Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-27 04:29 UTC
ashvardanian / TinySemVer
Tiny Semantic Versioning (SemVer) library with LLMs and GitHub CI, that doesn't depend on 300K lines of JavaScript code and fits in a single Python file
ashvardanian/TinySemVer має індекс здоров’я 56 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (72/100), найнижчий — AI Readiness (19/100). Останнє оновлення було 5 днів тому. Більшість нещодавньої роботи виконує один учасник.
56
загалом / 100Індекс 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.
56
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)
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
Ash VardanianОсобистий обліковий запис
1 422 підписники61 публічний репозиторійз лип. 2012 р.BDFL @ Unum
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | tinysemver | 3.0.3 | 204 | 21 | 5 днів тому |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
72
Активність розробки
59Помірний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 5 дн. тому |
| 2.8/36 | Ритм комітів — 4/52 тижнів із комітами |
| 13/18 | Обсяг комітів — 27 комітів за останній рік |
| 7/10 | OpenSSF Scorecard: Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7 |
Використані вхідні дані
| commits_last_year | 27 |
| human_commit_share | 1 |
| days_since_last_push | 5 |
| active_weeks_last_year | 4 |
Дисципліна релізів
92Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 25 релізів |
| 36/36 | Свіжість релізів — останній реліз 5 дн. тому |
| 19.8/27 | Ритм релізів — реліз кожні ~78,3 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 25 |
| latest_release_tag | v3.0.3 |
| releases_from_tags | ні |
| days_since_latest_release | 5 |
| mean_days_between_releases | 78,3 |
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
37
Популярність і впровадження
26Критичний
Як обчислюється оцінка
| 23.2/60 | Зірки — 28 зірок |
| 2.5/25 | Форки — 3 форків |
| 0/15 | Спостерігачі — 2 спостерігачів |
Використані вхідні дані
| forks | 3 |
| stars | 28 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
50Помірний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 0/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
Впровадження в екосистемі (завантаження)
38У зоні ризику
Як обчислюється оцінка
| 30.8/80 | Щомісячні завантаження — 204 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | tinysemver |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 204 |
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
59
Стійкість мейнтейнерів (бас-фактор)
24Критичний
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 1.3/22.5 | Розподіл комітів — головний контриб’ютор — автор 94% комітів |
| 4.1/13.5 | Широта контриб’юторів — 3 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0,943 |
Реактивність на issue та PR
54Помірний
Як обчислюється оцінка
| 23.4/46.8 | Вирішення issue — закрито 50% issue |
| 30.6/38.3 | Прийняття PR — злито 8/10 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/19 approved changesets -- score normalized to 0 |
Використані вхідні дані
| merged_prs | 8 |
| open_issues | 3 |
| closed_issues | 3 |
| issue_closed_ratio | 0,5 |
| closed_unmerged_prs | 2 |
Власність та опіка
72Добрий
Як обчислюється оцінка
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 22.7/25 | Охоплення власника — 1 422 підписників у ashvardanian |
| 25/25 | Послужний список — 61 публічних репозиторіїв, вік облікового запису ~14 р. |
Використані вхідні дані
| followers | 1 422 |
| owner_type | User |
| is_verified | — |
| owner_login | ashvardanian |
| public_repos | 61 |
| account_age_days | 5 123 |
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 5 дн. тому |
| 20/20 | Історія версій — 21 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | tinysemver |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 5 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
52
Інженерні практики
44У зоні ризику
Як обчислюється оцінка
| 24/24 | Процеси CI — 2 процес(ів) CI |
| 0/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
Використані вхідні дані
| has_ci | так |
| has_tests | ні |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
65Помірний
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://github.com/marketplace/actions/tinysemver |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 8 тем |
| 0/10 | Wiki |
Використані вхідні дані
| topics | semantic-version, semantic-versioning, devops, devops-tools, github-actions, minimalist, llm, openai-api |
| has_wiki | ні |
| homepage | https://github.com/marketplace/actions/tinysemver |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
54
Стан безпеки
43У зоні ризику
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 2.5/2.5 | CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/19 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 6 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 5.2/7.5 | Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 3.8/7.5 | Vulnerabilities — 5 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4,3 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection, signed_releases. Залишкові ваги перенормовано.
