Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.26.0 · метрики 1.13.0 · 2026-07-22 18:46 UTC
zw008 / VMware-Storage
VMware vSphere storage management: datastores, iSCSI, vSAN. Domain-focused MCP skill with 11 tools.
zw008/VMware-Storage має індекс здоров’я 57 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (86/100), найнижчий — Community & Adoption (32/100). Останнє оновлення було 1 день тому. Більшість нещодавньої роботи виконує один учасник.
57
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.
57
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
wei zhouОсобистий обліковий запис
18 підписників32 публічні репозиторіїз січ. 2015 р.
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 | vmware-storage | 1.8.8 | 2 610 | 66 | 1 день тому |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
86
Активність розробки
76Добрий
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 1 дн. тому |
| 11.8/36 | Ритм комітів — 17/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 115 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 115 |
| human_commit_share | 0,94 |
| days_since_last_push | 1 |
| active_weeks_last_year | 17 |
Дисципліна релізів
100Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 64 релізів |
| 36/36 | Свіжість релізів — останній реліз 1 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~0,9 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 64 |
| latest_release_tag | v1.8.8 |
| releases_from_tags | ні |
| days_since_latest_release | 1 |
| mean_days_between_releases | 0,9 |
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?
32
Популярність і впровадження
1Критичний
Як обчислюється оцінка
| 0/60 | Зірки — 1 зірок |
| 0/25 | Форки — 0 форків |
| 0/15 | Спостерігачі — 0 спостерігачів |
Використані вхідні дані
| forks | 0 |
| stars | 1 |
| watchers | 0 |
| 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 (MIT) |
| 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)
57Помірний
Як обчислюється оцінка
| 45.6/80 | Щомісячні завантаження — 2 610 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | vmware-storage |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2 610 |
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?
55
Стійкість мейнтейнерів (бас-фактор)
16Критичний
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 0/22.5 | Розподіл комітів — головний контриб’ютор — автор 100% комітів |
| 1.4/13.5 | Широта контриб’юторів — 1 контриб’юторів |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Реактивність на issue та PR
66Помірний
Як обчислюється оцінка
| 46.8/46.8 | Вирішення issue — закрито 100% issue |
| 19.1/38.3 | Прийняття PR — злито 6/12 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Використані вхідні дані
| merged_prs | 6 |
| open_issues | 0 |
| closed_issues | 4 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 6 |
Власність та опіка
53Помірний
Як обчислюється оцінка
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 9.2/25 | Охоплення власника — 18 підписників у zw008 |
| 23.1/25 | Послужний список — 32 публічних репозиторіїв, вік облікового запису ~11 р. |
Використані вхідні дані
| followers | 18 |
| owner_type | User |
| is_verified | — |
| owner_login | zw008 |
| public_repos | 32 |
| account_age_days | 4 201 |
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 1 дн. тому |
| 20/20 | Історія версій — 66 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | vmware-storage |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 1 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
42
Інженерні практики
30У зоні ризику
Як обчислюється оцінка
| 0/24 | Процеси CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — немає даних |
Використані вхідні дані
| has_ci | ні |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: CI-Tests. Залишкові ваги перенормовано.
Документація
60Помірний
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 0/15 | Сайт документації / домашня сторінка |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 12 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | agent-skills, ai-skill, claude-code, codex, gemini-cli, iscsi, mcp, nfs, storage, vmware, vsan, vsphere |
| has_wiki | так |
| homepage | — |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
67
Стан безпеки
59Помірний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 0/2.5 | CI-Tests — немає даних |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 0/10 | Dangerous-Workflow — немає даних |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — немає даних |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — немає даних |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 12 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 6 |
| scorecard_aggregate | 5,9 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection, ci_tests, dangerous_workflow, packaging, signed_releases, token_permissions. Залишкові ваги перенормовано.
Сповіщення про залежності
100Відмінний
Як обчислюється оцінка
| 35/35 | Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень |
| 0/25 | Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі |
| 0/40 | Немає задавнених сповіщень — жодне сповіщення не має дати публікації |
Використані вхідні дані
| source | osv |
| advisories | 1 |
| affected_packages | 1 |
| assessed_packages | 52 |
| unassessed_packages | 0 |
| affected_by_severity | high 1 |
| direct_affected_packages | 0 |
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень, Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено 52 резолвлених залежностей із OSV. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
48
Контекст і настанови для агентів
40У зоні ризику
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 40/40 | Читабельна історія комітів — намір зазначено у 91 з 94 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,968 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Цикл верифікації (збірка / тести / перевірка типів)
