Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-28 15:38 UTC

STRRL / transcube-webapp

A desktop application for transcribing and translating videos with AI-powered speech recognition.

TypeScript · GoMIT★ 16 зірок⑂ 1 форкз серп. 2025 р.Переглянути на GitHub ↗

STRRL/transcube-webapp має індекс здоров’я 49 зі 100, що відповідає смузі «У зоні ризику». Найвищий показник — AI Readiness (81/100), найнижчий — Security (30/100). Останнє оновлення було 26 днів тому. Більшість нещодавньої роботи виконує один учасник.

49
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.

49
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

Zhiqiang ZHOUОсобистий обліковий запис
721 підписник237 публічних репозиторіївз черв. 2016 р.

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

Метрики за категоріями

Життєздатність

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

68Помірний · 22% загального індексу
Як обчислюється оцінка
28.8/36Свіжість push — останній push 26 дн. тому
8.3/36Ритм комітів — 12/52 тижнів із комітами
16.3/18Обсяг комітів — 64 комітів за останній рік
1/10OpenSSF Scorecard: Maintained — 1 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 1
Використані вхідні дані
commits_last_year64
human_commit_share0,984
days_since_last_push26
active_weeks_last_year12
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 13 релізів
36/36Свіжість релізів — останній реліз 26 дн. тому
27/27Ритм релізів — реліз кожні ~32 дн.
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Використані вхідні дані
releases_count13
latest_release_tagv0.1.15
releases_from_tagsні
days_since_latest_release26
mean_days_between_releases32

Спільнота та впровадження

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

33У зоні ризику · 18% загального індексу
Як обчислюється оцінка
19.1/60Зірки — 16 зірок
0/25Форки — 1 форків
0/15Спостерігачі — 0 спостерігачів
Використані вхідні дані
forks1
stars16
watchers0
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?

46У 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
10/10OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations
Використані вхідні дані
bus_factor1
contributors_sampled1
top_contributor_share1
Як обчислюється оцінка
20.1/46.8Вирішення issue — закрито 43% issue
32.8/38.3Прийняття PR — злито 12/14 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/16 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs12
open_issues8
closed_issues6
issue_closed_ratio0,429
closed_unmerged_prs2
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
20.6/25Охоплення власника — 721 підписників у STRRL
25/25Послужний список — 237 публічних репозиторіїв, вік облікового запису ~10 р.
Використані вхідні дані
followers721
owner_typeUser
is_verified
owner_loginSTRRL
public_repos237
account_age_days3 680
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Інженерна якість

Чи наявні базові інженерні практики та документація?

60Помірний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 1 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
2/20OpenSSF Scorecard: CI-Tests — 1 out of 9 merged PRs checked by a CI test -- score normalized to 1
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні
Як обчислюється оцінка
30/30README
25/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepage
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

30У зоні ризику · 16% загального індексу

Стан безпеки

30У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0.2/2.5CI-Tests — 1 out of 9 merged PRs checked by a CI test -- score normalized to 1
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/16 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 7 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
0.8/7.5Maintained — 1 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 1
0/5Packaging — немає даних
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 105 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3
Виключено з оцінювання (немає даних або не застосовно): packaging. 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.

81Добрий · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — AGENTS.md, CLAUDE.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 61 з 63 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,968
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes2 365
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — frontend/tsconfig.json
10/10Відтворюване середовище — lockfile
10/10Підтверджена практика роботи з агентами — 43 з останніх 64 комітів створено агентом або з його зазначенням
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilesgo.sum, package-lock.json
has_dockerfileні
typed_languageтак
bootstrap_filesMakefile
has_devcontainerні
has_linter_configні
typecheck_configsfrontend/tsconfig.json
agent_commit_share0,672
toolchain_manifestsgo.mod
dependency_bot_commit_share0
Як обчислюється оцінка
45/45Типізований код — TypeScript (статично типізована)
55/55Керовані розміри файлів — 0/60 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageTypeScript
largest_source_bytes26 297
source_files_sampled60
oversized_source_files0

Ключові факти

16зірок GitHub
1контриб'юторів
64комітів за останні 12 місяців
26днів від останнього пушу
13релізів
1бас-фактор
8відкритих issue
Go, npmпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Докладніше