Сповіщення про залежності
100Відмінний
Як обчислюється оцінка
| 35/35 | Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень |
| 25/25 | Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень |
| 0/40 | Немає задавнених сповіщень — жодне сповіщення не має дати публікації |
Використані вхідні дані
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 4 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:tinysemver@3.0.3 — тим, що тягне за собою встановлення опублікованого пакета, — 4 пакетів. Досяжність не аналізується.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
19
Контекст і настанови для агентів
12Критичний
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 11.7/40 | Читабельна історія комітів — намір зазначено у 22 з 100 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,22 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 0/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — lockfile |
| 0/10 | Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом |
| 0/8 | Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | ні |
| lockfiles | uv.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Читабельність коду для моделей
55Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 55/55 | Керовані розміри файлів — 0/3 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 35 855 |
| source_files_sampled | 3 |
| oversized_source_files | 0 |
Ключові факти
28зірок GitHub
3контриб'юторів
27комітів за останні 12 місяців
5днів від останнього пушу
25релізів
1бас-фактор
3відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Докладніше
Історія зірок і форків 0 ★ / 3 ⇿
0Зірки
3Форки
14Релізи
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Мажорні 1Мінорні 2Патчі 11
OpenSSF Scorecard 4.3 / 10
4.3сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| н/д | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/19 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 6 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 7 | Maintained | 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 5 | Vulnerabilities | 5 existing vulnerabilities detected |
Прямі залежності 1
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | rich | >= 13.8.0 | pyproject.toml |
Усі залежності 23
Повний розв'язаний набір залежностей із графа залежностей GitHub: 2 прямих і 21 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | rich | — | пряма |
| PyPI | rich | 14.2.0 | пряма |
| PyPI | black | 25.9.0 | непряма |
| PyPI | click | 8.3.0 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | coverage | 7.10.7 | непряма |
| PyPI | iniconfig | 2.1.0 | непряма |
| PyPI | markdown-it-py | 4.0.0 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | mypy | 1.18.2 | непряма |
| PyPI | mypy-extensions | 1.1.0 | непряма |
| PyPI | packaging | 25.0 | непряма |
| PyPI | pathspec | 0.12.1 | непряма |
| PyPI | platformdirs | 4.5.0 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | pygments | 2.19.2 | непряма |
| PyPI | pytest | 8.4.2 | непряма |
| PyPI | pytest-cov | 7.0.0 | непряма |
| PyPI | pytest-mock | 3.15.1 | непряма |
| PyPI | pytokens | 0.1.10 | непряма |
| PyPI | ruff | 0.14.0 | непряма |
| PyPI | tinysemver | 2.1.1 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
Сповіщення про залежності 0
Встановлення pypi:tinysemver@3.0.3 тягне 4 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": [
"semantic-version",
"semantic-versioning",
"devops",
"devops-tools",
"github-actions",
"minimalist",
"llm",
"openai-api"
],
"is_fork": false,
"size_kb": 170,
"has_wiki": false,
"homepage": "https://github.com/marketplace/actions/tinysemver",
"languages": {
"Python": 64591
},
"pushed_at": "2026-07-21T12:14:40Z",
"created_at": "2024-06-02T03:45:58Z",
"owner_type": "User",
"updated_at": "2026-07-21T12:12:48Z",
"description": "Tiny Semantic Versioning (SemVer) library with LLMs and GitHub CI, that doesn't depend on 300K lines of JavaScript code and fits in a single Python file",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "ashvardanian.com",
"name": "Ash Vardanian",
"type": "User",
"login": "ashvardanian",
"company": "BDFL @ Unum",
"location": "London, San Francisco, Yerevan",
"followers": 1422,
"avatar_url": "https://avatars.githubusercontent.com/u/1983160?v=4",
"created_at": "2012-07-16T09:23:51Z",
"is_verified": null,
"public_repos": 61,
"account_age_days": 5123
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v3.0.3",
"kind": "patch",
"published_at": "2026-07-21T12:11:26Z"
},
{
"tag": "v3.0.2",
"kind": "patch",
"published_at": "2026-07-15T15:09:22Z"
},
{
"tag": "v3.0.1",
"kind": "patch",
"published_at": "2026-04-01T18:09:16Z"
},
{
"tag": "v3.0.0",
"kind": "major",
"published_at": "2025-10-14T14:04:42Z"
},
{
"tag": "v2.1.1",
"kind": "patch",
"published_at": "2024-11-17T12:43:05Z"
},
{
"tag": "v2.1.0",
"kind": "minor",
"published_at": "2024-11-17T12:28:45Z"
},
{
"tag": "v2.0.8",
"kind": "patch",
"published_at": "2024-11-16T15:16:55Z"
},
{
"tag": "v2.0.7",
"kind": "patch",
"published_at": "2024-08-18T02:26:30Z"
},
{
"tag": "v2.0.6",
"kind": "patch",
