Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 2.1.0 · 2026-07-28 03:13 UTC

jdwit / ytstudio-cli

Manage your YouTube channel from the terminal. Designed for humans and AI agents.

PythonMIT★ 12 зірок⑂ 3 форкиз січ. 2026 р.Переглянути на GitHub ↗

jdwit/ytstudio-cli має індекс здоров’я 63 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (100/100), найнижчий — Security (21/100). Останнє оновлення було 26 днів тому. Більшість нещодавньої роботи виконує один учасник.

63
загалом / 100
Помірний

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє зважене середнє, відкаліброване за розподілом публічного реєстру, тож діапазони мають перцентильний зміст; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 34 («У зоні ризику»).

63
Винятковий93-100Верхній щабель реєстру (≈ топ-5%); відповідає практично всім перевіреним критеріям
Відмінний80-92Сильний за всіма напрямами; незначні прогалини
Добрий65-79Здоровий; прогалини обмежені та керовані
Помірний50-64Прийнятний, але з помітними прогалинами; рекомендовано перевірку
Слабкий35-49Суттєві недоліки в кількох сферах
У зоні ризику20-34Суттєві слабкі місця; впровадження потребує обережності
Критичний1-19Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

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

Зважений загальний бал 59 калібровано до 63 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).

Власність

Jelmer de WitОсобистий обліковий запис
17 підписників9 публічних репозиторіївз квіт. 2012 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPIytstudio-cli0.4.2-827 днів томуanalyticsclicreatorvideoyoutubeyoutube-studio

Метрики за категоріями

Життєздатність

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

76Добрий · 21% загального індексу
Як обчислюється оцінка
28.8/36Свіжість push — останній push 26 дн. тому
7.6/36Ритм комітів — 11/52 тижнів із комітами
17.9/18Обсяг комітів — 97 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — немає даних
Використані вхідні дані
commits_last_year97
human_commit_share1
days_since_last_push26
active_weeks_last_year11
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 6 релізів
36/36Свіжість релізів — останній реліз 27 дн. тому
27/27Ритм релізів — реліз кожні ~7 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count6
latest_release_tagv0.4.2
releases_from_tagsні
days_since_latest_release27
mean_days_between_releases7

Спільнота та впровадження

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

33У зоні ризику · 17% загального індексу
Як обчислюється оцінка
16.9/60Зірки — 12 зірок
2.5/25Форки — 3 форків
0/15Спостерігачі — 0 спостерігачів
Використані вхідні дані
forks3
stars12
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
readme_badges
has_contributingні
has_issue_templateні
has_code_of_conductні
readme_badge_services
has_pull_request_templateні

Сталість та врядування

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

58Помірний · 23% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
0.7/22.5Розподіл комітів — головний контриб’ютор — автор 97% комітів
4.1/13.5Широта контриб’юторів — 3 контриб’юторів
0/10OpenSSF Scorecard: Contributors — немає даних
Використані вхідні дані
bus_factor1
contributors_sampled3
top_contributor_share0,969
Як обчислюється оцінка
36/42Вирішення issue — закрито 86% issue
25.4/30Прийняття PR — злито 33/39 вирішених PR
0/13Newcomer PR acceptance — за 30 дн. не вирішено жодного PR від новачка
0/15OpenSSF Scorecard: Code-Review — немає даних
Використані вхідні дані
merged_prs33
open_issues2
closed_issues12
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,857
closed_unmerged_prs6
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Виключено з оцінювання (немає даних або не застосовно): newcomer_pr_acceptance. Залишкові ваги перенормовано.
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
9/25Охоплення власника — 17 підписників у jdwit
19.3/25Послужний список — 9 публічних репозиторіїв, вік облікового запису ~14 р.
Використані вхідні дані
followers17
owner_typeUser
is_verified
owner_loginjdwit
public_repos9
account_age_days5 229
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.

Супровід пакетів

100Винятковий
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 27 дн. тому
20/20Історія версій — 8 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesytstudio-cli
ecosystemspypi
any_deprecatedні
min_days_since_publish27

Інженерна якість

Чи наявні базові інженерні практики та документація?

