage": "https://leandroveronezi.github.io/go-recognizer",
      "languages": {
        "Go": 36498
      },
      "pushed_at": "2026-07-21T13:46:45Z",
      "created_at": "2020-02-29T19:07:10Z",
      "owner_type": "User",
      "updated_at": "2026-07-21T13:48:30Z",
      "description": "Face detection and recognition using golang",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "master",
      "license_spdx_raw": "MIT",
      "primary_language": "Go",
      "significant_languages": [
        "Go"
      ]
    },
    "owner": {
      "blog": null,
      "name": null,
      "type": "User",
      "login": "leandroveronezi",
      "company": null,
      "location": null,
      "followers": 6,
      "avatar_url": "https://avatars.githubusercontent.com/u/25439856?v=4",
      "created_at": "2017-01-30T19:00:10Z",
      "is_verified": null,
      "public_repos": 21,
      "account_age_days": 3459
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2023-04-17T18:00:38Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2021-02-01T18:03:50Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "d00c43f76ffb3a2b603c53e244c6204cea1d9fa1",
          "body": null,
          "is_bot": false,
          "headline": "README: render the dlib note as a GitHub [!NOTE] callout",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-21T13:46:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da2471e0465b738ef2f6f543321db519bd9a5d1a",
          "body": "The shortened version pointing to go-face's README for specifics was\nless clear standalone -- use the same full paragraph in both.",
          "is_bot": false,
          "headline": "README: match go-face's full dlib-datedness note verbatim",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-21T13:41:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62d71784b1549cba8a644eaf73b73c4bfc3a21c1",
          "body": "Points to go-onnxface for actively-developed alternatives; see\ngo-face's README for the specifics behind the claim.",
          "is_bot": false,
          "headline": "README: note that dlib's face pipeline predates modern models",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-21T13:34:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7817c13609cbcdf4ef4e137189cd1661d8625224",
          "body": "RecognizeSingle genuinely returns ErrNotSingleFace (unlike\nRecognizeMultiples/IdentifyMultiples, which return an empty/partial\nlist instead of erroring), so it's worth showing the errors.Is check\nhere too.",
          "is_bot": false,
          "headline": "examples: demonstrate ErrNotSingleFace in the landmarks example",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-20T13:48:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aec4919f9699f2a7fda9e02774bc6f2f7201108f",
          "body": "Makes the ErrNoFace/ErrNotSingleFace check visible where it actually\nhappens (AddImageToDataset), instead of only in the README's Errors\nsection.",
          "is_bot": false,
          "headline": "examples: demonstrate sentinel error handling with errors.Is",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-20T13:44:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c2041a2b91937112bb10f624deee2db4e8b00a2",
          "body": null,
          "is_bot": false,
          "headline": "examples: bump go-recognizer/go-face to v1.1.0 (Identify rename)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-20T13:32:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67037a81bb0e652599977fa8983ab007f6c3084c",
          "body": "Aligns with go-face's Identify/IdentifyThreshold rename (breaking, no\nalias) and biometric terminology (Detect -> Recognize -> Compare ->\nIdentify).\n\nAlso replaces string-matched error messages with exported sentinel\nerrors (ErrNoFace, ErrNotSingleFace, ErrNoMatch, ErrDatasetFileNotFound)\ncheckable via errors.Is, and fixes a stale doc comment on Identify that\nclaimed it returns an empty list on no match (it returns ErrNoMatch).\n\nRequires go-face v1.1.0.",
          "is_bot": false,
          "headline": "Rename Classify to Identify/IdentifyMultiples; add sentinel errors",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-20T13:30:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "54bef48e25f885bfc8b7105a9ac28ed2531fb3ee",
          "body": "Downloads shape_predictor_5_face_landmarks.dat,\ndlib_face_recognition_resnet_model_v1.dat, and\nmmod_human_face_detector.dat from the dlib-models repository into a\ngiven directory, skipping any file that's already there -- safe to\ncall unconditionally before Init on every startup, similar to how\nlibr\n[…]\nhe real models.\n\nNote: this adds a real ~30s network download to the test suite's\ndefault run (test suite went from ~26s to ~66s) -- flagging in case\nthat's worth gating behind `go test -short` later.",
          "is_bot": false,
          "headline": "Add DownloadModels to fetch default model files if missing",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T16:47:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "de9e3b2aceb0af80c2c7d7f81a9f7ead876807e0",