OpenSSF Scorecard 3.0 / 10
3.0сукупно

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 · 2026-07-28 15:38 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
1CI-Tests1 out of 9 merged PRs checked by a CI test -- score normalized to 1
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/16 approved changesets -- score normalized to 0
10Contributorsproject has 7 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
1Maintained1 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 1
н/дPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities105 existing vulnerabilities detected
Прямі залежності 19
РеєстрПакетОбмеження версіїМаніфест
npm@radix-ui/react-alert-dialog^1.1.15frontend/package.json
npm@radix-ui/react-dialog^1.1.15frontend/package.json
npm@radix-ui/react-label^2.1.7frontend/package.json
npm@radix-ui/react-scroll-area^1.2.10frontend/package.json
npm@radix-ui/react-select^2.2.6frontend/package.json
npm@radix-ui/react-slot^1.2.3frontend/package.json
npm@radix-ui/react-switch^1.2.6frontend/package.json
npm@radix-ui/react-tabs^1.1.13frontend/package.json
npm@radix-ui/react-toast^1.2.15frontend/package.json
npmclass-variance-authority^0.7.1frontend/package.json
npmclsx^2.1.1frontend/package.json
npmlucide-react^0.541.0frontend/package.json
npmnext-themes^0.2.1frontend/package.json
npmreact^18.2.0frontend/package.json
npmreact-dom^18.2.0frontend/package.json
npmreact-router-dom^7.8.2frontend/package.json
npmtailwind-merge^3.3.1frontend/package.json
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/wailsapp/wails/v2v2.11.0go.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
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  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 5650,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Go": 82958,
        "CSS": 3153,
        "HTML": 287,
        "Shell": 11688,
        "Swift": 1943,
        "Makefile": 1313,
        "JavaScript": 9939,
        "TypeScript": 134655
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      "pushed_at": "2026-07-02T06:05:48Z",
      "created_at": "2025-08-27T04:37:14Z",
      "owner_type": "User",
      "updated_at": "2026-07-02T06:05:38Z",
      "description": "A desktop application for transcribing and translating videos with AI-powered speech recognition.",
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      "location": "Great Vancouver, Canada",
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      "created_at": "2016-06-30T08:00:11Z",
      "is_verified": null,
      "public_repos": 237,
      "account_age_days": 3680
    },
    "license": {
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      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
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    "activity": {
      "releases": [
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          "tag": "v0.1.15",
          "kind": "patch",
          "published_at": "2026-07-02T06:06:33Z"
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        {
          "tag": "v0.1.14",
          "kind": "patch",
          "published_at": "2026-01-01T22:03:07Z"
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        {
          "tag": "v0.1.13",
          "kind": "patch",
          "published_at": "2026-01-01T00:32:50Z"
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        {
          "tag": "v0.1.12",
          "kind": "patch",
          "published_at": "2026-01-01T00:19:28Z"
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        {
          "tag": "v0.1.11",
          "kind": "patch",
          "published_at": "2025-12-01T00:44:17Z"
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        {
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          "kind": "patch",
          "published_at": "2025-11-07T00:55:26Z"
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          "kind": "patch",
          "published_at": "2025-10-18T17:42:56Z"
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          "kind": "patch",
          "published_at": "2025-09-28T19:34:16Z"
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          "kind": "patch",
          "published_at": "2025-09-28T18:08:01Z"
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        {
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          "kind": "patch",
          "published_at": "2025-09-16T20:47:57Z"
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          "kind": "patch",
          "published_at": "2025-09-09T02:16:07Z"
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          "kind": "patch",
          "published_at": "2025-09-08T18:45:05Z"
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          "kind": "patch",
          "published_at": "2025-09-07T06:01:23Z"
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      ],
      "recent_commits": [
        {
          "oid": "7b777b0af4aaf992900696b432beeab3c52003ef",
          "body": "* feat: preinstall speech model assets before yap\n\nyap fails with CancellationError whenever a locale's speech model\nis missing, so transcription of any new language breaks on first\nuse. Install assets via a Swift helper (compiled at build time,\nembedded into the Go binary) before invoking yap, and surface yap\noutput in transcription errors instead of bare exit status.\n\n* fix: stub frontend dist for go builds in CI\n\n* chore: drop CI workflow",
          "is_bot": false,
          "headline": "feat: preinstall speech model assets before yap (#29)",
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          "is_coding_agent": false
        },
        {
          "oid": "74fb50b3e31a5f9bbd0fb9f6929f08ab34d56531",