46У зоні ризику
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — Dockerfile, lockfile |
| 6/10 | Підтверджена практика роботи з агентами — 3 з останніх 100 комітів створено агентом або з його зазначенням |
| 8/8 | Автоматизоване супроводження — 6 з останніх 100 комітів — автоматичні оновлення залежностей |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | так |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | — |
| agent_commit_share | 0,03 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0,06 |
Читабельність коду для моделей
55Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 55/55 | Керовані розміри файлів — 0/44 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 45 608 |
| source_files_sampled | 44 |
| oversized_source_files | 0 |
Машиночитні інтерфейси
60Помірний
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 20/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples |
Використані вхідні дані
| example_dirs | examples |
| has_mcp_signal | так |
| api_schema_files | — |
Ключові факти
1зірок GitHub
1контриб'юторів
115комітів за останні 12 місяців
1днів від останнього пушу
64релізів
1бас-фактор
0відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- deps.dev does not index pypi:vmware-storage@1.8.8; advisories assessed against the repository dependency graph instead
Докладніше
OpenSSF Scorecard 5.9 / 10
5.9сукупно
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 |
| н/д | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| н/д | Dangerous-Workflow | no workflows found |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| н/д | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 10 | Security-Policy | security policy file detected |
| н/д | Signed-Releases | no releases found |
| н/д | Token-Permissions | No tokens found |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
Прямі залежності 7
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | pyvmomi | >=8.0.3.0,<10.0 | pyproject.toml |
| PyPI | pyaml | >=24.0,<27.0 | pyproject.toml |
| PyPI | typer | >=0.12,<1.0 | pyproject.toml |
| PyPI | rich | >=13.0,<15.0 | pyproject.toml |
| PyPI | python-dotenv | >=1.0,<2.0 | pyproject.toml |
| PyPI | mcp | >=1.10,<2.0 | pyproject.toml |
| PyPI | vmware-policy | >=1.8.8,<2.0 | pyproject.toml |
Усі залежності 52
Повний розв'язаний набір залежностей із графа залежностей GitHub: 7 прямих і 45 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | mcp | 1.28.1 | пряма |
| PyPI | pyaml | 26.2.1 | пряма |
| PyPI | python-dotenv | 1.2.2 | пряма |
| PyPI | pyvmomi | 9.0.0.0 | пряма |
| PyPI | rich | 14.3.3 | пряма |
| PyPI | typer | 0.24.1 | пряма |
| PyPI | vmware-policy | 1.8.8 | пряма |
| PyPI | annotated-doc | 0.0.4 | непряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | anyio | 4.13.0 | непряма |
| PyPI | attrs | 26.1.0 | непряма |
| PyPI | certifi | 2026.2.25 | непряма |
| PyPI | cffi | 2.0.0 | непряма |
| PyPI | click | 8.3.1 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | coverage | 7.13.5 | непряма |
| PyPI | cryptography | 49.0.0 | непряма |
| PyPI | exceptiongroup | 1.3.1 | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | httpcore | 1.0.9 | непряма |
| PyPI | httpx | 0.28.1 | непряма |
| PyPI | httpx-sse | 0.4.3 | непряма |
| PyPI | idna | 3.15 | непряма |
| PyPI | iniconfig | 2.3.0 | непряма |
| PyPI | jsonschema | 4.26.0 | непряма |
| PyPI | jsonschema-specifications | 2025.9.1 | непряма |
| PyPI | markdown-it-py | 4.0.0 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | packaging | 26.0 | непряма |
| PyPI | pluggy | 1.6.0 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pydantic | 2.12.5 | непряма |
| PyPI | pydantic-core | 2.41.5 | непряма |
| PyPI | pydantic-settings | 2.14.2 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pyjwt | 2.13.0 | непряма |
| PyPI | pytest | 9.0.3 | непряма |
| PyPI | pytest-cov | 7.1.0 | непряма |
| PyPI | python-multipart | 0.0.32 | непряма |
| PyPI | pywin32 | 311 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | referencing | 0.37.0 | непряма |
| PyPI | rpds-py | 0.30.0 | непряма |
| PyPI | ruff | 0.15.9 | непряма |
| PyPI | shellingham | 1.5.4 | непряма |
| PyPI | sse-starlette | 3.3.4 | непряма |
| PyPI | starlette | 1.3.1 | непряма |
| PyPI | tomli | 2.4.1 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
| PyPI | typing-inspection | 0.4.2 | непряма |
| PyPI | uvicorn | 0.42.0 | непряма |
| PyPI | vmware-storage | 1.8.8 | непряма |
Сповіщення про залежності 1
Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 52 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 1 мають відомі сповіщення, з них 0 прямі.
| Пакет | Версія | Зв'язок | Критичність | Сповіщень | Виправлено в |
|---|---|---|---|---|---|
| click | 8.3.1 | непряма | висока | 1 | 8.3.3 |
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": [
"agent-skills",
"ai-skill",
"claude-code",
"codex",
"gemini-cli",
"iscsi",
"mcp",
"nfs",
"storage",
"vmware",
"vsan",
"vsphere"
],
"is_fork": false,
"size_kb": 892,
"has_wiki": true,
"homepage": null,
"languages": {
"Python": 328019,
"Dockerfile": 213
},
"pushed_at": "2026-07-21T15:42:42Z",
"created_at": "2026-03-22T01:16:57Z",
"owner_type": "User",
"updated_at": "2026-07-21T15:46:17Z",
"description": "VMware vSphere storage management: datastores, iSCSI, vSAN. Domain-focused MCP skill with 11 tools.",
"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": "wei zhou",
"type": "User",
"login": "zw008",
"company": null,
"location": "China",
"followers": 18,
"avatar_url": "https://avatars.githubusercontent.com/u/10613299?v=4",
"created_at": "2015-01-20T11:29:10Z",
"is_verified": null,
"public_repos": 32,
"account_age_days": 4201
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v1.8.8",
"kind": "patch",
"published_at": "2026-07-21T15:42:45Z"
},
{
"tag": "v1.8.7",
"kind": "patch",
"published_at": "2026-07-21T11:38:49Z"
