Публічний реєстрВідмінний
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 2.5.0 · 2026-08-01 11:34 UTC
meshery-extensions / digitalocean-academy
Meshery Academy for DigitalOcean
Makefile · Jupyter Notebook · NixApache-2.0★ 33 зірки⑂ 27 форківз серп. 2025 р.Переглянути на GitHub ↗
meshery-extensions/digitalocean-academy має індекс здоров’я 81 зі 100, що відповідає смузі «Відмінний». Найвищий показник — Vitality (91/100), найнижчий — AI Readiness (40/100). Останнє оновлення було 2 дні тому. Більшість нещодавньої роботи виконують 4 учасники.
81
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє зважене середнє, відкаліброване за розподілом публічного реєстру, тож діапазони мають перцентильний зміст; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 34 («У зоні ризику»).
81
Винятковий93-100Верхній щабель реєстру (≈ топ-5%); відповідає практично всім перевіреним критеріям
Відмінний80-92Сильний за всіма напрямами; незначні прогалини
Добрий65-79Здоровий; прогалини обмежені та керовані
Помірний50-64Прийнятний, але з помітними прогалинами; рекомендовано перевірку
Слабкий35-49Суттєві недоліки в кількох сферах
У зоні ризику20-34Суттєві слабкі місця; впровадження потребує обережності
Критичний1-19Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Зважений загальний бал 69 калібровано до 81 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).
Власність
Meshery ExtensionsОрганізація
61 підписник28 публічних репозиторіївз лют. 2025 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| Go | github.com/meshery-extensions/digitalocean-academy | v0.1.22 | - | 23 | 10 днів тому |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
91
Активність розробки
85Відмінний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 2 дн. тому |
| 20.8/36 | Ритм комітів — 30/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 217 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 217 |
| human_commit_share | 0,99 |
| days_since_last_push | 2 |
| active_weeks_last_year | 30 |
Дисципліна релізів
100Винятковий
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 23 релізів |
| 36/36 | Свіжість релізів — останній реліз 9 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~11,6 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 23 |
| latest_release_tag | v0.1.22 |
| releases_from_tags | ні |
| days_since_latest_release | 9 |
| mean_days_between_releases | 11,6 |
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?
62
Популярність і впровадження
36Слабкий
Як обчислюється оцінка
| 24.4/60 | Зірки — 33 зірок |
| 11.8/25 | Форки — 27 форків |
| 0/15 | Спостерігачі — 0 спостерігачів |
Використані вхідні дані
| forks | 27 |
| stars | 33 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
92Відмінний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 18/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| readme_badges | — |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | так |
| readme_badge_services | — |
| has_pull_request_template | так |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
78
Стійкість мейнтейнерів (бас-фактор)
86Відмінний
Як обчислюється оцінка
| 43.2/54 | Бас-фактор — на 4 контриб’ютор(ів) припадає половина всіх комітів |
| 18.9/22.5 | Розподіл комітів — головний контриб’ютор — автор 16% комітів |
| 13.5/13.5 | Широта контриб’юторів — 31 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 18 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 4 |
| contributors_sampled | 31 |
| top_contributor_share | 0,16 |
Реактивність на issue та PR
73Добрий
Як обчислюється оцінка
| 29.1/42 | Вирішення issue — закрито 69% issue |
| 26.6/30 | Прийняття PR — злито 79/89 вирішених PR |
| 0/13 | Newcomer PR acceptance — за 30 дн. не вирішено жодного PR від новачка |
| 7.5/15 | OpenSSF Scorecard: Code-Review — Found 7/13 approved changesets -- score normalized to 5 |
Використані вхідні дані
| merged_prs | 79 |
| open_issues | 4 |
| closed_issues | 9 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0,692 |
| closed_unmerged_prs | 10 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Виключено з оцінювання (немає даних або не застосовно): newcomer_pr_acceptance. Залишкові ваги перенормовано.