100Винятковий · 19% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 4 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера
9.6/9.6Pre-commit-хуки
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — немає даних
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigтак
has_linter_configтак
has_precommit_configтак

Документація

100Винятковий
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://jdwit.github.io/ytstudio-cli/
10/10Опис репозиторію
10/10Теми — 14 тем
10/10Wiki
Використані вхідні дані
topicsbulk-operation, cli, content-creators, youtube, youtube-analytics, youtube-api, youtube-cli, youtube-studio, python, ai-workflow, automation, agent-skill, skills, youtube-channel
has_wikiтак
homepagehttps://jdwit.github.io/ytstudio-cli/
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

21У зоні ризику · 16% загального індексу

Стан безпеки

1Критичний
Як обчислюється оцінка
0/30Політика безпеки (SECURITY.md)
0/25Конфігурація Dependabot
0/25Файли фіксації залежностей — опублікована бібліотека — lockfile є справою застосунків, не очікується
0/20Процес CodeQL
Використані вхідні дані
sourcefile_signals
lockfilesuv.lock
manifestspyproject.toml
has_codeql_workflowні
has_security_policyні
has_dependabot_configні
Виключено з оцінювання (немає даних або не застосовно): Файли фіксації залежностей. Залишкові ваги перенормовано.
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
25/25Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories0
affected_packages0
assessed_packages37
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:ytstudio-cli@0.4.2 — тим, що тягне за собою встановлення опублікованого пакета, — 37 пакетів. 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.

45Слабкий · 4% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
35.2/40Читабельна історія комітів — намір зазначено у 64 з 97 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,66
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
10/10Відтворюване середовище — lockfile
0/10Підтверджена практика роботи з агентами — серед останніх 97 комітів немає створених агентом
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — немає даних
Використані вхідні дані
has_nixні
has_testsтак
lockfilesuv.lock
has_dockerfileні
typed_languageні
bootstrap_files
has_devcontainerні
has_linter_configтак
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
0/45Типізований код — Python без конфігурації перевірки типів
55/55Керовані розміри файлів — 0/36 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes32 174
source_files_sampled36
oversized_source_files0

Ключові факти

12зірок GitHub
3контриб'юторів
97комітів за останні 12 місяців
26днів від останнього пушу
6релізів
1бас-фактор
2відкритих issue
PyPIпакетних 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
  • OpenSSF Scorecard did not return a usable result (Skipping github.com/jdwit/ytstudio-cli: run: internal error: ListCommits:error during graphqlHandler.setup: internal error: githubv4.Query: non-200 OK status code: 504 Gateway Timeout body: "{\"message\": \"We couldn't respond to your request in time. Sorry about that. Please try resubmitting your request and contact us if the problem persists.\"}\r\n"); skipping Scorecard checks

Докладніше

Історія зірок і форків 0 ★ / 3 ⇿
0Зірки
3Форки
2Релізи

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

12233312026-032026-042026-06
Мажорні 0Мінорні 2Патчі 0
Прямі залежності 8
РеєстрПакетОбмеження версіїМаніфест
PyPItyper>=0.9.0pyproject.toml
PyPIrich>=13.0.0pyproject.toml
PyPIgoogle-auth>=2.0.0pyproject.toml
PyPIgoogle-auth-oauthlib>=1.0.0pyproject.toml
PyPIgoogle-api-python-client>=2.0.0pyproject.toml
PyPIpackaging>=21.0pyproject.toml
PyPIpydantic>=2.5pyproject.toml
PyPIruamel.yaml>=0.18pyproject.toml
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

Сповіщення про залежності 0

Встановлення pypi:ytstudio-cli@0.4.2 тягне 37 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.

Жодне відоме сповіщення не стосується оцінених залежностей.

