Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-24 15:12 UTC

adynascimento / deep-learning

Deep Feedforward Neural Network (DNN) code from scratch using Golang. Also includes hyperparameter optimization algorithms for the Neural Network

GoMIT★ 0 зірок⑂ 0 форківз бер. 2022 р.Переглянути на GitHub ↗

adynascimento/deep-learning має індекс здоров’я 41 зі 100, що відповідає смузі «У зоні ризику». Найвищий показник — Vitality (73/100), найнижчий — Engineering Quality (21/100). Останнє оновлення було 4 дні тому. Більшість нещодавньої роботи виконує один учасник.

41
загалом / 100
У зоні ризику

Індекс здоров'я програмного забезпечення

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

41
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

adyllysonОсобистий обліковий запис
1 підписник4 публічні репозиторіїз бер. 2022 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/adynascimento/deep-learningv1.5.0-95 днів тому

Метрики за категоріями

Життєздатність

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

73Добрий · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 4 дн. тому
4.2/36Ритм комітів — 6/52 тижнів із комітами
10.3/18Обсяг комітів — 13 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year13
human_commit_share1
days_since_last_push4
active_weeks_last_year6
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 9 релізів
36/36Свіжість релізів — останній реліз 5 дн. тому
19.8/27Ритм релізів — реліз кожні ~98,1 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count9
latest_release_tagv1.5.0
releases_from_tagsні
days_since_latest_release5
mean_days_between_releases98,1
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?

24Критичний · 18% загального індексу
Як обчислюється оцінка
0/60Зірки — 0 зірок
0/25Форки — 0 форків
0/15Спостерігачі — 1 спостерігачів
Використані вхідні дані
forks0
stars0
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
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?

49У зоні ризику · 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 10/10 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/13 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs10
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

33У зоні ризику
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
2.2/25Охоплення власника — 1 підписників у adynascimento
13.9/25Послужний список — 4 публічних репозиторіїв, вік облікового запису ~4 р.
Використані вхідні дані
followers1
owner_typeUser
is_verified
owner_loginadynascimento
public_repos4
account_age_days1 605
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 5 дн. тому
20/20Історія версій — 9 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesgithub.com/adynascimento/deep-learning
ecosystemsgo
any_deprecatedні
min_days_since_publish5

Інженерна якість

Чи наявні базові інженерні практики та документація?

21Критичний · 20% загального індексу
Як обчислюється оцінка
0/24Процеси CI
0/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 7 merged PRs checked by a CI test -- score normalized to 0
Використані вхідні дані
has_ciні
has_testsні
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

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

Безпека

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

28Критичний · 16% загального індексу

Стан безпеки

28Критичний
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — немає даних
0/2.5CI-Tests — 0 out of 7 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/13 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
0/10Dangerous-Workflow — немає даних
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — немає даних
0/5Pinned-Dependencies — немає даних
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — немає даних
0/7.5Vulnerabilities — 15 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated12
scorecard_versionv5.5.0
checks_inconclusive6
scorecard_aggregate2,8
Виключено з оцінювання (немає даних або не застосовно): branch_protection, dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Залишкові ваги перенормовано.

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.

38У зоні ризику · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
6/40Читабельна історія комітів — намір зазначено у 6 з 53 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,113
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
12.6/18Розгортання однією командою — go.mod (домовленість інструментарію, без раннера задач)
0/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — Go (статично типізована)
10/10Відтворюване середовище — lockfile
0/10Підтверджена практика роботи з агентами — серед останніх 53 комітів немає створених агентом
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — немає даних
Використані вхідні дані
has_nixні
has_testsні
lockfilesgo.sum
has_dockerfileні
typed_languageтак
bootstrap_files
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Pinned-Dependencies. Залишкові ваги перенормовано.
Як обчислюється оцінка
45/45Типізований код — Go (статично типізована)
55/55Керовані розміри файлів — 0/39 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageGo
largest_source_bytes13 745
source_files_sampled39
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

0зірок GitHub
1контриб'юторів
13комітів за останні 12 місяців
4днів від останнього пушу
9релізів
1бас-фактор
0відкритих issue
Goпакетних екосистем