},
{
"tag": "v1.8.5",
"kind": "patch",
"published_at": "2026-07-20T13:03:17Z"
},
{
"tag": "v1.8.4",
"kind": "patch",
"published_at": "2026-07-20T08:25:00Z"
},
{
"tag": "v1.8.3",
"kind": "patch",
"published_at": "2026-07-20T03:40:18Z"
},
{
"tag": "v1.8.2",
"kind": "patch",
"published_at": "2026-07-19T17:59:49Z"
},
{
"tag": "v1.8.1",
"kind": "patch",
"published_at": "2026-07-19T11:22:14Z"
},
{
"tag": "v1.8.0",
"kind": "minor",
"published_at": "2026-07-19T09:40:08Z"
},
{
"tag": "v1.7.7",
"kind": "patch",
"published_at": "2026-07-17T06:53:03Z"
},
{
"tag": "v1.7.5",
"kind": "patch",
"published_at": "2026-07-13T07:14:39Z"
},
{
"tag": "v1.7.4",
"kind": "patch",
"published_at": "2026-07-13T04:45:02Z"
},
{
"tag": "v1.7.3",
"kind": "patch",
"published_at": "2026-07-03T00:46:38Z"
},
{
"tag": "v1.7.2",
"kind": "patch",
"published_at": "2026-07-02T14:29:19Z"
},
{
"tag": "v1.7.1",
"kind": "patch",
"published_at": "2026-07-02T10:45:36Z"
},
{
"tag": "v1.7.0",
"kind": "minor",
"published_at": "2026-06-27T00:59:44Z"
},
{
"tag": "v1.6.1",
"kind": "patch",
"published_at": "2026-06-23T23:56:09Z"
},
{
"tag": "v1.6.0",
"kind": "minor",
"published_at": "2026-06-22T09:15:59Z"
},
{
"tag": "v1.5.39",
"kind": "patch",
"published_at": "2026-06-22T00:35:47Z"
},
{
"tag": "v1.5.38",
"kind": "patch",
"published_at": "2026-06-12T06:57:03Z"
},
{
"tag": "v1.5.37",
"kind": "patch",
"published_at": "2026-06-12T01:56:31Z"
},
{
"tag": "v1.5.36",
"kind": "patch",
"published_at": "2026-06-11T23:19:34Z"
},
{
"tag": "v1.5.35",
"kind": "patch",
"published_at": "2026-06-10T00:42:54Z"
},
{
"tag": "v1.5.32",
"kind": "patch",
"published_at": "2026-06-08T02:30:24Z"
},
{
"tag": "v1.5.30",
"kind": "patch",
"published_at": "2026-06-07T12:54:36Z"
},
{
"tag": "v1.5.29",
"kind": "patch",
"published_at": "2026-05-29T02:18:45Z"
},
{
"tag": "v1.5.28",
"kind": "patch",
"published_at": "2026-05-20T09:56:56Z"
},
{
"tag": "v1.5.27",
"kind": "patch",
"published_at": "2026-05-20T06:56:17Z"
},
{
"tag": "v1.5.26",
"kind": "patch",
"published_at": "2026-05-20T06:16:30Z"
},
{
"tag": "v1.5.23",
"kind": "patch",
"published_at": "2026-05-19T02:56:25Z"
},
{
"tag": "v1.5.22",
"kind": "patch",
"published_at": "2026-05-08T23:23:39Z"
},
{
"tag": "v1.5.21",
"kind": "patch",
"published_at": "2026-05-08T23:10:28Z"
},
{
"tag": "v1.5.20",
"kind": "patch",
"published_at": "2026-05-08T22:29:55Z"
},
{
"tag": "v1.5.19",
"kind": "patch",
"published_at": "2026-05-06T04:01:04Z"
},
{
"tag": "v1.5.18",
"kind": "patch",
"published_at": "2026-05-02T12:08:51Z"
},
{
"tag": "v1.5.17",
"kind": "patch",
"published_at": "2026-05-01T11:45:35Z"
},
{
"tag": "v1.5.16",
"kind": "patch",
"published_at": "2026-05-01T03:29:07Z"
},
{
"tag": "v1.5.15",
"kind": "patch",
"published_at": "2026-04-29T18:29:06Z"
},
{
"tag": "v1.5.14",
"kind": "patch",
"published_at": "2026-04-21T12:08:20Z"
},
{
"tag": "v1.5.13",
"kind": "patch",
"published_at": "2026-04-21T06:21:56Z"
},
{
"tag": "v1.5.12",
"kind": "patch",
"published_at": "2026-04-17T10:03:10Z"
},
{
"tag": "v1.5.11",
"kind": "patch",
"published_at": "2026-04-16T23:40:57Z"
},
{
"tag": "v1.5.10",
"kind": "patch",
"published_at": "2026-04-16T02:59:13Z"
},
{
"tag": "v1.5.8",
"kind": "patch",
"published_at": "2026-04-15T01:47:36Z"
},
{
"tag": "v1.5.7",
"kind": "patch",
"published_at": "2026-04-15T01:22:03Z"
},
{
"tag": "v1.5.6",
"kind": "patch",
"published_at": "2026-04-14T23:50:08Z"
},
{
"tag": "v1.5.5",
"kind": "patch",
"published_at": "2026-04-14T23:40:20Z"
},
{
"tag": "v1.5.4",
"kind": "patch",
"published_at": "2026-04-14T08:42:47Z"
},
{
"tag": "v1.5.0",
"kind": "minor",
"published_at": "2026-04-12T04:55:01Z"
},
{
"tag": "v1.4.9",
"kind": "patch",
"published_at": "2026-04-11T13:18:02Z"
},
{
"tag": "v1.4.8",
"kind": "patch",
"published_at": "2026-04-09T09:22:59Z"
},
{
"tag": "v1.4.7",
"kind": "patch",
"published_at": "2026-04-07T23:16:58Z"
},
{
"tag": "v1.4.6",
"kind": "patch",
"published_at": "2026-04-06T01:58:24Z"
},
{
"tag": "v1.4.5",
"kind": "patch",
"published_at": "2026-04-03T13:29:58Z"
},
{
"tag": "v1.4.4",
"kind": "patch",
"published_at": "2026-04-01T15:46:37Z"
},
{
"tag": "v1.4.3",
"kind": "patch",
"published_at": "2026-03-30T11:48:02Z"
},
{
"tag": "v1.4.1",
"kind": "patch",
"published_at": "2026-03-29T08:21:06Z"
},
{
"tag": "v1.4.0",
"kind": "minor",
"published_at": "2026-03-29T07:41:52Z"
},
{
"tag": "v1.3.5",
"kind": "patch",
"published_at": "2026-03-28T02:22:46Z"
},
{
"tag": "v1.3.4",
"kind": "patch",
"published_at": "2026-03-28T01:39:57Z"
},
{
"tag": "v1.3.3",
"kind": "patch",
"published_at": "2026-03-28T00:30:17Z"
},
{
"tag": "v1.3.2",
"kind": "patch",
"published_at": "2026-03-27T11:59:05Z"
},
{
"tag": "v1.3.1",
"kind": "patch",
"published_at": "2026-03-27T11:25:32Z"
},
{
"tag": "v1.3.0",
"kind": "minor",
"published_at": "2026-03-26T05:48:18Z"
},
{
"tag": "v1.2.0",
"kind": "minor",
"published_at": "2026-03-22T01:40:28Z"
}
],
"recent_commits": [
{
"oid": "b87d382245bd96c3335fd0591e3f95ba13aeb4ee",
"body": "Every state-changing CLI command is now wrapped by @guarded, the CLI counterpart\nto the MCP @vmware_tool decorator: it runs the same vmware-policy guard()\nauthorization and writes the same audit_call() row to ~/.vmware/audit.db\n(HLD I-1/I-8). A `deny` rule now refuses the operation on the CLI with a\n[…]\nitten this release (removed at 2.0)\n- requires vmware-policy>=1.8.8 (adds the shared guarded core); lock bumped to it\n- carries the environment docstring correction + the Policy-1.8.7 stale-test fixes",
"is_bot": false,
"headline": "feat: route CLI writes through policy + audit via @guarded (v1.8.8)",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-21T15:42:38Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "466b46e59c2f0f482634259a9293ce861cf8dad9",