Власність та опіка
56Помірний
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 12.9/25 | Охоплення власника — 61 підписників у meshery-extensions |
| 13.5/25 | Послужний список — 28 публічних репозиторіїв, вік облікового запису ~1 р. |
Використані вхідні дані
| followers | 61 |
| owner_type | Organization |
| is_verified | — |
| owner_login | meshery-extensions |
| public_repos | 28 |
| account_age_days | 520 |
Супровід пакетів
100Винятковий
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у go |
| 35/35 | Свіжість публікацій — остання публікація 10 дн. тому |
| 20/20 | Історія версій — 23 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | github.com/meshery-extensions/digitalocean-academy |
| ecosystems | go |
| any_deprecated | ні |
| min_days_since_publish | 10 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
56
Інженерні практики
60Помірний
Як обчислюється оцінка
| 24/24 | Процеси CI — 6 процес(ів) CI |
| 0/24 | Наявні тести |
| 16/16 | Конфігурація лінтера — .golangci.yml |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
Використані вхідні дані
| has_ci | так |
| has_tests | ні |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | ні |
Документація
50Помірний
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 0/15 | Сайт документації / домашня сторінка |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 7 тем |
| 0/10 | Wiki |
Використані вхідні дані
| topics | academy, ai, ai-certification, certification, digitalocean, meshery, meshery-academy |
| has_wiki | ні |
| homepage | — |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
55
Стан безпеки
44Слабкий
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3.8/7.5 | Code-Review — Found 7/13 approved changesets -- score normalized to 5 |
| 2.5/2.5 | Contributors — project has 18 contributing companies or organizations |
| 0/10 | Dangerous-Workflow — dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — немає даних |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 1.5/7.5 | Vulnerabilities — 8 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4,4 |
Виключено з оцінювання (немає даних або не застосовно): packaging, signed_releases. Залишкові ваги перенормовано.
Сповіщення про залежності
100Винятковий
Як обчислюється оцінка
| 35/35 | Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень |
| 0/25 | Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі |
| 0/40 | Немає задавнених сповіщень — жодне сповіщення не має дати публікації |
Використані вхідні дані
| source | osv |
| advisories | 8 |
| affected_packages | 3 |
| assessed_packages | 76 |
| unassessed_packages | 0 |
| affected_by_severity | high 3 |
| direct_affected_packages | 0 |
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень, Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено 76 резолвлених залежностей із OSV. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Має свідомо малу вагу (4%): агентний інструментарій — реальний сигнал супроводу, але репозиторій без нього все одно може отримати 100/100.
40
Контекст і настанови для агентів
34У зоні ризику
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 33.9/40 | Читабельна історія комітів — намір зазначено у 63 з 99 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,636 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — Makefile |
| 0/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера — .golangci.yml |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — Nix, lockfile |
| 10/10 | Підтверджена практика роботи з агентами — 7 з останніх 100 комітів створено агентом або з його зазначенням |
| 8/8 | Автоматизоване супроводження — 1 з останніх 100 комітів — автоматичні оновлення залежностей |
| 1/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
Використані вхідні дані
| has_nix | так |
| has_tests | ні |
| lockfiles | go.sum, package-lock.json |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | Makefile |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | — |
| agent_commit_share | 0,07 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0,01 |
Читабельність коду для моделей
7Критичний
Як обчислюється оцінка
| 0/45 | Типізований код — Makefile без конфігурації перевірки типів |
| 6.9/55 | Керовані розміри файлів — 7/8 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Makefile |
| largest_source_bytes | 1 678 043 |
| source_files_sampled | 8 |
| oversized_source_files | 7 |
Машиночитні інтерфейси
40Слабкий