Попередження щодо збору даних

  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Докладніше

OpenSSF Scorecard 2.8 / 10
2.8сукупно

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 · 2026-07-24 15:12 UTC

10Binary-Artifactsno binaries found in the repo
н/дBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
0CI-Tests0 out of 7 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/13 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
н/дDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
н/дPackagingpackaging workflow not detected
н/дPinned-Dependenciesno dependencies found
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
н/дToken-PermissionsNo tokens found
0Vulnerabilities15 existing vulnerabilities detected
Прямі залежності 6
РеєстрПакетОбмеження версіїМаніфест
Gogithub.com/adynascimento/plotv1.4.1go.mod
Gogithub.com/c-bata/goptunav0.9.0go.mod
Gogithub.com/olekukonko/tablewriterv0.0.5go.mod
Gogithub.com/schollz/progressbar/v3v3.14.4go.mod
Gogonum.org/v1/gonumv0.14.0go.mod
Gogonum.org/v1/netlibv0.0.0-20230729102104-8b8060e7531fgo.mod
Усі залежності не зібрано

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

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 51730,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Go": 107838
      },
      "pushed_at": "2026-07-20T03:57:13Z",
      "created_at": "2022-03-01T23:24:11Z",
      "owner_type": "User",
      "updated_at": "2026-07-18T15:13:45Z",
      "description": "Deep Feedforward Neural Network (DNN) code from scratch using Golang. Also includes hyperparameter optimization algorithms for the Neural Network ",
      "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": "adyllyson",
      "type": "User",
      "login": "adynascimento",
      "company": null,
      "location": null,
      "followers": 1,
      "avatar_url": "https://avatars.githubusercontent.com/u/100733539?v=4",
      "created_at": "2022-03-01T23:09:56Z",
      "is_verified": null,
      "public_repos": 4,
      "account_age_days": 1605
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2026-07-18T15:17:37Z"
        },
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2024-08-24T12:40:06Z"
        },
        {
          "tag": "v1.3.2",
          "kind": "patch",
          "published_at": "2024-07-27T16:04:06Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2024-07-13T01:48:45Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2024-07-12T03:26:51Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2024-06-16T03:46:34Z"
        },
        {
          "tag": "v1.0.2",
          "kind": "patch",
          "published_at": "2024-05-26T04:05:33Z"
        },
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2024-05-25T21:04:56Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2024-05-25T02:46:29Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "8b4e315359d0ce11491bc52548645f368996fab1",
          "body": "…ments\n\nFeature/performance improvements",
          "is_bot": false,
          "headline": "Merge pull request #10 from adynascimento/feature/performance-improve…",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2026-07-18T15:13:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9d72fa186b66cdc907865750b8b15f0e0b2cb8c",
          "body": null,
          "is_bot": false,
          "headline": "improve documentation",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2026-07-18T15:06:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97c51ea4fc472c8b10f8de39c5d5e627e8d93fd1",
          "body": null,
          "is_bot": false,
          "headline": "apply L2 regularization to convolutional weights",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2026-07-17T02:33:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c140b2e95c7fe951ae07d0defa8748bb45bb107",
          "body": null,
          "is_bot": false,
          "headline": "use He and Xavier initialization for neural network weights",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2026-07-17T01:23:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d3e19e00bfb9421e29bc41d0dd380e0a29ff7919",
          "body": null,
          "is_bot": false,
          "headline": "add license file",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2026-07-16T01:39:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "995060e1eb27893b6d0061d7ad5cef1716407726",
          "body": null,
          "is_bot": false,
          "headline": "add fit options for training logs",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2026-07-16T01:25:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7da430dc4bd2e5e649eeac67d5ed5e4b12138a01",
          "body": null,
          "is_bot": false,
          "headline": "optimize backward input gradients using col2im",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2026-07-13T04:33:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0a0af5d7061a6bea5571b2e5bc35c80cf6dbc4e",
          "body": null,
          "is_bot": false,
          "headline": "improvements for convolutional neural network model",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2026-07-09T16:24:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "789be2be6d678b1df6ff93bfa60cde4a4fb71352",
          "body": null,
          "is_bot": false,
          "headline": "improvements for neural network model",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2026-06-14T14:41:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e02a9b9514627b05132a689d6db685d79428725",
          "body": "update plot lib to v1.4.1",
          "is_bot": false,
          "headline": "Merge pull request #9 from adynascimento/feature/update-plot-lib",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2026-06-06T03:33:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2bda43b9527596b4138da57223cb92205048b105",
          "body": null,
          "is_bot": false,
          "headline": "update plot lib to v1.4.1",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2026-06-06T03:32:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd9ca0fab0aa731ac67924ee0c75c278ad111c88",
          "body": "add readme",
          "is_bot": false,
          "headline": "Merge pull request #8 from adynascimento/feature/add-readme",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2026-05-31T20:50:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "41741fd58c7b7f9459a79f7b08d1e897fd86a3ff",
          "body": null,
          "is_bot": false,
          "headline": "add readme",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2026-05-31T20:24:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23681dd1c42f55aaad8001e78ab75d799b5ed698",
          "body": "Feature/cats vs dogs",
          "is_bot": false,
          "headline": "Merge pull request #7 from adynascimento/feature/cats-vs-dogs",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2024-08-24T12:38:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a99ae4f3b4dd2097aeb2377bd1f1b1575168ac43",