"body": "…RBAC's job\n\n- remove the skill-level read-only switch and its config/env key; read/write\n authorization is delegated to the vCenter/NSX service account (RBAC). A config\n still carrying read_only is ignored with a one-time warning naming the replacement\n- drop approval-tier / declared-environment language (vmware-policy cut those)\n- add offline / air-gapped install docs to the README\n- carries the accumulated fixes staged since 1.8.5",
"is_bot": false,
"headline": "chore: release v1.8.7 — remove read-only switch; read/write authz is …",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-21T11:38:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cb214cbf96b077e33c82256e40f456815bc75d1d",
"body": null,
"is_bot": false,
"headline": "chore: lock vmware-policy 1.8.5",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-20T13:02:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "739c733802363665c176eba7afd3e5c959fea983",
"body": null,
"is_bot": false,
"headline": "chore: release v1.8.5",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-20T12:59:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e8f272548a49d5229c4a1d60db0825829ef46532",
"body": "Four adversarial reviews of v1.8.4 found the release had shipped two defects.\n\n**A returned failure was still audited as a success.** vmware-policy 1.8.4 added\n`report_tool_failure()` for tools that catch and return rather than raise, and no\nskill called it. Every string-returning tool therefore kep\n[…]\neption\ninterpolated into an already-allowlisted `*ApiError`, now authored text instead.\n\nThe missing-password error keeps its remedy through a narrow\n`ConfigError(OSError)` rather than the base class.",
"is_bot": false,
"headline": "fix: audit returned failures; stop leaking cert and URL detail",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-20T12:26:27Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "83c3c97c6f7147e72c81ec504fff87f77666d509",
"body": null,
"is_bot": false,
"headline": "chore: lock vmware-policy 1.8.4",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-20T08:24:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a26e36f863db3ae4a620163fcee241902bb6ca3",
"body": null,
"is_bot": false,
"headline": "chore: release v1.8.4",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-20T08:20:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f52da83889252d7fd9d68653d0fb1258f71c82f0",
"body": "For a weak model the description *is* the API: an unstated routing rule is a\nrouting rule that does not exist, and a tool with no stated next hop is one it\nstops at. Descriptions now say when to prefer this tool over a sibling, what\nshape comes back, the caveat that bites, and which tool to call nex\n[…]\nring in `confirm_draft`'s own name, missed\n\"Use after ...\" as a when-clause and so bought pure rewording, read a line break\nas absent content, and never looked at the list-shaped error payload at all.",
"is_bot": false,
"headline": "feat: describe tools so a small model can route between them",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-20T08:17:53Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "22aadd5156f3cd40a389123feaec5caecc49274e",
"body": "…y eval\n\nError messages now name the offending value, an imperative remedy, and a\nconcrete artifact the model can act on, so recovery becomes an\ninstruction-following problem rather than an inference one.\n\n_safe_error's allowlist was widened to the rule it always meant: every\nexception this skill ra\n[…]\necking the\ncommand exists, and never looked at the 300-char sanitize() cap that silently\ndeletes a remedy. A new remedy_survives_truncation check found real cut\nmessages in two repos on its first run.",
"is_bot": false,
"headline": "fix: let teaching errors reach the agent, and harden the error-qualit…",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-20T07:40:59Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "2a98fb1cba19dafc9aa99e77e75ba18f97c398f1",
"body": "The suite asks open questions — can a model obtain every name these tools\ndemand, does a failure tell it what to do next, does the read-only gate leave a\nusable surface — rather than replaying known bugs. It has been answering them\nfor vmware-aiops, vmware-monitor and vmware-storage since it was wri\n[…]\nbility/_scores.json.\nTeaching-error rate: vmware-aiops 92%, vmware-monitor 75%, everything else\n0-40%. That is the shape of a family fix applied to one repo (踩坑 #21), now\nmeasured rather than assumed.",
"is_bot": false,
"headline": "test: run the capability evals against every skill, not three",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-20T06:21:52Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "e229bece9349da26ff984d7019f87d3f57fb5b21",
"body": "The three copies of test_entity_reachability.py were supposed to be identical.\nThey were not, and the drift was logic rather than comments: vmware-monitor had\ntwo corrections the other two never received.\n\n - Creation verbs. A name the operator invents (vm_create_snapshot's\n snapshot_name) is no\n[…]\n three on the first run in vmware-aiops: source_vm_name and\nentity_name were real lookups never counted, new_name is invented and is now\nan explicit exclusion. entity_reachability_full 91.1% -> 97.6%.",
"is_bot": false,
"headline": "test: reconcile the capability suite and make its vocabulary portable",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-20T06:09:32Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "bc916d2b0a0b21e8ca7bf3274e4c62de679fbc6b",
"body": "…refixes\n\nThe `names_artifact` dimension matched the prefixes `list_` and `get_`, which\nwas wrong in both directions. Real tools named anything else — cluster_info,\nbrowse_datastore, vm_info — read as \"names nothing concrete\", and a remedy\nnaming a companion skill's CLI scored zero even though a doc\n[…]\n-storage\n(18.8%) do not move — those scores were always real.\n\nAdds a regression test for the grader itself, since the grader is where the\nbug was. uv.lock picks up the versions it had drifted behind.",