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

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "bulk-operation",
        "cli",
        "content-creators",
        "youtube",
        "youtube-analytics",
        "youtube-api",
        "youtube-cli",
        "youtube-studio",
        "python",
        "ai-workflow",
        "automation",
        "agent-skill",
        "skills",
        "youtube-channel"
      ],
      "is_fork": false,
      "size_kb": 1371,
      "has_wiki": true,
      "homepage": "https://jdwit.github.io/ytstudio-cli/",
      "languages": {
        "Python": 335920
      },
      "pushed_at": "2026-07-01T18:47:25Z",
      "created_at": "2026-01-30T17:56:30Z",
      "owner_type": "User",
      "updated_at": "2026-07-01T18:47:26Z",
      "description": "Manage your YouTube channel from the terminal. Designed for humans and AI agents.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Jelmer de Wit",
      "type": "User",
      "login": "jdwit",
      "company": null,
      "location": "Netherlands",
      "followers": 17,
      "avatar_url": "https://avatars.githubusercontent.com/u/1598297?v=4",
      "created_at": "2012-04-02T13:48:37Z",
      "is_verified": null,
      "public_repos": 9,
      "account_age_days": 5229
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": null,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.4.2",
          "kind": "patch",
          "published_at": "2026-06-30T19:40:47Z"
        },
        {
          "tag": "v0.4.1",
          "kind": "patch",
          "published_at": "2026-06-18T11:07:48Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2026-06-17T15:47:56Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2026-06-08T11:44:44Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2026-05-28T17:00:29Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-05-26T20:52:42Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "242ee3a6edbc03a2386f0ae818bf8628f8b3f9ab",
          "body": "* docs: document agentic authoring workflow in README (#43)\n\n* docs: condense agentic authoring to a single feature bullet",
          "is_bot": false,
          "headline": "docs: document agentic authoring workflow in README (#55)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-07-01T18:47:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "582d41b583b0c99ce34e216380d9722408310036",
          "body": "…#53)\n\nPhase-2 of agentic copy authoring: skill polish only, no CLI change.\n\n- bulk authoring subsection: the recommended agent loop to backfill metadata\n  across many videos - select candidates once via videos list -o json (filtering\n  weak-metadata fields client-side), gate the pricey transcript b\n[…]\nang\n  explicitly on multi-language channels, and fall back / tell the user when a\n  track is missing or not downloadable\n\nNo CLI surface changed, so the generated references/reference.md is untouched.",
          "is_bot": false,
          "headline": "docs: bulk authoring + track-selection guidance for the skill (#43) (…",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-07-01T15:52:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "360a1064fe0a28a6d8c1c7ed8fbdaaf7956f3db9",
          "body": "…ce (#54)",
          "is_bot": false,
          "headline": "docs: document captions, transcript-grounded authoring, and brand voi…",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-07-01T04:57:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8342b4678c3eeadba2631af5138174bff020aa6",
          "body": "Phase-1 of agentic copy authoring: give an agent the raw materials to write\ngrounded, on-brand video metadata, and let the existing videos update path\napply it.\n\n- videos captions <id>      list caption tracks (captions.list), table/json\n- videos transcript <id>     download a track as clean plain t\n[…]\napsing is gated to ASR tracks so repeated lines in\nhuman captions are preserved. Caption download distinguishes a restricted/ASR\n403 from a quotaExceeded 403 so quota exhaustion is reported correctly.",
          "is_bot": false,
          "headline": "feat: transcript-grounded, on-brand metadata authoring (#43) (#52)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-30T20:23:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a179e78bcfcff67b133b7353216b4a1fbe327157",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.4.2",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-30T19:40:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df97bd4baf325d6d890e6423221642181373bf3a",
          "body": null,
          "is_bot": false,
          "headline": "fix: make config locking cross-platform so the CLI runs on Windows (#51)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-30T19:37:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4816e16f2673c85cad5ccfaea80fe73bb74d2b9",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.4.1",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-18T11:03:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "abd88778cbdc100f9227e8d4636f0daa485366f6",
          "body": null,
          "is_bot": false,
          "headline": "Document ytstudio skill reporting workflows (#48)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-18T10:56:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2488fbdf191a8fba5c543a432a67bcd036ee3e4",
          "body": null,
          "is_bot": false,