          "body": null,
          "is_bot": false,
          "headline": "ntraining loop and progress bar",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-07-27T15:50:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42371434ff62f77e40d292ee880a0f9374c905d2",
          "body": null,
          "is_bot": false,
          "headline": "convolve2D operation with FFT",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-07-24T11:19:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6546b4888fbf66e2ef0a77f8293bc6ac3dc99c11",
          "body": null,
          "is_bot": false,
          "headline": "more example for CNN model",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-07-22T20:08:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a61e1999b7bd35527dc33bd8129c6903f91f290",
          "body": null,
          "is_bot": false,
          "headline": "new trainer with options",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-07-13T01:49:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b07dafd4e48b9d00bfe1066e16c5245b5d658721",
          "body": "Feature/cnn",
          "is_bot": false,
          "headline": "Merge pull request #5 from adynascimento/feature/cnn",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2024-07-12T01:06:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63ecd2a8a215b50afbdc1dc7cd4ed6ca5ebef95e",
          "body": null,
          "is_bot": false,
          "headline": "improvements pooling",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-07-12T01:04:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb6bdeb76d261672d1eb60ed42e70088262177b1",
          "body": null,
          "is_bot": false,
          "headline": "batch size to neural network model",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-07-08T04:13:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b0eb5f3b837b622e40462b5a45270f1afc32733",
          "body": null,
          "is_bot": false,
          "headline": "improvement convolution with im2col operation",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-07-08T00:03:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4fd80e7c4f007891862b5c7d245053c881b5c79b",
          "body": null,
          "is_bot": false,
          "headline": "efficiency in the convolution process",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-07-01T18:19:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f4de1395782ac8effee279c979ab49d19f3080b2",
          "body": null,
          "is_bot": false,
          "headline": "save and load cnn model",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-06-30T05:40:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d9ae1aa6e6ac4a31a1f82f01c4925ddf61996fa",
          "body": null,
          "is_bot": false,
          "headline": "convolutional neural network",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-06-30T00:54:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a9947850de79cc666d7c5a8d7a7a1e456010c22",
          "body": null,
          "is_bot": false,
          "headline": "scaler added in ngo package",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-06-16T03:46:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4377a3df1fc50857ed0a418d4da628116a7ffd6",
          "body": null,
          "is_bot": false,
          "headline": "pca added in ngo package",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-06-15T14:21:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d52d0b0154aeca8bd762722c46f78cee81743524",
          "body": null,
          "is_bot": false,
          "headline": "text vectorizer for multilabel example",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-06-09T21:07:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "599bb13300a45dcb58bb249e3ec4e6b6b70e454e",
          "body": null,
          "is_bot": false,
          "headline": "update plotter lib",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-06-02T21:05:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65aac4d0640c76ef1797f09f19e575d506d57707",
          "body": null,
          "is_bot": false,
          "headline": "split matrix added",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-05-26T04:05:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73e78a3719765214182b98e409b60ad183c1b956",
          "body": null,
          "is_bot": false,
          "headline": "include learning rate in hyperopt",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-05-25T21:05:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77adf8cc6d1956b0ca00a9bc88bcd8ba4a71a87f",
          "body": null,
          "is_bot": false,
          "headline": "go numeric package",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-05-21T00:47:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bb1a950c4a9c4e82892b85a7181535d2a49a1e7",
          "body": null,
          "is_bot": false,
          "headline": "suggest loguniform function",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-05-21T00:39:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bcff33676a5d3a1e1945a7f93889e2b5a8ca8e1c",
          "body": null,
          "is_bot": false,
          "headline": "hyperparameter optimization package",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-05-20T00:49:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a785ac7a930a1ed044774f12ceae1a937a09323",
          "body": null,
          "is_bot": false,
          "headline": "refactoring neural network to use interface",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-05-19T18:05:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94e9faaaa467574b03867862f8f9e7a4b8e16366",
          "body": null,
          "is_bot": false,
          "headline": "hyperparameter optimization package",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-05-18T12:25:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e8d3631ffad6b94cfbb31e476345eb0c645677e",
          "body": null,
          "is_bot": false,
          "headline": "update plotlib",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-05-15T21:40:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dfee1e7764ccd716a62d0ee53d6b4d83bb9d9d7d",
          "body": null,
          "is_bot": false,
          "headline": "multiclass model with mnist dataset",
          "author_name": "adynascimento",
          "author_login": "adynascimento",
          "committed_at": "2024-05-15T21:40:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e48b68c5cfe498a46b53ff4d632ca59cebad887",
          "body": null,
          "is_bot": false,
          "headline": "multi and binary class model",
          "author_name": "adyllyson-gomes",
          "author_login": "adynascimento",
          "committed_at": "2024-05-15T21:40:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d2ba386c4379654c28da765bf1a6ce5042ae87b",
          "body": null,
          "is_bot": false,
          "headline": "neural network",
          "author_name": "adyllyson-gomes",