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — notebooks |
Використані вхідні дані
| example_dirs | notebooks |
| has_mcp_signal | ні |
| api_schema_files | — |
Ключові факти
33зірок GitHub
31контриб'юторів
217комітів за останні 12 місяців
2днів від останнього пушу
23релізів
4бас-фактор
4відкритих issue
Go, npmпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Докладніше
Історія зірок і форків 0 ★ / 27 ⇿
0Зірки
27Форки
23Релізи
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Мажорні 0Мінорні 1Патчі 22
OpenSSF Scorecard 4.4 / 10
4.4сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 10 | CI-Tests | 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 5 | Code-Review | Found 7/13 approved changesets -- score normalized to 5 |
| 10 | Contributors | project has 18 contributing companies or organizations |
| 0 | Dangerous-Workflow | dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| н/д | Packaging | packaging workflow not detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 2 | Vulnerabilities | 8 existing vulnerabilities detected |
Усі залежності 76
Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 76 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| Go | github.com/layer5io/academy-theme | v0.4.19 | непряма |
| Go | github.com/twbs/bootstrap | v5.3.7+incompatible | непряма |
| npm | @isaacs/fs-minipass | 4.0.1 | непряма |
| npm | adm-zip | 0.5.17 | непряма |
| npm | ansi-regex | 5.0.1 | непряма |
| npm | ansi-styles | 4.3.0 | непряма |
| npm | anymatch | 3.1.3 | непряма |
| npm | autoprefixer | 10.5.2 | непряма |
| npm | baseline-browser-mapping | 2.10.42 | непряма |
| npm | binary-extensions | 2.3.0 | непряма |
| npm | braces | 3.0.3 | непряма |
| npm | browserslist | 4.28.5 | непряма |
| npm | caniuse-lite | 1.0.30001803 | непряма |
| npm | chokidar | 3.6.0 | непряма |
| npm | chownr | 3.0.0 | непряма |
| npm | cliui | 8.0.1 | непряма |
| npm | color-convert | 2.0.1 | непряма |
| npm | color-name | 1.1.4 | непряма |
| npm | dependency-graph | 1.0.0 | непряма |
| npm | electron-to-chromium | 1.5.389 | непряма |
| npm | emoji-regex | 8.0.0 | непряма |
| npm | escalade | 3.2.0 | непряма |
| npm | fdir | 6.5.0 | непряма |
| npm | fill-range | 7.1.1 | непряма |
| npm | fraction.js | 5.3.4 | непряма |
| npm | fs-extra | 11.3.4 | непряма |
| npm | fsevents | 2.3.3 | непряма |
| npm | get-caller-file | 2.0.5 | непряма |
| npm | glob-parent | 5.1.2 | непряма |
| npm | graceful-fs | 4.2.11 | непряма |
| npm | hugo-extended | 0.158.0 | непряма |
| npm | is-binary-path | 2.1.0 | непряма |
| npm | is-extglob | 2.1.1 | непряма |
| npm | is-fullwidth-code-point | 3.0.0 | непряма |
| npm | is-glob | 4.0.3 | непряма |
| npm | is-number | 7.0.0 | непряма |
| npm | jsonfile | 6.2.0 | непряма |
| npm | lilconfig | 3.1.3 | непряма |
| npm | minipass | 7.1.3 | непряма |
| npm | minizlib | 3.1.0 | непряма |
| npm | nanoid | 3.3.15 | непряма |
| npm | node-releases | 2.0.50 | непряма |
| npm | normalize-path | 3.0.0 | непряма |
| npm | npm-check-updates | 18.3.1 | непряма |
| npm | picocolors | 1.1.1 | непряма |
| npm | picomatch | 2.3.2 | непряма |
| npm | picomatch | 4.0.4 | непряма |
| npm | pify | 2.3.0 | непряма |
| npm | postcss | 8.5.16 | непряма |
| npm | postcss-cli | 11.0.1 | непряма |
| npm | postcss-load-config | 5.1.0 | непряма |
| npm | postcss-reporter | 7.1.0 | непряма |
| npm | postcss-value-parser | 4.2.0 | непряма |
| npm | prettier | 3.8.3 | непряма |
| npm | pretty-hrtime | 1.0.3 | непряма |
| npm | read-cache | 1.0.0 | непряма |
| npm | readdirp | 3.6.0 | непряма |
| npm | require-directory | 2.1.1 | непряма |
| npm | rtlcss | 4.3.0 | непряма |
| npm | slash | 5.1.0 | непряма |
| npm | source-map-js | 1.2.1 | непряма |
| npm | string-width | 4.2.3 | непряма |
| npm | strip-ansi | 6.0.1 | непряма |
| npm | strip-json-comments | 3.1.1 | непряма |
| npm | tar | 7.5.13 | непряма |
| npm | thenby | 1.3.4 | непряма |
| npm | tinyglobby | 0.2.15 | непряма |
| npm | to-regex-range | 5.0.1 | непряма |
| npm | universalify | 2.0.1 | непряма |
| npm | update-browserslist-db | 1.2.3 | непряма |
| npm | wrap-ansi | 7.0.0 | непряма |
| npm | y18n | 5.0.8 | непряма |
| npm | yallist | 5.0.0 | непряма |
| npm | yaml | 2.8.3 | непряма |
| npm | yargs | 17.7.2 | непряма |
| npm | yargs-parser | 21.1.1 | непряма |
Сповіщення про залежності 3
Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 76 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 3 мають відомі сповіщення, з них 0 прямі.