          "body": "Consolidate release documentation into a single guide covering:\n- Prerequisites and environment setup\n- Certificate configuration\n- Complete release workflow\n- Script reference and version management\n- Homebrew tap distribution\n- Troubleshooting and verification commands",
          "is_bot": false,
          "headline": "docs: replace SIGNING.md with comprehensive RELEASE.md (#27)",
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          "committed_at": "2026-01-11T18:31:45Z",
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          "oid": "c44db120f5c683956e95ea21779daac50bfa4103",
          "body": "* feat: implement automatic language preference persistence per channel\n\nWhen a user selects a language for a video from a specific channel, the app now remembers and automatically applies that preference when processing future videos from the same channel. Preferences are stored per platform and ch\n[…]\neference.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>",
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          "headline": "Merge remote-tracking branch 'origin/master'",
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          "body": "The app only requires macOS 14 (Sonoma) to support the FullscreenEnabled WebView feature. The previous requirement for macOS 26 was unnecessary and prevented users on older but still modern systems from using the application.\n\nAddresses issue #21.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: lower macOS minimum version requirement from 26 to 14 (#24)",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2026-01-01T00:30:59Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "746332d06dd46525fd8b7d2aafb103c1b00efd61",
          "body": "Update Wails framework from v2.10.2 to v2.11.0, which includes go-webview2 upgrade to v1.0.22. Also increase default window dimensions from 512x384 to 1024x768 for better usability.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: upgrade wails to v2.11.0 and increase default window size",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2026-01-01T00:26:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e70d0342b1db03c156f58c14f9aaf5af083e53d0",
          "body": "Remove default window size constants and runtime sizing call,\nusing static dimensions (512x384) in main window options instead\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: simplify window size configuration",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2026-01-01T00:05:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b74980facea83481d472d100a11ee00ad5b9fac6",
          "body": "Signed-off-by: Zhiqiang ZHOU <im@strrl.dev>",
          "is_bot": false,
          "headline": "chore: make dev",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-11-07T23:43:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fab17c38755ce05dbcd82f6ec5b1e3c8c1b9f21e",
          "body": "Feat/bilibili",
          "is_bot": false,
          "headline": "Merge pull request #22 from STRRL/feat/bilibili",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-11-07T00:53:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "01639857982eec12f813d048c686297ba593fd69",
          "body": "Implement useDebounce hook to optimize platform detection by preventing\nexcessive API calls while user is typing. The hook delays platform\ndetection by 300ms after the last keystroke, improving performance and\nreducing unnecessary backend requests.\n\nChanges:\n- Add useDebounce custom hook with config\n[…]\nfor better organization\n- Integrate debouncing in NewTranscriptionPage for URL input\n- Add proper cleanup with isCurrent flag to prevent race conditions\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(frontend): add URL input debouncing for platform detection",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-11-05T04:36:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f2ab5d3a56e0a63f8f0f151140d78a07ecde0be5",
          "body": "Replace hardcoded platform detection with extensible platform registry\nsystem. This enables cleaner separation of concerns and easier addition\nof new video platforms in the future.\n\nChanges:\n- Create platform.Platform interface with Registry pattern\n- Implement YouTubePlatform and BilibiliPlatform d\n[…]\nVideoMetadata types\n- Introduce utils.EnsureHTTPS helper for URL normalization\n- Update duplicate detection to consider platform in addition to video ID\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(platform): introduce platform abstraction layer",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-11-05T01:23:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c646151c759aeac11b2750c2148cab3202e2542d",
          "body": "Replace standard log package with log/slog across all services to\nenable structured logging with consistent error fields. This improves\nlog parsing and monitoring capabilities.\n\nChanges:\n- Update all log.Printf calls to slog.Error with structured fields\n- Replace \"log\" imports with \"log/slog\" in all service files\n- Maintain same error handling logic with improved logging format\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: migrate from log to slog for structured logging",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-11-05T00:51:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5c50dc720c9ebc47d46bc2617e95eb66e18598e3",
          "body": "Add comprehensive error logging for deferred file close operations and\nwrite errors across the codebase. This ensures that errors occurring in\ncleanup paths are properly logged rather than silently ignored, improving\nobservability and debugging capabilities.\n\nChanges include:\n- Add error logging for\n[…]\nrations (VTT conversion, subtitle serving)\n- Add error logging for environment variable updates\n- Ensure all deferred cleanup operations report failures\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: improve error logging for deferred operations",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-11-03T18:48:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9b023f3108b54d1b131072f9fb4bbe56077d63ff",