"is_bot": false,
"headline": "test: score error messages against the real tool registry, not name p…",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-20T05:58:23Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "9a2d6b9b26cbfee278832abe1b8f112d55a38cc7",
"body": "The password already resolved from an env var; the username did not, so a\ndeployment injecting credentials from a secret store could externalise only\nhalf the pair — a config-file username with an env password from another\naccount logs in as nobody.\n\nAdapted from VMware-AIops#33 by @wright-bench. Re\n[…]\nable their own loader never reads, so following the\ndocs exactly gave \"Password not found\". Docs corrected against each repo's own\ncode (the keys differ per skill); a smoke check now compares the two.",
"is_bot": false,
"headline": "feat: per-target username can come from the environment (v1.8.3)",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-20T03:40:03Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "0b4a751e238cec92c3d68e24d41cd18c54ce1ef4",
"body": "Every skill shipped its MCP server as a top-level `mcp_server` package.\nPython has one top-level namespace, so co-installing any two of them let the\nsecond silently overwrite the first — no error, no warning.\n\n uv tool install vmware-aiops -> 49 tools (correct)\n uv pip install vmware-aiops -\n[…]\nnfigs are unchanged; only a direct\n`python -m mcp_server` breaks.\n\nAlso: references/agent-guardrails.md now ships in every skill (the operating\nrules for local and small models), linked from SKILL.md.",
"is_bot": false,
"headline": "fix: move the MCP server into the package namespace (v1.8.2)",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-19T17:59:41Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "43293538543c1bedc96d5324bffbbe1ac3307ca4",
"body": "v1.8.0 put read-only mode in the code and documented it in README only.\nEvery other layer was empty, and each serves a different reader: SKILL.md is\nwhat the agent loads, setup-guide is what an operator reads while configuring,\ndoctor is where they verify it took.\n\nAn agent read SKILL.md, called a w\n[…]\nsolution\n runs through vmware_policy.read_only_status() rather than a local copy of the\n precedence chain — a doctor that disagrees with its gate is worse than none.\n Requires vmware-policy>=1.8.1.",
"is_bot": false,
"headline": "docs: read-only mode reaches the surfaces that teach it (v1.8.1)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-07-19T11:22:08Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "06b85833c25e7b5c741efe9168e52fcc74f4ba6a",
"body": "Family release driven by VMware-AIops#31, where an operator running\nLlama 3.3 70B had to hand-write 17 prompt guardrails to make tool calling\nreliable. A prompt is advisory; a model can ignore it. Every guardrail that\ncould move into the harness has.\n\n- Read-only mode: VMWARE_READ_ONLY=true removes \n[…]\nenvironment: on each config target, for policy scoping.\n\nPre-release review (2026-07-19):\n- Docs: read-only tool count corrected to 7/11 (one place said 6/11 while\n the rest of the same file said 7).",
"is_bot": false,
"headline": "feat: read-only mode, list envelope, declared environments (v1.8.0)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-07-19T09:40:01Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "171d8e9ca09b5fce2957248848b0d01c892d24ee",
"body": null,
"is_bot": false,
"headline": "chore: refresh uv.lock self-version for 1.7.7",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-07-17T07:00:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b936654c3155cba99fbf5b972aed1ad8625df9e4",
"body": null,
"is_bot": false,
"headline": "chore: release v1.7.7 (session-probe fix + mcp 1.28.1)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-07-17T06:52:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "233bdb737ddbc6b67bd9a76092b71e9a45b4b6f1",
"body": "Clears three GHSA HIGH advisories against the MCP Python SDK (WebSocket\nHost/Origin validation; HTTP transport principal verification; experimental\ntask-handler cross-client access). stdio-only servers are not directly\nexposed, but the lockfile should not pin a vulnerable build.",
"is_bot": false,
"headline": "chore: bump mcp to 1.28.1 in lockfile",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-07-17T06:37:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b8a65cc536d768a0b848be11857b1edf750d8140",
"body": "An expired token can make sessionManager.currentSession return None without\nraising — the raise-only probe returned the dead cached session as live.\nFamily fix from external fork report (AIops PR #32); Storage's except\nException path was already correct. Regression tests pin all three probe\nshapes.",
"is_bot": false,
"headline": "fix: treat None currentSession as dead in session probe",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-07-17T06:37:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bb7032f40bbc8ebcb3b7cc66a7c04d219273e7b1",
"body": null,
"is_bot": false,
"headline": "chore: v1.7.5 family version alignment (no code change)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-07-13T07:11:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d4a92f9191b678773812cd3ae25b009fcbd366c",
"body": null,
"is_bot": false,
"headline": "chore: bump to 1.7.4 (family version alignment)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-07-13T04:43:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4abe8357a5d97dded3dd696799afb8e33e4635db",
"body": null,
"is_bot": false,
"headline": "chore: bump to 1.7.3 (family version alignment)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-07-03T00:45:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6913b74a962bd709c62276838e13118a8af92e3d",
"body": "… port)",
"is_bot": false,