| Пакет | Версія | Зв'язок | Критичність | Сповіщень | Виправлено в |
|---|---|---|---|---|---|
| adm-zip | 0.5.17 | непряма | висока | 1 | 0.6.0 |
| postcss | 8.5.16 | непряма | висока | 1 | 8.5.18 |
| tar | 7.5.13 | непряма | висока | 6 | 7.5.21 |
Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.
Звіт у форматі JSON машиночитний
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},
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},
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},
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}
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"body": "[Docs] Update academy-theme shortcode examples",
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"is_bot": false,
"headline": "chore(skills): add /cut-release skill (#99)",
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"headline": "Merge pull request #96 from meshery-extensions/content/adk-build-and-…",
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"is_bot": false,
"headline": "Merge pull request #95 from meshery-extensions/fix/ai-foundations-acc…",
"author_name": "Lee Calcote",
"author_login": "leecalcote",
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"body": "…-format-and-official-embed\n\nembed design",
"is_bot": false,
"headline": "Merge pull request #98 from meshery-extensions/fix/use-meshery-design…",
"author_name": "James",
"author_login": "hortison",
"committed_at": "2026-07-21T13:58:52Z",
"body_truncated": false,
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},
{
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"body": "Signed-off-by: Narasimha Badrinath <bnarasimha21@gmail.com>",
"is_bot": false,
"headline": "embed design",
"author_name": "Narasimha Badrinath",
"author_login": "bnarasimha21",
"committed_at": "2026-07-21T13:58:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "67b6c7d8158265e1d9ca3093d7cb6ec3902df96a",
"body": "- Align the Agent Evaluations description with the documented metric\n groups (Correctness, Instruction Following, Safety & Security, Context\n Quality) and results surfaces (Scores overview + per-prompt detail);\n drop \"tone/toxicity/visualizations\"\n- Qualify the token cost formula: total_tokens x \n[…]\nr-token is a\n simplified estimate; note input/output rates differ and cached input\n is discounted, and point to the pricing docs\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "review: address CodeRabbit feedback on AI Foundations accuracy",
"author_name": "Narasimha Badrinath",
"author_login": "bnarasimha21",
"committed_at": "2026-07-21T10:54:11Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "e0f11735e716f02c320503241fe227c8e4551886",
"body": "- Document the Feature Preview opt-in prerequisite in the Public Preview\n alert (the ADK must be enabled in the account before use)\n- Make the LangGraph example self-contained: define the ChatOpenAI client\n pointed at Serverless Inference, with the key read from the environment\n- Add a warning tha\n[…]\nsecrets and to review access/retention controls\n- Fix stale helper name in the tracing note (search_docs -> search_knowledge_base)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "review: address CodeRabbit feedback on the ADK lesson",
"author_name": "Narasimha Badrinath",
"author_login": "bnarasimha21",
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"body_truncated": true,
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},
{
"oid": "ef6ddaa9b80725cefe307da1c8a4fe82795ea158",
"body": "- Drop the claim that the model slug works \"exactly as in the AI\n Foundations path\" (that path still shows the old slugs until the\n accuracy PR lands); reference the identical inference endpoint and\n point at GET /v1/models instead\n- Signal that llm / vector_db / search_docs are the reader's own\n\n[…]\nfied the @trace_llm(\"name\") / @trace_tool / @trace_retriever\npositional-label signatures against the official gradient-adk README.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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},
{
"oid": "8b9bc7e74b4cfe4a97906e6d706c1c80422d6539",
"body": "Adds a new lesson to the Deploying Agents to Production course covering\nthe DigitalOcean Agent Development Kit (ADK) — a confirmed content gap\n(no ADK coverage existed anywhere in the academy).\n\nThe lesson positions the ADK as the code-first alternative to the\nControl Panel and REST API paths taught\n[…]\ntContext\nAPI, and trace decorators are taken from the official gradient-adk\npackage. Purely additive (weight 5); no existing lessons renumbered.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "content: add \"Build & Deploy Agents with the ADK\" lesson",
"author_name": "Narasimha Badrinath",
"author_login": "bnarasimha21",
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"body_truncated": true,
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},
{
"oid": "51635a2a17652078147aae25ef35f20b6d104d74",
"body": "- Reword the token-cost line so it no longer cites \"70B+\" vs \"7B-8B\"\n brackets that contradicted the new 20B example model and the catalog\n lesson's own edit\n- Drop unverifiable model-family names (R1 distills, Ministral, o-series)\n from the catalog table; keep only families present in /v1/models\n[…]\ntmatter that still\n described Evaluations as a future service; correct the cross-reference\n to name the sibling course precisely\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "polish: address adversarial review of AI Foundations accuracy fixes",
"author_name": "Narasimha Badrinath",
"author_login": "bnarasimha21",
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"is_coding_agent": true
},
{
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"body": "…us in AI Foundations path\n\nContent in the AI Foundations learning path referenced model IDs, API\nshapes, and product statuses that do not match the live platform:\n\n- Replace HuggingFace-style model IDs (meta-llama/Meta-Llama-3.1-*) with\n actual serverless inference slugs (llama3.3-70b-instruct,\n \n[…]\npi/v1/chat/completions and\n introduce the official \"endpoint access key\" term\n- Drop hardcoded \"70+\" model counts; point learners at /v1/models\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: correct model IDs, API schema, key formats, and Evaluations stat…",
"author_name": "Narasimha Badrinath",
"author_login": "bnarasimha21",
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"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "dbb60f0c46d716a05b30a855aeff85ca57d3ebbf",