          "author_login": "adynascimento",
          "committed_at": "2024-05-05T18:08:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "166079140c2150b3224734896dde18ac5d2943d1",
          "body": null,
          "is_bot": false,
          "headline": "improvements for output layer",
          "author_name": "adyllyson-gomes",
          "author_login": "adynascimento",
          "committed_at": "2024-05-03T01:44:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c0e3be7aa0029213e9707cd2d009781fe803faf7",
          "body": null,
          "is_bot": false,
          "headline": "using plotlib",
          "author_name": "adyllyson-gomes",
          "author_login": "adynascimento",
          "committed_at": "2024-05-01T21:14:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a9f590ab96eb20d370be09662d7249fb6b91c31",
          "body": null,
          "is_bot": false,
          "headline": "improvements",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2022-04-07T23:36:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46a1919a7ec626bd18aa4f418a5b4cab93bf8060",
          "body": null,
          "is_bot": false,
          "headline": "axis limits added to plot",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2022-04-02T20:33:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68a43de3e8fa428ef66a94a8ad8e55f668a22899",
          "body": null,
          "is_bot": false,
          "headline": "plot code implemented",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2022-03-28T23:37:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53e81e1f257826108b01ac69d99108993dc784a0",
          "body": null,
          "is_bot": false,
          "headline": "refactored code",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2022-03-27T12:24:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0830a023ef1ab41c5d97a0b81f19e1a0694baabe",
          "body": "adam optimizer and L2 regularizer",
          "is_bot": false,
          "headline": "Merge pull request #1 from adyllyson-gomes/adamOptimizer",
          "author_name": "adyllyson-gomes",
          "author_login": "adynascimento",
          "committed_at": "2022-03-26T20:35:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "185f23ebcbca724bc11a90796fdee49c118f9d8f",
          "body": null,
          "is_bot": false,
          "headline": "refactored code",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2022-03-26T20:33:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a95c97bee7174970ce3f57e08b56e22c3be8fd81",
          "body": null,
          "is_bot": false,
          "headline": "save and load model implemented",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2022-03-26T12:49:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "548fd540220cda8f79b86842307c4f76f551cd70",
          "body": null,
          "is_bot": false,
          "headline": "l2 regularization",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2022-03-14T02:07:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14b11d2538a28ac2957019f681bf374d436aa115",
          "body": null,
          "is_bot": false,
          "headline": "adam optimizer implemented",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2022-03-13T17:39:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62547e969bd18684f528450734163d58b6dc68db",
          "body": null,
          "is_bot": false,
          "headline": "refactored matrix operations",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2022-03-07T00:59:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3db04b5feab0c1041fbcb4b06eda9b05aa8b2a54",
          "body": null,
          "is_bot": false,
          "headline": "neural network in Go",
          "author_name": "adyllyson",
          "author_login": "adynascimento",
          "committed_at": "2022-03-01T23:35:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 9,
      "commits_last_year": 13,
      "latest_release_at": "2026-07-18T15:17:37Z",
      "latest_release_tag": "v1.5.0",
      "releases_from_tags": false,
      "days_since_last_push": 4,
      "active_weeks_last_year": 6,
      "days_since_latest_release": 5,
      "mean_days_between_releases": 98.1
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 42,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "github.com/adynascimento/deep-learning",
          "exists": true,
          "license": null,
          "keywords": [],
          "ecosystem": "go",
          "matches_repo": true,
          "registry_url": "https://pkg.go.dev/github.com/adynascimento/deep-learning",
          "is_deprecated": false,
          "latest_version": "v1.5.0",
          "repository_url": "https://github.com/adynascimento/deep-learning",
          "versions_count": 9,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": null,
          "latest_published_at": "2026-07-18T15:13:35Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 5
        }
      ]
    },
    "popularity": {
      "forks": 0,
      "stars": 0,
      "watchers": 1,
      "fork_history": {
        "days": [],
        "complete": true,
        "collected": 0,
        "total_forks": 0
      },
      "star_history": {
        "days": [],
        "complete": true,
        "collected": 0,
        "total_stars": 0,
        "collected_at": null
      },
      "open_issues_and_prs": 0
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [
        "go.mod"
      ],
      "largest_source_bytes": 13745,
      "source_files_sampled": 39,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "go.mod"
      ],
      "advisories": {
        "error": null,
        "scope": null,
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "go"
      ],
      "dependencies": [
        {
          "name": "github.com/adynascimento/plot",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.4.1"
        },
        {
          "name": "github.com/c-bata/goptuna",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.9.0"
        },
        {
          "name": "github.com/olekukonko/tablewriter",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.5"
        },
        {
          "name": "github.com/schollz/progressbar/v3",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v3.14.4"
        },
        {
          "name": "gonum.org/v1/gonum",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.14.0"
        },
        {
          "name": "gonum.org/v1/netlib",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.0.0-20230729102104-8b8060e7531f"
        }
      ],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 10,
        "open_issues": 0,
        "closed_ratio": null,
        "closed_issues": 0,
        "closed_unmerged_prs": 0
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "adynascimento",
          "commits": 53,
          "avatar_url": "https://avatars.githubusercontent.com/u/100733539?v=4"
        }
      ],
      "contributors_sampled": 1,
      "top_contributor_share": 1
    },