"headline": "perf: batch datastore/host inventory via PropertyCollector (issue #31…",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-07-02T14:26:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "98bd3cfe88e9476290dc1e09df74f22bc9fb5a25",
"body": null,
"is_bot": false,
"headline": "chore: release v1.7.1 (family version alignment)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-07-02T10:43:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "495db1de19cbae928fdd95cacf9cff3ed5a73484",
"body": null,
"is_bot": false,
"headline": "feat: add init wizard + auth/TLS error teaching",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-27T00:55:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "862f1eb92833567a2c58fa00af279daccd54ef3f",
"body": "Resolves medium-severity symlink-escape advisory in\nNestedSecretsSettingsSource. Transitive pin via uv.lock.",
"is_bot": false,
"headline": "fix(deps): bump pydantic-settings to 2.14.2 (GHSA-4xgf-cpjx-pc3j)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-26T01:12:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e3d4f0760a5ebc30c6782b1b3e9d622cab37a6e",
"body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: release v1.6.1 (.env password b64 obfuscation)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-23T23:54:28Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "91bbc24d9458c05b79ed8641b5e079142dc7817c",
"body": "Ruff F401 — the test uses plain asserts, not pytest.raises.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: remove unused pytest import from b64 regression test",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-23T23:38:47Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f13780748ed590390ccf89b9f80f164ad9ff3097",
"body": "Plaintext *_PASSWORD values in ~/.<skill>/.env are rewritten to b64: on\nfirst load and decoded transparently at runtime, via python-dotenv's own\nparser so the stored secret never drifts (handles quotes, inline comments,\ntrailing whitespace, and passwords literally starting with b64:).\nObfuscation, not encryption — for real at-rest secrecy inject from a\nsecret manager. Adds a 10-case regression suite per skill.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: auto-obfuscate .env passwords to grep-safe b64 form",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-23T14:38:09Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "d42781e88e0a4ff7e199500a90ac65d3b384233c",
"body": "Adds undo= declarations on reversible write tools (via vmware-policy 1.6.0); inherits the\ntoken/runaway budget guard, audit accountability fields, and graduated risk tiers.\nRequires vmware-policy >= 1.6.0.",
"is_bot": false,
"headline": "feat: v1.6.0 — undo-token support + harness trust architecture",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-22T09:14:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "723a1e019ca676db80a9eba8b69b888f93964a84",
"body": "…(v1.5.39)\n\nbrowse_datastore raised a bare TimeoutError at 120s (scan_images browses once per pattern, so\nthe budget compounded). Now 300s with a message that tells the caller to narrow the search\n(sub-path + pattern) rather than retry the same broad browse — same agent token-burn class\nfixed in AIops snapshot-delete this release.",
"is_bot": false,
"headline": "fix: honest datastore-browse timeout 120s->300s + actionable message …",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-22T00:34:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28e348f043921c4212d2b719c51fa76ab967a525",
"body": "…pendabot security alerts\n\nResolves all open Dependabot alerts (5 high / 4 medium / 5 low):\n- cryptography -> 49.0.0 (bundled OpenSSL vuln)\n- starlette -> 1.3.1 (SSRF/NTLM via UNC, form-limit bypass)\n- python-multipart -> 0.0.32 (quadratic querystring DoS, smuggling)\n- pyjwt -> 2.13.0 (public-key JWK as HMAC secret, algo bypass, DoS)",
"is_bot": false,
"headline": "chore: bump cryptography/starlette/python-multipart/pyjwt to patch De…",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-17T02:05:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "428e43a9dab0db2256cba6da4b58b4873f518143",
"body": null,
"is_bot": false,
"headline": "chore: release alignment v1.5.38",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-12T06:30:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1a6097ca117e862e9e48defa8cbc240af2852925",
"body": "…or tests (v1.5.37)",
"is_bot": false,
"headline": "perf: faster datastore listing; fix: iSCSI HBA race; test: ops behavi…",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-12T01:49:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e05ada9294cae01dac49e7bca2a57eca75716cee",
"body": null,
"is_bot": false,
"headline": "fix: OVA scanning and destructive-op gating (v1.5.36)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-11T23:03:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8368a9ea53a7ff83188a39bd75bd0da58887d2b3",
"body": "Family-wide security release. See RELEASE_NOTES.md for the per-skill detail.\nAligns all 11 packages back to a single version (1.5.35).",
"is_bot": false,
"headline": "fix: security hardening (v1.5.35)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-10T00:16:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4805f5e0a81fb30c17eb942dfe69e4359bf5fd46",
"body": null,
"is_bot": false,
"headline": "chore: release v1.5.32",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-08T02:29:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a14ed6ebf739256829c4c6de5e43a88aa7e688c4",
"body": "- safety test repointed at the CLI commands that own _double_confirm (was\n asserting ops layer — failed permanently while guarding nothing)\n- vim attribute conformance regression added (2026-06-08 audit verified the\n iSCSI/vSAN chains clean; test prevents future invented names)",
"is_bot": false,