          "body": "Add comprehensive Bilibili platform support alongside existing YouTube functionality:\n- Implement platform detection to identify YouTube and Bilibili URLs\n- Add Bilibili video ID extraction supporting BV format\n- Update UI to display platform-specific labels and placeholders dynamically\n- Fix thumbn\n[…]\ncurity\n\nThe DetectPlatform method identifies video platform from URL patterns, enabling\ncontext-aware UI text and proper URL parsing for both platforms.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(platform): add Bilibili support with platform detection",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-11-01T00:09:43Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fb5c26c1ae98aa277d8268590aceffdb91c2ddde",
          "body": "Implement comprehensive task retry feature across backend and frontend:\n- Add input validation and event emission for RetryTask method\n- Add retry button with loading states for failed tasks\n- Improve error display and user feedback during retry operations\n- Set default window dimensions for consistent initial layout\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add task retry functionality with UI feedback",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-10-30T22:14:42Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "248503b03568dd883ec8b2287740237bc340fa8f",
          "body": "Refactor/seperate steps",
          "is_bot": false,
          "headline": "Merge pull request #18 from STRRL/refactor/seperate-steps",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-10-18T17:37:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e250692d3ce3ac2da5f49c57e301c46b6bb05e94",
          "body": "Implements per-task mutex locking to prevent race conditions when multiple operations target the same task. Extracts internal implementations of Download/Transcribe/Summarize to enable reuse in both public and private flows.\n\nChanges:\n- Add LockTask/UnlockTask to TaskManager with per-task mutexes\n- \n[…]\ng internal implementations\n- Define progress constants for better maintainability\n- Require taskID in Storage.GetTaskDir to prevent directory collisions\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(tasks): add task locking to prevent concurrent operations",
          "author_name": "STRRL",
          "author_login": "STRRL",
          "committed_at": "2025-10-18T17:26:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "70b1040005af3b130187b2d7e40411f748a90750",
          "body": "…aptive polling\n\nBackend improvements:\n- Pre-fetch video metadata before task creation to validate video ID early\n- Add duplicate video detection across all tasks (in-memory and persisted)\n- Extract loadTaskFromDisk helper to simplify task retrieval logic\n- Ensure work directories are created and me\n[…]\n concurrent operations\n- Improve user feedback during language updates and stage re-runs\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(tasks): improve reliability with pre-fetched metadata and ad…",
          "author_name": "STRRL",
          "author_login": "STRRL",
          "committed_at": "2025-10-18T06:10:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "946072ffedd67e8833f19041ddeab71884ae571c",
          "body": "…ndling\n\nPrevent concurrent operations on the same task or URL by introducing stage\nguards that validate task state before beginning processing. This prevents\nrace conditions and user confusion from overlapping operations.\n\nBackend changes:\n- Add BeginStage method to validate allowed statuses before\n[…]\ngic\n- Adjust polling interval based on active task count (1.5s active, 10s idle)\n- Add visual indicators (CheckCircle2, AlertCircle) for action outcomes\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(tasks): add stage guards and improve concurrent operation ha…",
          "author_name": "STRRL",
          "author_login": "STRRL",
          "committed_at": "2025-10-18T04:40:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "02604d23c97919d43abc0ee4935608a5a579bdf1",
          "body": "Add UI controls to manually trigger download, transcription, and summarization\nfor individual tasks. This enables users to regenerate content at any step\nwithout recreating the entire task.\n\nKey changes:\n- Add UpdateTaskSourceLanguage method to modify source language setting\n- Implement ensureTaskLo\n[…]\nn language options\n- Include loading states and error handling for all manual actions\n- Auto-mark task as Done when summarization completes successfully\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add manual controls for task processing steps",
          "author_name": "STRRL",
          "author_login": "STRRL",
          "committed_at": "2025-10-18T03:54:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f59ef34ebaaf2a6447a108ef88072547931c4e65",
          "body": "- Add Makefile with dev, check, and help commands for streamlined development workflow\n- Enhance HomePage task cards with video thumbnail previews\n- Add fallback UI for tasks without thumbnails\n- Improve visual hierarchy with overlay badges and metadata on thumbnail cards\n- Display channel information when available\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add Makefile and enhance task UI with thumbnails",
          "author_name": "STRRL",
          "author_login": "STRRL",
          "committed_at": "2025-10-18T03:17:55Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "07121ecff05f748919d97812e1c26ffd7d03c635",