    "quality_signals": {
      "has_ci": false,
      "has_tests": false,
      "ci_workflows": [],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "go.sum"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 0,
            "reason": "0 out of 7 merged PRs checked by a CI test -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/13 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 0,
            "reason": "project has 0 contributing companies or organizations -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": null,
            "reason": "no workflows found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": null,
            "reason": "no dependencies found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": null,
            "reason": "No tokens found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "15 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "8b4e315359d0ce11491bc52548645f368996fab1",
        "ran_at": "2026-07-24T15:12:07Z",
        "aggregate_score": 2.8,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": null,
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-18T15:13:35Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/adynascimento/deep-learning",
    "host": "github.com",
    "name": "deep-learning",
    "owner": "adynascimento"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "at_risk",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 41,
      "inputs": {
        "security": 28,
        "vitality": 73,
        "community": 24,
        "governance": 49,
        "engineering": 21
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 73,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "commits_last_year": 13,
              "human_commit_share": 1,
              "days_since_last_push": 4,
              "active_weeks_last_year": 6
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 4 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 4
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "6/52 weeks with commits",
                "points": 4.2,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 6
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "13 commits in the last year",
                "points": 10.3,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "13 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 92,
            "inputs": {
              "releases_count": 9,
              "latest_release_tag": "v1.5.0",
              "releases_from_tags": false,
              "days_since_latest_release": 5,
              "mean_days_between_releases": 98.1
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "9 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 5 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~98.1 days",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 98.1
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 5,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 5 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "critical",
        "name": "Community & Adoption",
        "value": 24,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 0,
              "watchers": 1,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "0 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 49,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "merged_prs": 10,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "10/10 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 10,
                      "decided": 10
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/13 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": 33,
            "inputs": {
              "followers": 1,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "adynascimento",
              "public_repos": 4,
              "account_age_days": 1605
            },
            "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": "1 followers of adynascimento",
                "points": 2.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1,
                      "login": "adynascimento"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "4 public repos, account ~4 yr old",
                "points": 13.9,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 4
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 4
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/adynascimento/deep-learning"
              ],
              "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": "9 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "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": "critical",
        "name": "Engineering Quality",
        "value": 21,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "critical",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "has_ci": false,
              "has_tests": false,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 7 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
        "name": "Security",
        "value": 28,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 28,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 12,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 6,
              "scorecard_aggregate": 2.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 7 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/13 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 workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "13 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": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "15 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 38,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 6,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.113,
              "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": "6 of 53 human commits state their intent (structured subject or explanatory body)",
                "points": 6,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 6,
                      "sampled": 53
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 37,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "go.mod"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "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": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 53",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 53
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": 13745,
              "source_files_sampled": 39,
              "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": "0/39 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 39,
                      "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": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T15:12:38.317816Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/adynascimento/deep-learning.svg",
  "full_name": "adynascimento/deep-learning",
  "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 v0.27.0 — повна методологія · вікі метрик.

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