"headline": "test: CLI-layer safety assertions + vim introspection conformance",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-08T02:15:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a460fb3d12aa96ee1d91e1e522ce14d8c88467b7",
"body": null,
"is_bot": false,
"headline": "docs: Glama TDQS tool description rewrite (v1.5.30)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-07T12:51:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e77eca2b2acf11755a52f158342a9b16e2a18dcd",
"body": "chore(deps): bump starlette from 1.0.0 to 1.0.1",
"is_bot": false,
"headline": "Merge pull request #6 from zw008/dependabot/uv/starlette-1.0.1",
"author_name": "wei zhou",
"author_login": "zw008",
"committed_at": "2026-06-07T07:23:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c055d4688e4793cc89b99ffde48912ff106eec60",
"body": "Bumps [starlette](https://github.com/Kludex/starlette) from 1.0.0 to 1.0.1.\n- [Release notes](https://github.com/Kludex/starlette/releases)\n- [Changelog](https://github.com/Kludex/starlette/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/starlette/compare/1.0.0...1.0.1)\n\n---\nupdated-dependencies:\n- dependency-name: starlette\n dependency-version: 1.0.1\n dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "chore(deps): bump starlette from 1.0.0 to 1.0.1",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-04T17:26:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0adcf325bef156e4d7e2504d64f691a442ba2c0b",
"body": null,
"is_bot": false,
"headline": "release: v1.5.29 — patterns/ PoC docs + Python 3.10 support",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-29T02:12:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a02f2130eba3e0b4fa0438be88f79b48a32c80c9",
"body": "…ython 3.10 support",
"is_bot": false,
"headline": "docs: document patterns/ L5 auto-remediation PoC (iSCSI rescan) and P…",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-29T01:54:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "167fcd45ba82569031701545051e42890304b3aa",
"body": "Bumps [idna](https://github.com/kjd/idna) from 3.11 to 3.15.\n- [Release notes](https://github.com/kjd/idna/releases)\n- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)\n- [Commits](https://github.com/kjd/idna/compare/v3.11...v3.15)\n\n---\nupdated-dependencies:\n- dependency-name: idna\n dependency-version: '3.15'\n dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps): bump idna from 3.11 to 3.15 (#5)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-23T09:17:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "01844e6c3fee110b3d7b4e643e6edf7bb2140178",
"body": "…y (v1.5.28)\n\nUnder mcp 1.10-1.13 (Goose and some sandboxes pin these), FastMCP's\nTool.from_function calls issubclass(param.annotation, Context) without\nresolving forward refs. With 'from __future__ import annotations' all\nparameter annotations are strings, so issubclass(str, Context) raises\n'TypeEr\n[…]\nnts.\n\nThis release strips the future import from mcp_server/server.py in all\n8 affected skills (Harden never had it). Verified all tools list OK\nunder mcp 1.10 and mcp 1.14.\n\nCLAUDE.md 踩坑 #33 updated.",
"is_bot": false,
"headline": "fix: remove from __future__ import annotations in mcp_server/server.p…",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-20T09:54:58Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "53a9d485fcee96575f6eae8f8e66475d09857eff",
"body": null,
"is_bot": false,
"headline": "chore: ignore .pytest_cache/",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-20T07:03:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b874b0f366601ea962b0473b33c4905dda83e3f",
"body": "v1.5.26 fixed the PEP 604 root cause but kept requires-python = \">=3.11\",\nwhich blocked pip download / install on Python 3.10. The Optional[X] fix is\nwhat actually enables 3.10 compatibility; this release just stops blocking\n3.10 installs.\n\n- pyproject.toml: requires-python = \">=3.10\"\n (VMware-VKS was >=3.12, now also >=3.10 for family alignment)\n- <pkg>/cli.py mcp_cmd(): version guard triggers on < (3, 10)",
"is_bot": false,
"headline": "fix: v1.5.27 — loosen Python requirement to >= 3.10",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-20T06:54:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a4c5e1504aad3d1330e10902f3a9394ac67a79e8",
"body": "vmware-* MCP servers crashed at decorator time on Python 3.10 with\n\"subclass() arg 1 must be a class\". Triggered by a goose user (qwen3.6:27,\nPython 3.10) running vmware-aiops; the same bug existed in every family skill.\n\n- mcp_server/server.py: PEP 604 `X | None` → `Optional[X]` in tool signatures\n\n[…]\nguard against Python < 3.11 with a clear fix command.\n- pyproject.toml: mcp[cli]>=1.10,<2.0 (was >=1.0), so uv doesn't pick an\n ancient mcp with the same issubclass bug.\n\nFamily-wide bump to v1.5.26.",
"is_bot": false,
"headline": "fix: v1.5.26 — MCP server Python 3.10 compatibility (踩坑 #33)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-20T06:13:57Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "d6ed9a38fa81f33abb96480a942c9b3e582155ea",
"body": "No code change. Bumped together with VMware-AIops and VMware-VKS,\nwhich received the pyVmomi 8.x setattr fix (踩坑 #32).",
"is_bot": false,
"headline": "chore: v1.5.24 — family version alignment",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-19T12:22:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "39f6c73d1ceb8cd777b0b6f11430f71b346b8bc5",
"body": "- README + references version-compat tables now include VCF 9.0 / 9.1\n- Added Official Broadcom References pointer (SDKs / xAPIs / Tools)\n- Per-skill specifics in RELEASE_NOTES.md\n\nFamily v1.5.23 alignment.",
"is_bot": false,
"headline": "docs: declare VCF 9.0 / 9.1 compatibility",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-19T02:54:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "86bf1ae37a69739d7ba307dd7bf50726bed2281b",
"body": null,
"is_bot": false,