"published_at": "2024-08-15T18:14:39Z"
},
{
"tag": "v2.0.5",
"kind": "patch",
"published_at": "2024-08-15T17:47:22Z"
},
{
"tag": "v2.0.4",
"kind": "patch",
"published_at": "2024-08-15T02:37:02Z"
},
{
"tag": "v2.0.3",
"kind": "patch",
"published_at": "2024-08-14T16:48:21Z"
},
{
"tag": "v2.0.2",
"kind": "patch",
"published_at": "2024-08-14T16:26:45Z"
},
{
"tag": "v2.0.1",
"kind": "patch",
"published_at": "2024-08-05T20:58:08Z"
},
{
"tag": "v2.0.0",
"kind": "major",
"published_at": "2024-08-05T20:46:38Z"
},
{
"tag": "v1.4.1",
"kind": "patch",
"published_at": "2024-08-05T03:47:40Z"
},
{
"tag": "v1.4.0",
"kind": "minor",
"published_at": "2024-08-05T03:42:02Z"
},
{
"tag": "v1.3.3",
"kind": "patch",
"published_at": "2024-08-05T03:33:11Z"
},
{
"tag": "v1.3.2",
"kind": "patch",
"published_at": "2024-08-05T03:23:57Z"
},
{
"tag": "v1.3.1",
"kind": "patch",
"published_at": "2024-08-05T03:20:06Z"
},
{
"tag": "v1.3.0",
"kind": "minor",
"published_at": "2024-08-05T03:05:22Z"
},
{
"tag": "v1.2.5",
"kind": "patch",
"published_at": "2024-06-18T05:05:05Z"
},
{
"tag": "v1.2.4",
"kind": "patch",
"published_at": "2024-06-14T05:40:22Z"
},
{
"tag": "v1.2.3",
"kind": "patch",
"published_at": "2024-06-14T05:37:15Z"
},
{
"tag": "v1.1.3",
"kind": "patch",
"published_at": "2024-06-13T04:58:57Z"
}
],
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{
"oid": "8568f1bb851f446c761abb6fc37a9daaf06bd2b7",
"body": "### Patch\n\n- Docs: Show the uvx and uv-tool one-liners beside pip (48c96a0)\n- Fix: Bump every match of an update-version-in pattern, not just the first (4dce942)\n- Make: Stop unprotecting reviews in the post-release rebase (0c59782)",
"is_bot": false,
"headline": "Release: v3.0.3 [skip ci]",
"author_name": "TinySemVer",
"author_login": null,
"committed_at": "2026-07-21T12:11:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "48c96a0b713ddb91286e764f5d3e234e965d24c6",
"body": "TinySemVer already exposes a console entry point and ships on PyPI, so it runs under uv with nothing\ninstalled. Add `uvx tinysemver` for an ephemeral local dry-run and `uv tool install tinysemver` for a\npersistent one, next to the existing pip instructions.",
"is_bot": false,
"headline": "Docs: Show the uvx and uv-tool one-liners beside pip",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2026-07-21T12:05:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4c68e90cf5fa227282f8d0ee55f4f42e1579899c",
"body": "The test module separated its sections with decorative `# ===` ruler banners. Replace each with a\n`# region Name` / `# endregion Name` pair - the editor fold-marker convention the other repos already\nuse - so sections collapse in an editor and no ornamental separator is left to maintain. Comments only.",
"is_bot": false,
"headline": "Chore: Fold test sections behind region markers, not ruler banners",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2026-07-21T11:51:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4dce942f1515676429e2ec4657bff61ec80a074d",
"body": "…irst\n\npatch_with_regex replaced only the first match, so a file that names a dependency more than once - a\nREADME with several install snippets - kept every later occurrence pinned to a stale version. It also\nreported all matches as line 1, reading match.pos rather than match.start.\n\nGive patch_wit\n[…]\nstrings too, and rewriting all of them would duplicate the version. Fix the line-number\nreport, and cover the all-occurrences path, the first-only default, and a full bump over a\nmulti-example README.",
"is_bot": false,
"headline": "Fix: Bump every match of an update-version-in pattern, not just the f…",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2026-07-21T11:46:06Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "0c59782f7a53b6b905c8c040a032f9879d4bef61",
"body": "The rebase job's push-protected step ran with unprotect_reviews, which\ncalls the branch-protection API to delete and restore main-dev's\nrequired reviews around the force-push. The fine-grained token lacks\nthe administration scope for that endpoint, so the call answered 403\nand the job failed after e\n[…]\nhe post-release\nrebase is a fast-forward in the common case, so the review dance is\nunnecessary; if a future setup does require it, grant the token repo\nadministration instead of re-enabling the flag.",
"is_bot": false,
"headline": "Make: Stop unprotecting reviews in the post-release rebase",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2026-07-15T15:11:58Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "2f528ea17c8bf3e06fabe299d4db7ca04d793192",
"body": "### Patch\n\n- Fix: Ignore moving aliases when detecting the last tag (095cc2f)\n- Make: Gate versioning on tests and dogfood the moving tags (fac5e2f)\n- Fix: Warn when moving tags cannot be force-pushed (8a47b82)",
"is_bot": false,
"headline": "Release: v3.0.2 [skip ci]",
"author_name": "TinySemVer",
"author_login": null,
"committed_at": "2026-07-15T15:09:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "095cc2fd4cfe3c64ad5e383fac51186ba233aff4",