"body": "…og lesson (#93)\n\nThe \"Catalog & Reusable Templates\" lesson only showed single-purpose GPU stacks.\nThis adds a whole-application example so the lesson can make its own point: the\nmost valuable catalog entries are often complete topologies a team clones as a\nstarting point, not one-component stacks.\n\n[…]\ne from\nlayer5io/ to meshery-extensions/, which is where they already redirect.\n\nSigned-off-by: Narasimha Badrinath <bnarasimha21@gmail.com>\nCo-authored-by: Narasimha Badrinath <bnarasimha21@gmail.com>",
"is_bot": false,
"headline": "Add ECommerce reference architecture design and embed it in the catal…",
"author_name": "Mericio \"Hablo\" Salazar",
"author_login": "simihablo",
"committed_at": "2026-07-21T07:43:32Z",
"body_truncated": true,
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},
{
"oid": "9c2454b5f2103cf914a94048268ebf489a7a3e59",
"body": "…-link\n\nfix: update discussion links",
"is_bot": false,
"headline": "Merge pull request #92 from Sbragul26/fix/update-community-discussion…",
"author_name": "Bhumika Garg",
"author_login": "Bhumikagarggg",
"committed_at": "2026-07-20T17:07:57Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "Merge branch 'master' into fix/update-community-discussion-link",
"author_name": "Ragul Balajii",
"author_login": "Sbragul26",
"committed_at": "2026-07-20T10:24:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f9993a3ee9195b432720b9791054c142409555c",
"body": "…vish)\n\nAdds project-level Agent Skills for the AXI-compliant CLIs.\n\nSigned-off-by: Narasimha Badrinath <bnarasimha21@gmail.com>",
"is_bot": false,
"headline": "Install AXI agent tooling (gh-axi, chrome-devtools-axi, quota-axi, la…",
"author_name": "Narasimha Badrinath",
"author_login": "bnarasimha21",
"committed_at": "2026-07-20T03:29:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d98e3606fb915009f895b4431ec23e04ff9f3959",
"body": "Signed-off-by: Sbragul26 <sbragul26@gmail.com>",
"is_bot": false,
"headline": "fix: update discussion links",
"author_name": "Sbragul26",
"author_login": "Sbragul26",
"committed_at": "2026-07-18T03:30:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b39329d0fdaee933155395b78fecda280ddbccbc",
"body": "…/cleanup-formatting-examples\n\n[chore]: clean up static directory usage",
"is_bot": false,
"headline": "Merge pull request #88 from banana-three-join/chore/banana-three-join…",
"author_name": "Lenox Wiltshire",
"author_login": "banana-three-join",
"committed_at": "2026-07-16T03:43:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4d95ae233da2f7c73e0180ae8e2136a04618b157",
"body": "…/upgrade-node-setup\n\n[chore]: bump versioning in .github workflows and remove cache usage",
"is_bot": false,
"headline": "Merge pull request #90 from banana-three-join/chore/banana-three-join…",
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{
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{
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"components": [
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{
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{
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{
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{
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{
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{
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{
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],
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},
{
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"weight": 0.19,
"metrics": [
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{
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{
"key": "linter_config",
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{
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}
],
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{
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{
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{
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{
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"status": "missed",
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},
{
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
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},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
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{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
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{
"key": "packaging",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
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],
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{
"key": "pinned_dependencies",
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"points": 0.5,
"status": "partial",
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{
"key": "sast",
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"points": 0,
"status": "missed",
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{
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"points": 5,
"status": "met",
"details": [],
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{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
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"code": "no_data",
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],
"max_points": 7.5
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{
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"points": 0,
"status": "missed",
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{
"key": "vulnerabilities",
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"status": "partial",
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]
},
{
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{
"code": "advisories_scope_repository",
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},
{
"code": "advisories_repo_graph_caveat",
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},
{
"code": "advisories_reachability",
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],
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"inputs": {
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"direct_affected_packages": 0
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"components": [
{
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"name": "Direct dependencies free of known advisories",
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}
],
"max_points": 35