          "headline": "Add analytics dimension title resolution (#47)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-18T10:49:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b9d4a3e25c090782313ec714397d86fcdd84e5e",
          "body": "…#42)\n\n* docs: skill month/week date alignment and OAuth access_denied notes\n\n* docs: reflect automatic month/week date snapping in analytics query",
          "is_bot": false,
          "headline": "docs: skill month/week date alignment and OAuth access_denied notes (…",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-18T08:55:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "941f1b65ec6925f1cee0e83df5fdedfc4592be56",
          "body": "The YouTube Analytics API rejects unaligned start/end dates for the\nmonth dimension (both ends must be the first of a month) and does not\nsnap on its own, so -d month --days N or any mid-month bound returned\nHTTP 400. Add _align_date_range to snap query dates to the required\nboundaries before the request: month snaps both ends down to the first\nof their month; week snaps both ends back to the preceding Sunday.\nday and other dimensions are unchanged.",
          "is_bot": false,
          "headline": "feat: snap analytics query dates to month/week boundaries (#44)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-18T08:52:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8fa621ad79fede0d54535cfb4cec6e2472db2794",
          "body": "* fix: clean error messages for expected API and OAuth failures\n\nhandle_api_error keeps re-raising unknown errors so command-specific\nhandlers can add context. A new CLI boundary (main.cli) turns any\nHttpError/OAuth2Error that reaches the top into a single clean line,\nand _authenticate_local_server catches OAuth denial during login.\n\nCloses #38\n\n* chore: exclude __main__ guard from coverage",
          "is_bot": false,
          "headline": "fix: clean error messages for expected API and OAuth failures (#41)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-18T08:51:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64090a09dc0accf5ebcae1740e575f735cb54da4",
          "body": null,
          "is_bot": false,
          "headline": "docs: remove agent skill docs page",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-17T16:38:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58a1c9840f31e21e213b16ed4a1ba57d6519184a",
          "body": null,
          "is_bot": false,
          "headline": "docs: trim agent skill publishing notes",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-17T16:34:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "259c81697b25c250891f96a38a6115626fbd0ac5",
          "body": null,
          "is_bot": false,
          "headline": "docs: add skill discovery keywords",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-17T16:30:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4346226600b94e9bbddf385d37ad8141f293d358",
          "body": "* ci: split release workflow and report coverage\n\n* ci: extract reusable test workflow and wire codecov token\n\nshare the lint/test job between ci and release via a workflow_call\nworkflow, and pass codecov_token through from ci so coverage uploads\nare authenticated.\n\n* test: cover update checks and api helpers",
          "is_bot": false,
          "headline": "ci: split release workflow and report coverage (#37)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-17T16:24:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d64845edccccebfa9315b40133b759d419eeb3f5",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v0.4.0",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-17T15:47:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0d9bf485743b5549d2a707bafe8627380cdfd28",
          "body": "* feat: add harness-agnostic ytstudio agent skill\n\nAuthor a model- and harness-agnostic SKILL.md (open SKILL standard) at\nskills/ytstudio/ that teaches any skill-aware agent to drive the CLI:\nprerequisites, the dry-run/--execute and -o json rules, and per-group\nusage with pointers rather than a full\n[…]\nerence.py and\nguarded against drift by tests/test_skill_reference.py. Add an example upload\nsidecar asset, a docs page, and README/docs links.\n\nCloses #29\n\n* docs: clarify immediate ytstudio mutations",
          "is_bot": false,
          "headline": "feat: add harness-agnostic ytstudio agent skill (#36)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-17T15:43:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "926ac01266d439669d5c6d465f8ae4af5e0202ca",
          "body": "* feat: add period-over-period growth deltas to analytics overview\n\nCloses #31. overview now queries the previous equal-length window by\ndefault and shows the percent change per metric (green up, red down).\n--no-compare reproduces the single-window output. JSON gains previous\nand pct_change fields; \n[…]\n\n* fix: previous overview window no longer shares a boundary day\n\nPrevious window now ends the day before the current window starts, so the\ntwo equal-length windows do not double-count the shared day.",
          "is_bot": false,
          "headline": "feat: growth deltas in analytics overview (#31) (#35)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-13T18:44:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5ee41da7bfd684a93e00dee53f1e288b61ac8f0e",