          "body": "Multi-stage build: compiles dlib from source on Alpine (which has no\ndlib package), builds the detection example against it (dlib links\nstatically, so the runtime stage doesn't need it), and produces a\n~50MB runtime image with just the shared libraries the compiled binary\nactually needs (found via a\n[…]\nts dlib's old cmake_minimum_required() declarations)\nwithout them.\n\nVerified by actually building and running the image: all 7 faces in\nelenco3.jpg detected and labeled correctly inside the container.",
          "is_bot": false,
          "headline": "examples: add Docker build example (Kagami/go-face#76)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T16:33:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dc7693171a26271640971761c2a7aa58520383f0",
          "body": null,
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.9",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T15:27:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d9546b40c461773c9f024e34d5e5736814a1151",
          "body": "AddImageToDataset, RecognizeSingle, and RecognizeMultiples used to\nwrite a grayscale JPEG to a temp file just so go-face could immediately\ndecode that same JPEG back into pixels. With go-face v1.0.7's\nRecognizeRaw (Kagami/go-face#69), the already-decoded, already-grayed\npixels go straight to goFace \n[…]\n- faces.jpg/faces2.jpg came\nout byte-identical (annotation draws over the original color image, not\nthe internal recognition path), landmarks.jpg shifted by ordinary\ndecoder-rounding differences only.",
          "is_bot": false,
          "headline": "Skip the temp-file/JPEG round trip when UseGray is set",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T15:25:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5f2db5d9d52705d9204b9b5b550af0242cd185ea",
          "body": null,
          "is_bot": false,
          "headline": "README: add CI status badge",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:57:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91747a5214211ece495bf24c354f7574cf656914",
          "body": null,
          "is_bot": false,
          "headline": "ci: use go mod tidy instead of go mod download to populate go.sum",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:53:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "528d6cf5fcd3f2e3167c325175b9993c9e1bc4e7",
          "body": null,
          "is_bot": false,
          "headline": "ci: download deps before build (go.sum isn't tracked in this repo)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:52:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0dc93978ca457b4d628cb1dd7956b67f639a2bd2",
          "body": "No CI existed before this -- the exact gap that let the GrayScale/JPEG\nregression found earlier this session land on master undetected, since\ngo build/go vet don't exercise runtime behavior. This runs the full\ntest suite (and govulncheck) automatically instead of relying on\nsomeone noticing manually.",
          "is_bot": false,
          "headline": "Add CI: build, vet, test -race, govulncheck on every push/PR",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:51:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3dbf889a76e9d98650a7dc0f5635fd421445cd22",
          "body": null,
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.8",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:35:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cd0550f2357731b55b5b3f778f5627ec69334b6",
          "body": null,
          "is_bot": false,
          "headline": "Bump go-face to v1.0.5 (fixes upstream Kagami/go-face#82 build error)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:34:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b21880ed01bb0b60d30bf7f2fc14009f64ebd973",
          "body": "go-face's own file loader only understands JPEG, but go-recognizer\nalready worked around this: with the default UseGray=true,\nAddImageToDataset/RecognizeFile decode the source with Go's standard\nimage package (PNG is supported here via fogleman/gg's transitive\nimage/png import) and re-encode as JPEG\n[…]\nhich case is covered: with UseGray=false the file\ngoes straight to go-face's JPEG-only loader, so PNG fails there --\ndocumented and tested as the boundary of the workaround, not silently\nglossed over.",
          "is_bot": false,
          "headline": "Document and test PNG support via UseGray (Kagami/go-face#45)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:20:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "726d9000dbdbfd5c7b53a8a96b650a6379cebc94",
          "body": "Same pattern as Model.Landmark: set before Init to point the resnet\ndescriptor and/or CNN detector loading at differently-named or\nfine-tuned model files, instead of go-face's defaults. Backed by\ngo-face v1.0.4's generalized NewRecognizerWithModels.\n\nAdded regression tests proving both are genuinely honored (a wrong\nfilename fails to load; a renamed file loads and produces working\ndescriptors/detections through the configured name, not the default).",
          "is_bot": false,
          "headline": "Expose Model.Descriptor and Model.CNN alongside Model.Landmark",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:08:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb7f62d4cf0cc7a2b15b3f9112b7fe99d541c961",