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{
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"points": 0,
"status": "excluded",
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],
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},
{
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],
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]
},
{
"key": "malicious_dependencies",
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"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
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"direct_malicious_packages": 0,
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},
"components": [
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"details": [
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"code": "no_malicious_dependencies",
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}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
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"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
],
"value": 100,
"inputs": {
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"exposures": [],
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"commit_weight_rule": {
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"min_commit_share": 0.1
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"review_only_matches": 0,
"below_threshold_exposures": [],
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"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
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"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
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}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
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"name": "AI Readiness",
"value": 40,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
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"note": null,
"notes": [],
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"inputs": {
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"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",
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}
],
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},
{
"key": "machine_readable_docs_llms_txt",
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},
{
"key": "legible_commit_history",
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{
"code": "legible_history",
"params": {
"legible": 63,
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}
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}
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},
{
"key": "ai_verify_loop",
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"inputs": {
"has_nix": true,
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"go.sum",
"package-lock.json"
],
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"bootstrap_files": [
"Makefile"
],
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"go.mod"
],
"dependency_bot_commit_share": 0.01
},
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{
"key": "one_command_bootstrap",
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"detail": "Makefile",
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"details": [
{
"code": "file_list",
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}
}
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{
"key": "automated_tests",
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},
{
"key": "lint_format_config",
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"detail": ".golangci.yml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
}
}
],
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},
{
"key": "static_type_checking",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "reproducible_environment",
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"detail": "Nix, lockfile",
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"status": "met",
"details": [
{
"code": "file_list",
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"files": "Nix, lockfile"
}
}
],
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},
{
"key": "demonstrated_agent_practice",
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"detail": "7 of the last 100 commits agent-authored or agent-credited",
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{
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}
}
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},
{
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"details": [
{
"code": "dependency_bot_commits",
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}
}
],
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},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
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]
},
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"key": "ai_code_legibility",
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"inputs": {
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"largest_source_bytes": 1678043,
"source_files_sampled": 8,
"oversized_source_files": 7
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
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"points": 0,
"status": "missed",
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{
"code": "no_typecheck_config_language",
"params": {
"language": "Makefile"
}
}
],
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},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "7/8 source files over 60KB",
"points": 6.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 8,
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}
}
],
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}
]
},
{
"key": "ai_interfaces",
"band": "weak",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"notebooks"
],
"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": "notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"top": [],
"labels": [],
"scores": {
"library": 3
},
"primary": null,
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:go",
"weight": 3
}
],
"artifacts": [],
"confidence": "none",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": false
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-08-01T11:34:28.568456Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/meshery-extensions/digitalocean-academy.svg",
"full_name": "meshery-extensions/digitalocean-academy",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v2.5.0, схема v0.27.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — Go.