          "body": "Add 'ytstudio comments reply COMMENT_ID --text ...' to post a public\nreply to a top-level comment via comments.insert. Validates that the\nparent is a top-level comment id (flat replies) with a clear error on an\ninvalid or reply id, and prints the new reply id like publish/reject.\n\nDocs (comments.md, api-quota.md) and the README feature line updated;\ntests mirror the existing comments tests.",
          "is_bot": false,
          "headline": "feat: comments reply command (#30) (#33)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-13T09:05:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9dc9a31b07dcfe3fe22542016eb2c49bc9d968c8",
          "body": "- api-quota cheatsheet: add playlists.list/items, search.list (100u),\n  and the playlist/playlistItems write operations; reorder by cost\n- mention playlist edits and the 100-unit search.list exception in the intro\n- readme: add a scannable read/write/search/upload cost table linking to\n  the full breakdown",
          "is_bot": false,
          "headline": "docs: complete the quota cost overview (playlists, search) (#32)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-13T08:53:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d91a37f2e56de5c1368dc40803e70f54baa78960",
          "body": "- playlists: rename 'power moves' to 'recipes', fix watch-later and\n  video-id placeholder examples\n- readme: fix ci badge repo url (ytstudio -> ytstudio-cli), drop\n  nonexistent comments 'reply' feature\n- analytics: correct quota note (analytics api is separate from the\n  data api quota)\n- index: add playlists to highlights and the intro line\n- videos: surface 'videos categories' in list and inspect",
          "is_bot": false,
          "headline": "docs: consistency pass across guides and readme (#28)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-13T08:24:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43627fdcff5a5265675039957395e834018dca21",
          "body": "* feat: playlists command for bulk playlist operations\n\nAdds ytstudio playlists list/show/create/update/delete/items/add/remove/reorder\ncovering the playlist surface YouTube Studio handles poorly at scale.\n\nPower moves: bulk-add by search query, reorder by views.\nAll writes are dry-run by default; -\n[…]\nad of an unhandled exception\n- CSV output for list and items uses csv.writer so embedded commas,\n  quotes, and newlines survive round-trips\n- docs: new docs/playlists.md guide, added to the Guides nav",
          "is_bot": false,
          "headline": "feat: playlists command for bulk playlist operations (#25)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-09T20:09:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5a54919494caaf89c24dc9e546fbb165500cd915",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v0.3.1 (#23)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-08T11:44:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "743af74d7add7d86c483c5eae236002e5e1d7251",
          "body": "* feat: videos categories command to list YouTube category IDs\n\nFetches assignable video categories from the YouTube Data API\n(videoCategories.list) for a given region (default US). Output as\ntable or JSON. Referenced from the sidecar docs so users no longer\nneed a static category-ID table that goes\n[…]\nouTube-imposed default. Hiding it behind a default made it easy to\nupload a batch into the wrong category by accident. UploadSpec now\nrequires category_id; sidecars without it fail validation upfront.",
          "is_bot": false,
          "headline": "feat: videos categories command (#22)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-06-08T11:39:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8542ae1537aa1aa82995f22f9db634035a2e0db9",
          "body": "…#21)",
          "is_bot": false,
          "headline": "feat(auth): request yt-analytics-monetary scope for revenue metrics (…",
          "author_name": "Max Huk",
          "author_login": "maxhuk",
          "committed_at": "2026-06-07T18:30:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6904dda2a97fe38bf6a5f934950e2661ac7aee3b",
          "body": "…(#20)",
          "is_bot": false,
          "headline": "docs: enable mermaid diagrams via pymdownx.superfences custom_fences …",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-31T19:07:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b0ed8d2d21c1358c5caeb411c8a9dfb91d1b38c",
          "body": null,
          "is_bot": false,
          "headline": "docs: fix title in index",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T17:05:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58c6e60a5ed27c37a1acf7457795ec45d4d748b6",
          "body": null,
          "is_bot": false,
          "headline": "docs: fix title in index",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T17:02:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "748be67be455f29df7d78154845f79e2b2be8c73",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v0.3.0 (#19)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T17:00:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11043d7b856e0539ecfc1b2929fc59ec6647dc43",
          "body": null,
          "is_bot": false,
          "headline": "docs: page title back to canonical ytstudio (#18)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T16:58:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9552fd204decbe1bbe11bbf019755249ef59c17c",