          "body": "No tests existed before this -- the grayscale/JPEG regression found\nearlier this session was only caught by manually exercising\nAddImageToDataset end-to-end, not by build/vet. Uses the models/photos\nalready checked into examples/ rather than duplicating fixtures.\n\nrecognizer_test.go:\n- Init loads th\n[…]\n), with no dlib/model files needed.\n- DrawFaces/DrawFaces2/DrawLandmarks smoke tests using synthesized\n  Face/goFace.Face values, also without needing real detection.\n- SaveImage/LoadImage round trip.",
          "is_bot": false,
          "headline": "Add automated test suite",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:53:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b569b2ba4d4c79871e36ab82a932e97ea9129c5b",
          "body": null,
          "is_bot": false,
          "headline": "README: document rec.Model.Landmark (68-point landmark option)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:48:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34692ab181c16593f3cbcb1a56297273cdcccfa8",
          "body": "Set rec.Model.Landmark = \"shape_predictor_68_face_landmarks.dat\" before\nInit for full facial contour landmarks (jawline, eyebrows, nose bridge,\neyes, lips) in Face.Shapes, instead of the default 5-point model. Backed\nby go-face v1.0.3's NewRecognizerWithShapePredictor.\n\nVerified end-to-end: 68-point model returns 68 shapes and draws the full\ncontour via DrawLandmarks; default (empty Model.Landmark) still returns\n5 shapes as before.",
          "is_bot": false,
          "headline": "Add Model.Landmark to select a non-default shape predictor",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:47:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b75cfd85fd0ed16532367a7c7fdbf50a47be4cc7",
          "body": "- New Features bullets for incremental dataset updates, match\n  distance/confidence, and landmarks.\n- Face recognition example updated to match recognition/main.go (no\n  more SetSamples() call, prints Distance/Confidence per match).\n- New Face landmarks section with the landmarks/ example and result\n  image.\n- Note that examples now live one per subfolder and must be run from\n  inside examples/.",
          "is_bot": false,
          "headline": "README: document landmarks/distance/confidence, add landmarks example",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:33:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c59ba72d888319fcb142ba907e8ff95bd81e5dc",
          "body": "- Move detection.go and recognition.go into their own detection/ and\n  recognition/ packages: both were package main with their own\n  func main() in the same directory, so go build ./... in this module\n  has never actually succeeded until now.\n- New landmarks/ example: runs RecognizeSingle on fotos/\n[…]\nfier in sync incrementally as of\n  go-recognizer v1.0.5) and prints each match's Distance/Confidence.\n- Bump to go-recognizer v1.0.5 / go-face v1.0.2.\n- Regenerate faces.jpg/faces2.jpg output samples.",
          "is_bot": false,
          "headline": "examples: reorganize into subfolders, add landmarks example",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:31:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "50b70e945b8157233b64f75e7f79315da04ea323",
          "body": "…ssion\n\n- Face gains Shapes ([]image.Point, the facial landmark points already\n  returned by go-face but previously dropped), Distance (squared\n  Euclidean distance to the matched Dataset entry), and Confidence (a\n  convenience 1-Distance/Tolerance score in [0,1], not a calibrated\n  probability). Po\n[…]\ngeToDataset end-to-end with real models\n  during this change, not by build/vet alone. Now builds an *image.NRGBA\n  from grayscale-converted pixels instead, which still encodes as a\n  3-component JPEG.",
          "is_bot": false,
          "headline": "Expose landmarks, match distance/confidence; fix grayscale JPEG regre…",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:29:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6580ae7af2dbffa5726fa87eafd7a710e176d0ea",
          "body": null,
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.4 (arch-aware go-face CXXFLAGS)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:11:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0c10919c9fdae6793b226ca935760b62d7369d7",
          "body": "- go-face v1.0.1 fixes an ARM/Apple Silicon build regression introduced\n  by v1.0.0's hardcoded -march=x86-64.\n- Drop the Go Report Card badge: the service has been sunset (the page\n  now shows a static \"thank you\" notice instead of grading repos).\n- Document that go-face needs CGO_ENABLED=1; without it the build fails\n  with confusing \"undefined: face.NewRecognizer\" errors instead of a\n  compiler error.",
          "is_bot": false,
          "headline": "Bump go-face to v1.0.1 (arch-aware CXXFLAGS); README cleanup",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:09:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7975d6ef7b35ab3edcb745a3943f2862c68882ed",
          "body": "- Add an intro paragraph and a features list instead of jumping\n  straight to install instructions.\n- Swap the dead godoc.org badge for pkg.go.dev, add a latest-tag badge.\n- Fix grammar issues and tidy formatting/spacing.\n- Point the examples at examples/ so the README code stays honest\n  about being runnable, and fix the faces2.jpeg/faces2.jpg mismatch.\n- Add Contributing and License sections.",