          "body": "Restructured task management from single-task to multi-task support\nwith explicit step-by-step processing. This enables better control,\nmonitoring, and potential pause/resume functionality.\n\nBackend changes:\n- Replaced currentTask tracking with task-by-ID map in TaskManager\n- Split processTask into \n[…]\ntActiveTasks support in HomePage\n- Separated active tasks from completed tasks display\n- Updated task loading to handle both active and completed states\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(tasks): separate task processing into discrete steps",
          "author_name": "STRRL",
          "author_login": "STRRL",
          "committed_at": "2025-10-18T03:00:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b75bc3d3945ea47c86df026979633d859d9123cb",
          "body": "- Add restore_product_version function with trap for guaranteed cleanup\n- Load signing credentials early and fail fast when missing on macOS\n- Simplify signing logic by removing nested conditionals\n- Ensure wails.json is always restored to original state on exit\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(build): improve version restoration and credential validation",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-10-13T16:49:53Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7f1dec75ec1ee2434047c96cd4381bbd8aeb0165",
          "body": "Signed-off-by: Zhiqiang ZHOU <im@strrl.dev>",
          "is_bot": false,
          "headline": "fix: build and release script",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-09-28T19:26:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4fa4b765d1ec8287cf384e902178e6027a9b9542",
          "body": "refactor(menu): restructure application menu to follow native macOS p…",
          "is_bot": false,
          "headline": "Merge pull request #14 from STRRL/fix/fix-menu-codex-ver",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-09-28T18:04:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c248510316d4a4633fcb7bf085b7c529ca0e3990",
          "body": "…atterns\n\n- Add standard App and Edit menus to the menu bar\n- Replace File menu with Window menu containing native window controls\n- Include Minimize (Cmd+M) and Zoom window operations\n- Retain Close Window (Cmd+W) shortcut in the Window menu\n- Improve user experience with familiar macOS menu structure\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(menu): restructure application menu to follow native macOS p…",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-09-28T18:04:01Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "76d0c90272397743cb6299b9f61c6c0897905086",
          "body": "feat: add cmd+w keyboard shortcut to close window",
          "is_bot": false,
          "headline": "Merge pull request #12 from STRRL/claude/issue-8-20250927-2048",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-09-28T17:33:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "acb267eda50e3b28debf9adf575acba6159036e3",
          "body": "- Remove unused convertValues method from generated models\n- Fix window close to use app context instead of callback context\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: clean up unused code and fix context usage",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-09-28T17:33:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "fbfa51b13d3d77ec6a4eb23e3f31d05ceed4792a",
          "body": "Implements a File menu with Close Window option that responds to cmd+w\non macOS and ctrl+w on Windows/Linux. Uses Wails menu system to handle\nthe keyboard shortcut and calls runtime.Quit to close the application.\n\nFixes #8\n\nCo-authored-by: Zhiqiang ZHOU <STRRL@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: add cmd+w keyboard shortcut to close window",
          "author_name": "claude[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-09-27T20:50:26Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f08afb6ab95dabbdf886f3dee0adb38a6a0daf89",
          "body": "…4666\n\nAdd Claude Code GitHub Workflow",
          "is_bot": false,
          "headline": "Merge pull request #11 from STRRL/add-claude-github-actions-175900604…",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-09-27T20:47:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ae33dc360639899fb2bbe7bc41a92ea5b850de95",
          "body": null,
          "is_bot": false,
          "headline": "\"Claude PR Assistant workflow\"",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-09-27T20:47:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "310db5dda0387b3ab9cd8dc31305cd133e4eb8cc",
          "body": "Fix inaccurate YouTube metrics in preview",
          "is_bot": false,
          "headline": "Merge pull request #6 from STRRL/codex/fix-issue-#5-in-transcube-webapp",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-09-26T02:26:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1d4c8541c1c6a0e3a178d64472a1ba08966204c",
          "body": null,
          "is_bot": false,
          "headline": "fix: show accurate video metadata",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-09-16T23:18:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f7f7d7021bac38e74c0367d918a65e8019e9085",
          "body": null,
          "is_bot": false,
          "headline": "style: update layout of task detail page",
          "author_name": "STRRL",
          "author_login": "STRRL",
          "committed_at": "2025-09-16T20:45:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "36826aa9e64f09367df5ab4218419bfe4f232ce6",
          "body": "…p-xpmh6f\n\nfix: ensure settings link area has solid background",
          "is_bot": false,
          "headline": "Merge pull request #4 from STRRL/codex/fix-issue-with-transcube-webap…",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-09-16T19:49:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3528b87d78a1d6b8fd005b6596649ac40ae4ffdc",
          "body": null,
          "is_bot": false,