          "body": "* chore: remove demo mode\n\nDemo mode (YTSTUDIO_DEMO=1) was a parallel codepath that intercepted\nget_data_service / get_analytics_service and replaced them with hand-rolled\nfakes backed by bundled JSON fixtures. It was useful early on for showing\nthe CLI without OAuth, but it has stopped paying for i\n[…]\ncoverage\n  gap left after the demo-patched test_overview was removed.\n- Delete the orphaned demo.gif from the repo root; nothing referenced it.\n- Drop the now-meaningless `demo/` line from .gitignore.",
          "is_bot": false,
          "headline": "chore: remove demo mode (#16)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T16:45:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c3073a362362a6f78e8237df3bde22a1b54c7eff",
          "body": "- one tagline everywhere: \"Manage and analyze your YouTube channel from\n  the terminal. Designed for humans and AI agents.\" (readme, docs index,\n  mkdocs site_description, pyproject)\n- readme: top NOTE callout linking to disclaimer section; plain prose\n  disclaimer at the bottom (no callout there)\n- docs: warning admonition in disclaimer section\n- docs index: drop highlight icons, rephrase \"what it is\" / \"why it\n  exists\", tighten readme docs-link blurb\n- new ascii header image",
          "is_bot": false,
          "headline": "docs: unify tagline and add not-a-google-product disclaimer (#17)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T16:38:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2318e96cea1b95e90d7f2e814f32a5e492c67d25",
          "body": "* docs: mkdocs-material site with auto-generated command reference\n\nNew documentation site at docs/ powered by Material for MkDocs:\n\n- Topic pages: index, installation, OAuth setup, multi-channel profiles,\n  bulk video updates, live broadcasts, comments, analytics, and an API\n  quota cheatsheet.\n- A\n[…]\nons/deploy-pages flow. requires the\nrepo's pages source to be set to \"github actions\".\n\n* ci: pin setup-uv to v8.1.0 (no floating v8 tag yet)\n\n* ci: use setup-uv floating @v7 (no @v8 floating tag yet)",
          "is_bot": false,
          "headline": "docs: mkdocs-material site with auto-generated command reference (#14)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T16:17:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8ba88b90ba351e856d39225a6763965718686f55",
          "body": "Adds `ytstudio videos upload <path>` to upload one or more videos described by\nyaml sidecars, plus a `--scheduled` filter on `videos list` and supporting\ndocs.\n\nPipeline:\n\n- discover() pairs each video with a matching `.yaml` sidecar and optional\n  `.jpg`/`.png` thumbnail, raising on orphan sidecars\n[…]\nideo_id\n  and a manual-patch hint so a re-run does not duplicate the upload.\n\nTooling:\n\n- README documents `uv run pre-commit install` so local commits run the same\n  ruff check + ruff format CI runs.",
          "is_bot": false,
          "headline": "feat: videos upload command from yaml sidecars",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-28T14:42:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "51ccd1123f1939f674c75788e707b3f13de486ee",
          "body": "Highlights since v0.1.1:\n\n- Multi-channel profile support: 'ytstudio profile add/use/list/remove'\n  with per-profile credential storage and automatic migration from\n  single-channel installs (#10).\n- New 'ytstudio livestreams' command: list/show/schedule/start/stop/update\n  YouTube live broadcasts, with stream-key handling and demo-mode support\n  (#12).\n- New 'yts' short CLI alias (#11).",
          "is_bot": false,
          "headline": "chore: bump version to v0.2.0 (#13)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-26T20:52:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e86ae321fbca27611d85d702ec4f082cbdedcfd4",
          "body": null,
          "is_bot": false,
          "headline": "feat: livestreams command for managing YouTube live broadcasts (#12)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-26T20:50:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55858490f786f27cd5090286e3f9bda88ba24fc0",
          "body": null,
          "is_bot": false,
          "headline": "chore: add yts as short alias for the ytstudio CLI (#11)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-26T20:48:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af0fbfb5405c12f8923fcd394827613e1107da87",
          "body": "* feat: multi-channel support via named profiles\n\nStore each YouTube login under its own named profile so the CLI can manage\nmultiple channels. All existing commands operate on the active channel.\n\n- config: profiles/<name>/credentials.json, state.json active_profile,\n  YTSTUDIO_PROFILE env override\n[…]\nration.\n\nTests cover profile propagation through get_authenticated_service, the\nonce-resolved profile in authenticate(), atomic state.json writes, and\nthat migration ignores stray invalid directories.",
          "is_bot": false,
          "headline": "feat: multi-channel support via named profiles (#10)",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-26T20:14:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9cf70924118aa8532662e4e9249ded0583559348",
          "body": "feat: add headless login flow",
          "is_bot": false,
          "headline": "Merge pull request #9 from adrianorocha-dev/feat/headless-login",
          "author_name": "Jelmer de Wit",
          "author_login": "jdwit",
          "committed_at": "2026-05-23T20:04:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ae7f83b2077c92198204ea9f77ee61aa0ecef50",