          "is_bot": false,
          "headline": "Rewrite README for clarity and discoverability",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T12:52:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e634136b4a9451e60898f870d5c3ea3a23ca3a71",
          "body": "Classify/ClassifyMultiples index into Dataset using positions captured\nat the last SetSamples call, so those positions go stale as soon as\nAddImageToDataset, LoadDataset, or Init change Dataset underneath them.\nThis was already true before the mutex work; it just wasn't written\ndown anywhere.",
          "is_bot": false,
          "headline": "Document the SetSamples/Dataset consistency contract",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T12:44:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87ed4ee68cdf21ae70ac6f19eb0d6026b1d6ab47",
          "body": null,
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.3 (leandroveronezi/go-face fork)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T12:36:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84557c1c6397e6120bd0e6b135e1287df2c0bea6",
          "body": "Upstream Kagami/go-face has had no recent activity and ships a\nhardcoded -march=native CXXFLAGS that breaks builds on CI/containers\nwhose compiler doesn't recognize the reported host architecture.\nSwitch to a maintained fork that fixes it, so this build-portability\nfix reaches everyone who depends on go-recognizer instead of only\nworking when go-recognizer's own go.mod has a replace directive\n(which wouldn't propagate to downstream consumers).",
          "is_bot": false,
          "headline": "Depend on github.com/leandroveronezi/go-face instead of Kagami/go-face",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T12:34:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df75d3f91a3deab1d7bf046c242baa51b27ee637",
          "body": "… with a mutex\n\n- SaveImage no longer leaks a file descriptor when jpeg.Encode fails;\n  createTempGrayFile now removes its temp file if SaveImage fails after\n  creating it.\n- LoadDataset closes its file handle; SaveDataset writes the dataset\n  file at 0600 (was 0777) and chmods it explicitly so a pr\n[…]\ns-check personID against len(Dataset)\n  before indexing, and ClassifyMultiples now locks only around each\n  Dataset read instead of the whole classify loop.\n\nNo public API names or signatures changed.",
          "is_bot": false,
          "headline": "Fix file-handle leaks, tighten dataset permissions, and guard Dataset…",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-17T19:36:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "776019e0bb5b2d6a5419bc9745e29b49d2f2762f",
          "body": "Resolves the remaining Dependabot alerts on examples/go.mod (unpatched\ndisintegration/imaging TIFF crash, outdated golang.org/x/image).\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.2 to pull in security fixes",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-17T18:51:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9cb221792942a1bb75075e969d122a78ba7d3d86",
          "body": "…advisory\n\ngithub.com/disintegration/imaging has no fixed version for GHSA-q7pp-wcgr-pffx\n(CVE-2023-36308, integer index out of range in Grayscale when processing\ncrafted TIFF images) and is unmaintained. Replace the single call site\n(GrayScale) with a minimal stdlib-only implementation, removing the\nvulnerable dependency entirely.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Remove disintegration/imaging dependency to fix unpatched TIFF crash …",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-17T18:49:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "692fa017ab98f1d7bf56b1909a216b30058696b3",
          "body": "Resolves Dependabot alerts including the high-severity TIFF PackBits\nexcessive resource consumption issue plus older palette-color panic\nand OOM/CPU-consumption advisories.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump golang.org/x/image to v0.44.0 to fix security advisories",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-17T18:40:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "95b348022f568b2482d2c968ca84e865aa162b51",
          "body": "…ng.org/x/image-0.5.0\n\nBump golang.org/x/image from 0.0.0-20200119044424-58c23975cae1 to 0.5.0",
          "is_bot": false,
          "headline": "Merge pull request #2 from leandroveronezi/dependabot/go_modules/gola…",
          "author_name": "leandroveronezi",
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            "notes": [],
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                "points": 0,
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                "key": "pr_template",
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            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
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                "status": "partial",
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                "key": "openssf_scorecard_contributors",
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                "code": "excluded_no_data",