          "headline": "chore: minor changes about style and boilerplate",
          "author_name": "STRRL",
          "author_login": "STRRL",
          "committed_at": "2025-09-16T19:48:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8c91ee2f5335e01040b12a7d0a4157dd9f3fa89",
          "body": null,
          "is_bot": false,
          "headline": "fix: ensure settings link area has solid background",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-09-16T19:41:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4432d5df4c04d7820662c3f5cfdf834cd2e63a39",
          "body": "Emit reload event when tasks finish",
          "is_bot": false,
          "headline": "Merge pull request #2 from STRRL/codex/fix-issue-with-transcube-webapp",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-09-16T19:18:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "66a1d3ef845698edeb566337dba1fb83a0ca19f1",
          "body": null,
          "is_bot": false,
          "headline": "fix: emit reload event after tasks finish",
          "author_name": "Zhiqiang ZHOU",
          "author_login": "STRRL",
          "committed_at": "2025-09-16T18:43:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8fac1902f75170e2200b5099252088d7e3f96e7",
          "body": null,
          "is_bot": false,
          "headline": "chore: go format",
          "author_name": "STRRL",
          "author_login": "STRRL",
          "committed_at": "2025-09-09T07:33:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d910d9d162a3898e42088520f0fe17661eee08b0",
          "body": "- Replace PNG icon with native ICNS format\n- Remove complex icon replacement script\n- Simplify build.sh to directly copy appicon.icns\n- Extract release logic to separate build-and-release.sh script\n- Streamline build process for macOS app packaging\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(build): simplify icon replacement process",
          "author_name": "STRRL",
          "author_login": "STRRL",
          "committed_at": "2025-09-09T02:13:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "cc6cd605a7edb2b06170318efa84b3748c322db7",
          "body": "- Update LSMinimumSystemVersion in Info.plist files from 10.13.0 to 26.0\n- Add MACOSX_DEPLOYMENT_TARGET=26.0 to build scripts for link-time enforcement\n- Document macOS 26 requirement in README Homebrew installation section\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "build: update minimum macOS version requirement to 26.0",
          "author_name": "STRRL",
          "author_login": "STRRL",
          "committed_at": "2025-09-08T18:34:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "22284f0600a8f44b4c9d29cf1eb67016afed8dd8",
          "body": "Add brew install command for macOS users to easily install TransCube\nvia Homebrew using the strrl/collective tap\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add Homebrew installation instructions",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
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          {
            "name": "Dangerous-Workflow",
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            "reason": "no dangerous workflow patterns detected",
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          {
            "name": "Dependency-Update-Tool",
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          },
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            "name": "Fuzzing",
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            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "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": 25,
                "status": "met",
                "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": "at_risk",
        "name": "Security",
        "value": 30,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 30,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "1 out of 9 merged PRs checked by a CI test -- score normalized to 1",
                "points": 0.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/16 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 7 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "1 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "105 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 6
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 81,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.968,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 2365
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "61 of 63 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 61,
                      "sampled": 63
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "frontend/tsconfig.json"
              ],
              "agent_commit_share": 0.672,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
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                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "frontend/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "frontend/tsconfig.json"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                      "files": "lockfile"
                    }
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "43 of the last 64 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
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                      "sampled": 64
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 26297,
              "source_files_sampled": 60,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/60 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 60,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T15:38:27.489296Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/STRRL/transcube-webapp.svg",
  "full_name": "STRRL/transcube-webapp",
  "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 статистика.