          "body": null,
          "is_bot": false,
          "headline": "fix: avoid insecure headless auth response",
          "author_name": "Adriano Rocha",
          "author_login": "adrianorocha-dev",
          "committed_at": "2026-05-07T01:09:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "weak",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 48,
            "inputs": {
              "followers": 17,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "jdwit",
              "public_repos": 9,
              "account_age_days": 5229
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "17 followers of jdwit",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 17,
                      "login": "jdwit"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "9 public repos, account ~14 yr old",
                "points": 19.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 9
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 14
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "ytstudio-cli"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 27
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 27 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 27
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "8 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "exceptional",
        "name": "Engineering Quality",
        "value": 100,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "exceptional",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "exceptional",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "bulk-operation",
                "cli",
                "content-creators",
                "youtube",
                "youtube-analytics",
                "youtube-api",
                "youtube-cli",
                "youtube-studio",
                "python",
                "ai-workflow",
                "automation",
                "agent-skill",
                "skills",
                "youtube-channel"
              ],
              "has_wiki": true,
              "homepage": "https://jdwit.github.io/ytstudio-cli/",
              "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": "https://jdwit.github.io/ytstudio-cli/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "14 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "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": 21,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dependency_lockfiles"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "source": "file_signals",
              "lockfiles": [
                "uv.lock"
              ],
              "manifests": [
                "pyproject.toml"
              ],
              "has_codeql_workflow": false,
              "has_security_policy": false,
              "has_dependabot_config": false
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "lockfiles_not_expected",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:ytstudio-cli@0.4.2 runtime dependency closure — what installing the published package pulls in — 37 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:ytstudio-cli@0.4.2",
                  "assessed": 37
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 37,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 37,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 3
            },
            "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": "weak",
        "name": "AI Readiness",
        "value": 45,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 35,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.66,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "64 of 97 human commits state their intent (structured subject or explanatory body)",
                "points": 35.2,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 64,
                      "sampled": 97
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "weak",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 48,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 97",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 97
                    }
                  }
                ],
                "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": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 32174,
              "source_files_sampled": 36,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/36 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 36,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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)."
      }
    ],
    "metrics_version": "2.1.0"
  },
  "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",
    "OpenSSF Scorecard did not return a usable result (Skipping github.com/jdwit/ytstudio-cli: run: internal error: ListCommits:error during graphqlHandler.setup: internal error: githubv4.Query: non-200 OK status code: 504 Gateway Timeout body: \"{\\\"message\\\": \\\"We couldn't respond to your request in time. Sorry about that. Please try resubmitting your request and contact us if the problem persists.\\\"}\\r\\n\"); skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T03:13:55.909832Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/jdwit/ytstudio-cli.svg",
  "full_name": "jdwit/ytstudio-cli",
  "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 v2.1.0, схема v0.27.0 — повна методологія · вікі метрик.

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