"body": "get_last_tag ran a bare 'git describe --tags --abbrev=0', which picks\nthe newest annotated tag reachable from HEAD. The moving v3 and v3.0\naliases that push_moving_tags maintains point at the same commit as\nthe real release and are tagged later, so they won the race, and\nparse_version rejected 'v3' \n[…]\nfeature would break its own next release. The describe call now\nmatches only three-component tags, with and without the 'v' prefix,\nand a regression test plants both aliases beside a real release tag.",
"is_bot": false,
"headline": "Fix: Ignore moving aliases when detecting the last tag",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2026-07-15T15:08:03Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "fac5e2f3f07154831f06d876590baab9b6fddb40",
"body": "Neither workflow ran the test suite: pushes to main-dev only dry-ran\nthe versioner, and pushes to main released without any testing. Both\nnow run pytest over test.py in a leading job the semver job needs, so\na release only happens once the CI is green, and the post-release\nrebase job keeps refreshin\n[…]\n0.0 - the reason\nthe v3 and v3.0 aliases never existed and every consumer pinning\ntinysemver@v3 failed to resolve the action since March. Requires\nTINYSEMVER_TOKEN to keep force-push rights over tags.",
"is_bot": false,
"headline": "Make: Gate versioning on tests and dogfood the moving tags",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2026-07-15T15:05:11Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "8a47b8218b5660b8478ac8414118de3775594c21",
"body": "The moving-tag pushes run after the version commit and the exact\nvX.Y.Z tag are already on the remote, so the release is complete and\ncannot be retried - the version files are bumped and a re-run raises\nNoNewCommitsError. Raising a RuntimeError there left releases looking\nfailed while being half-pub\n[…]\n The\naliases are a convenience for consumers pinning @vX or @vX.Y, so a\ndenied force-push now prints a warning naming the tag and the remote\nerror, and the release proceeds to the GitHub release step.",
"is_bot": false,
"headline": "Fix: Warn when moving tags cannot be force-pushed",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2026-07-15T15:05:11Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "64c6eaed7db90bbf8e1563234b11ebe70758a204",
"body": "### Patch\n\n- Make: Refresh CI (f1cc2e5)",
"is_bot": false,
"headline": "Release: v3.0.1 [skip ci]",
"author_name": "TinySemVer",
"author_login": null,
"committed_at": "2026-04-01T18:09:13Z",
"body_truncated": false,
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"oid": "f1cc2e51d37bf11fea34bf69ebc8e0bc703a3748",
"body": null,
"is_bot": false,
"headline": "Make: Refresh CI",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2026-04-01T17:31:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d4e5fa49eb7ac40f5a009cf1e95da4c33aab124e",
"body": "### Major\n\n- Break: Drop all AI features (734832e)\n\n### Minor\n\n- Add: Moving Major and Minor releases (d153cc8)\n- Add: Test and lock dependencies (0547fcc)\n\n### Patch\n\n- Improve: Make moving tags optional (02b4222)\n- Fix: Traceback exception handling (7a677d9)\n- Docs: Repo capitalization (2c56857)\n-\n[…]\nx: Don't override `GITHUB_TOKEN` env var with nil (027d05e)\n- Fix: Return new semantic version (8b4939c)\n- Improve: Normalize `pathlib.Path` to `str` (83679b4)\n- Improve: Check file presence (29ed202)",
"is_bot": false,
"headline": "Release: v3.0.0 [skip ci]",
"author_name": "TinySemVer",
"author_login": null,
"committed_at": "2025-10-14T14:04:40Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "02b422214b938266461f7da2cf76d34798ab515e",
"body": null,
"is_bot": false,
"headline": "Improve: Make moving tags optional",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T14:03:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7a677d93752b4fd3b80d15da81a12be0ceb8403c",
"body": null,
"is_bot": false,
"headline": "Fix: Traceback exception handling",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T14:01:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2c5685715a1559675e6ec91395f35908e04d5c9f",
"body": null,
"is_bot": false,
"headline": "Docs: Repo capitalization",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T14:01:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "53fca7929a5dc09cb06edbcae5674be8bb86fa49",
"body": null,
"is_bot": false,
"headline": "Merge: Minus LLMs; Plus Moving Major & Minor Releases",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T13:51:27Z",
"body_truncated": false,
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},
{
"oid": "88db1414365e8abcea289af0d7b830c996dbb0b3",
"body": null,
"is_bot": false,
"headline": "Fix: Deprecated `re.sub` positional count",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T13:48:03Z",
"body_truncated": false,
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},
{
"oid": "6005b2a58d45a4f8039f40c89eaf856eff69d10a",
"body": null,
"is_bot": false,
"headline": "Docs: Remove LLMs from positioning",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T13:44:43Z",