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              {
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                "key": "pr_acceptance",
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              {
                "key": "openssf_scorecard_code_review",
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                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 47,
            "inputs": {
              "followers": 6,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "leandroveronezi",
              "public_repos": 21,
              "account_age_days": 3459
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "6 followers of leandroveronezi",
                "points": 6.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 6,
                      "login": "leandroveronezi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "21 public repos, account ~9 yr old",
                "points": 21.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 21
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 9
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/leandroveronezi/go-recognizer"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 1
            },
            "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 1 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 1
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "11 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "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": 62,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "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": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [
                "golang",
                "face-recognition",
                "face-detection",
                "dlib-face-detection",
                "dlib-face-recognition",
                "cnn-classification",
                "computer-vision",
                "go"
              ],
              "has_wiki": false,
              "homepage": "https://leandroveronezi.github.io/go-recognizer",
              "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": "https://leandroveronezi.github.io/go-recognizer",
                "points": 15,
                "status": "met",
                "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": "8 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "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": 58,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "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": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "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": "no SAST tool detected",
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 5 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": 5
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 5,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 5,
              "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
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 58,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 28,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.515,
              "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": "34 of 66 human commits state their intent (structured subject or explanatory body)",
                "points": 27.5,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 34,
                      "sampled": 66
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.044,
              "toolchain_manifests": [
                "examples/go.mod",
                "go.mod"
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              "dependency_bot_commit_share": 0.029
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "examples/go.mod, go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "examples/go.mod, go.mod"
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                  }
                ],
                "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": "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",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "3 of the last 68 commits agent-authored or agent-credited",
                "points": 8.8,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 3,
                      "sampled": 68
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "2 of the last 68 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 2,
                      "sampled": 68
                    }
                  }
                ],
                "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 12937,
              "source_files_sampled": 10,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/10 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 10,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "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": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-22T08:45:48.249276Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/leandroveronezi/go-recognizer.svg",
  "full_name": "leandroveronezi/go-recognizer",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.26.0 — повна методологія · вікі метрик.

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