"body_truncated": false,
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},
{
"oid": "d153cc823e98d5d03d94b7cd58b93121143c9f77",
"body": null,
"is_bot": false,
"headline": "Add: Moving Major and Minor releases",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T13:44:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0d757afcdb62f11442d5a804808bf16cda50be66",
"body": null,
"is_bot": false,
"headline": "Make: Bump dependencies",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T13:35:56Z",
"body_truncated": false,
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},
{
"oid": "0547fcc69824fab833dfb9e761f830bc198f8c09",
"body": null,
"is_bot": false,
"headline": "Add: Test and lock dependencies",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T13:29:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a7f8f3e346621afdaf503849ee5cf8dbf415ab93",
"body": null,
"is_bot": false,
"headline": "Improve: Expose functionality in `__init__`",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T13:27:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "734832e32adefe3968ee638e5174b7a6475b48f3",
"body": null,
"is_bot": false,
"headline": "Break: Drop all AI features",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T13:26:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "19b939c90c989cf34b17c35f3fd8a025463510c6",
"body": null,
"is_bot": false,
"headline": "Fix: Match `Feat` verb, as claimed in docs",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T13:17:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "027d05ea81782a00869237e578bd993f32ead84e",
"body": null,
"is_bot": false,
"headline": "Fix: Don't override `GITHUB_TOKEN` env var with nil",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T12:49:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8b4939c82d7a33f8b3492ff4e7da30dfacf356f5",
"body": null,
"is_bot": false,
"headline": "Fix: Return new semantic version",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T12:49:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "83679b4eabfe906234b9a1c8940d13d4799b8e53",
"body": null,
"is_bot": false,
"headline": "Improve: Normalize `pathlib.Path` to `str`",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-10-14T12:48:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "29ed202bb81b86a23e99ade5e7ebdc74e985fe2b",
"body": null,
"is_bot": false,
"headline": "Improve: Check file presence",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2025-01-13T19:53:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "48818c9da3c4d6da59efde64bce219bbd579903a",
"body": "### Patch\n\n- Fix: Missing symbol (a1b2b8a)",
"is_bot": false,
"headline": "Release: v2.1.1 [skip ci]",
"author_name": "TinySemVer",
"author_login": null,
"committed_at": "2024-11-17T12:43:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a1b2b8ad5fe6e2c5565bb236d7798a57aaa048a4",
"body": null,
"is_bot": false,
"headline": "Fix: Missing symbol",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2024-11-17T12:42:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f46e4a69e95e723e05bcd5587421b3f346a1fd2",
"body": "### Minor\n\n- Add: AI & Rock-n-Roll (de8e5a2)\n\n### Patch\n\n- Improve: Optional dependencies (4ff62ee)\n- Make: Dependencies of publishing script (66d69f0)\n- Improve: Rich text output (9dbddca)\n- Make: `requirements.txt` (e0b362c)\n- Fix: Missing quote in YAML (f822b2e)\n- Improve: OpenAI action args (c9f5845)",
"is_bot": false,
"headline": "Release: v2.1.0 [skip ci]",
"author_name": "TinySemVer",
"author_login": null,
"committed_at": "2024-11-17T12:28:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4ff62eea3fdb2209e67b5e66867aec564cc3e39f",
"body": null,
"is_bot": false,
"headline": "Improve: Optional dependencies",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2024-11-17T12:28:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "66d69f05965e839cadc4974163db2f0e83e37b64",
"body": null,
"is_bot": false,
"headline": "Make: Dependencies of publishing script",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2024-11-17T12:12:46Z",
"body_truncated": false,
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},
{
"oid": "9dbddca9efd0a8c056fba4c6b1cd4ba6086c2acd",
"body": null,
"is_bot": false,
"headline": "Improve: Rich text output",
"author_name": "Ash Vardanian",
"author_login": "ashvardanian",
"committed_at": "2024-11-17T12:05:56Z",
"body_truncated": false,
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"components": [
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"code": "abandonment_maintained",
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}
],
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]
}
],
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},
{
"key": "community",
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"name": "Community & Adoption",
"value": 37,
"weight": 0.18,
"metrics": [
{
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"note": null,
"notes": [],
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"growth_factor_pct": 100,
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"components": [
{
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"detail": "28 stars",
"points": 23.2,
"status": "partial",
"details": [
{
"code": "stars",
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"count": 28
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}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "3 forks",
"points": 2.5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 3
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}
],
"max_points": 25
},
{
"key": "watchers",
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"detail": "2 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
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"count": 2
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}
],
"max_points": 15
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]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
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"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
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},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
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],
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{
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},
{
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{
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{
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]
},
{
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"notes": [
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},
{
"code": "weights_renormalized",
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}
],
"value": 38,
"inputs": {
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"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 204
},
"components": [
{
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"points": 30.8,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
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"count": 204,
"ecosystems": "pypi"
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}
],
"max_points": 80
},
{
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"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
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},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 59,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 24,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 3,
"top_contributor_share": 0.943
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 94% of commits",
"points": 1.3,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 94
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "3 contributors",
"points": 4.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 3
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
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"detail": "project has 6 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"merged_prs": 8,
"open_issues": 3,
"closed_issues": 3,
"issue_closed_ratio": 0.5,
"closed_unmerged_prs": 2
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "50% of issues closed",
"points": 23.4,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 50
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "8/10 decided PRs merged",
"points": 30.6,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 8,
"decided": 10
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
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"detail": "Found 0/19 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
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"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": 72,
"inputs": {
"followers": 1422,
"owner_type": "User",
"is_verified": null,
"owner_login": "ashvardanian",
"public_repos": 61,
"account_age_days": 5123
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "1,422 followers of ashvardanian",
"points": 22.7,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1422,
"login": "ashvardanian"
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}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "61 public repos, account ~14 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 61
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},
{
"code": "account_age_years",
"params": {
"years": 14
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}
],
"max_points": 25
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]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"tinysemver"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 5
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"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"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
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"detail": "latest publish 5 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 5
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}
],
"max_points": 35
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{
"key": "version_history",
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"detail": "21 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 21
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}
],
"max_points": 20
},
{
"key": "not_deprecated",
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"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
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}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 52,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 44,
"inputs": {
"has_ci": true,
"has_tests": false,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
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}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
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{
"key": "pre_commit_hooks",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "editorconfig",
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"detail": null,
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"details": [],
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{
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"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
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"name": "Documentation",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"topics": [
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"devops-tools",
"github-actions",
"minimalist",
"llm",
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"has_wiki": false,
"homepage": "https://github.com/marketplace/actions/tinysemver",
"has_readme": true,
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"has_description": true
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"components": [
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"key": "readme",
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{
"key": "documentation_directory",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "documentation_homepage_site",
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{
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"points": 10,
"status": "met",
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{
"key": "topics",
"name": "Topics",
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"points": 10,
"status": "met",
"details": [
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}
],
"max_points": 10
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{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 54,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 43,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.3
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"components": [
{
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
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"points": 2.5,
"status": "met",
"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",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 6 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": "9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7",
"points": 5.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"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": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "5 existing vulnerabilities detected",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:tinysemver@3.0.3 runtime dependency closure — what installing the published package pulls in — 4 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:tinysemver@3.0.3",
"assessed": 4
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 4,
"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": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 4,
"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": "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": "critical",
"name": "AI Readiness",
"value": 19,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 12,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.22,
"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": "22 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 11.7,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 22,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "critical",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 10,
"inputs": {
"has_nix": false,
"has_tests": false,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": 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 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"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": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 35855,
"source_files_sampled": 3,
"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": "0/3 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 3,
"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"
],
"report_type": "repository",
"generated_at": "2026-07-27T04:29:56.002638Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/ashvardanian/TinySemVer.svg",
"full_name": "ashvardanian/TinySemVer",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.27.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.