"headline": "release: v1.5.22 — family alignment",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-08T23:23:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6fc20fbc15d5e465a3776ff8871a1a68cd3136cc",
"body": null,
"is_bot": false,
"headline": "release: v1.5.21 — family alignment + python-multipart 0.0.27",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-08T23:07:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "33bd1b765a09fc7b22ef6ba80b21b662d374b9e0",
"body": "Bumps [python-multipart](https://github.com/Kludex/python-multipart) from 0.0.26 to 0.0.27.\n- [Release notes](https://github.com/Kludex/python-multipart/releases)\n- [Changelog](https://github.com/Kludex/python-multipart/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/Kludex/python-multipart/c\n[…]\nrt\n dependency-version: 0.0.27\n dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps): bump python-multipart from 0.0.26 to 0.0.27 (#4)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-05-08T22:51:08Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "0fc3dd6176d39e173c7b05336ae539e8a2548253",
"body": null,
"is_bot": false,
"headline": "release: v1.5.20 — family alignment (no source changes)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-08T22:29:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4cef47c05fb2e0f4e128e7dca7bde3ba497a4155",
"body": null,
"is_bot": false,
"headline": "chore: family alignment v1.5.19 + py3.11",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-06T04:00:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4cafd6ba5fcd9996a4c994f45cee2d900c8ea857",
"body": null,
"is_bot": false,
"headline": "docs: add vmware-harden to skill routing table",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-05-04T20:12:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0f97ad4f16ab7fbd8431676b4544496006fa7e49",
"body": "- Migrated dev deps to [dependency-groups] (PEP 735) for uniform\n `uv sync --group dev` across the family.\n- Added tests/eval/regression/test_release_blockers.py — 5 evals that\n catch the v1.5.x release blockers (missing mcp_server in wheel,\n unimported runtime names, Typer app load failure, module imports).\n- Family version bump.",
"is_bot": false,
"headline": "release: v1.5.18 — family alignment + tooling normalization",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-05-02T12:07:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "33a2254705262c86f6369c77aae28c3e9cf3f157",
"body": "No source changes in this skill. Tracks vmware-pilot v1.5.17 (review_workflow,\ninvestigate_alert, parallel_group) and vmware-policy v1.5.17 (L5 pattern\nmatcher integrated into @vmware_tool). Family version aligned across all\n10 repos.",
"is_bot": false,
"headline": "release: v1.5.17 — Family alignment",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-05-01T11:45:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f51a39525b009acf78712949923cfb3d7bcb3261",
"body": "Adapted from the Linkloud × addxai EHE framework articles. Adds 5-level\nautomation taxonomy (L1-L5) to capabilities.md across the family, encodes\nexpert judgment into Common Workflows pre-flight sections, and introduces\nthe causal-chain investigation protocol shared by aria/monitor/aiops.\nPilot architecture verified as v2-aligned; policy gains L5 PoC scaffolding.\n\nFamily version aligned: all 10 repos now at v1.5.16.",
"is_bot": false,
"headline": "release: v1.5.16 — Enterprise Harness Engineering alignment",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-05-01T03:28:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1dc9daa596ab5c95a6104ee289a5b5c6f5521bcd",
"body": "- New top-level CLI subcommand `<skill> mcp` starts the MCP server.\n Single command after `uv tool install` — no more uvx, no PyPI re-resolve,\n works behind corporate TLS proxies.\n- Default verify_ssl: true on new targets (was false). Self-signed cert\n environments must opt in explicitly with verify_ssl: false in config.yaml.\n- Docs and examples/mcp-configs/* switched to single-command form.\n- Legacy <skill>-mcp console script kept for backward compatibility.",
"is_bot": false,
"headline": "feat: v1.5.15 — single-command MCP entry point + verify_ssl default true",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-29T18:27:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b9afcf824942f951c7da82f7923729a9497add3a",
"body": null,
"is_bot": false,
"headline": "fix: v1.5.14 — code review follow-up fixes (@yjs-2026)",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-21T12:07:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b7948f77166fdc7d988ed9b0b0aa04166b122401",
"body": null,
"is_bot": false,
"headline": "fix: v1.5.13 — code review bug fixes (2026-04-20 review)",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-21T06:21:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d90eb40f81319bb0416a30e4d3f3880a40f44e6b",
"body": "…2026)",
"is_bot": false,
"headline": "chore: bump to v1.5.12 — align with family (security fixes from @yjs-…",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-17T10:02:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3387f0ebdac220e16c02da82c5fc0bf8557dcac1",
"body": null,
"is_bot": false,
"headline": "chore: bump to v1.5.11 - align with family",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-16T23:40:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "555681a5cc1f4a42b60252a46cb2ea999c66fd44",
"body": null,
"is_bot": false,
"headline": "fix: bump to v1.5.10 — python-multipart CVE + family alignment",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-16T02:59:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1507f6f49c76a1498d3e34533b8d793706527b9d",
"body": "chore(deps): bump python-multipart from 0.0.22 to 0.0.26",
"is_bot": false,
"headline": "Merge pull request #3 from zw008/dependabot/uv/python-multipart-0.0.26",
"author_name": "wei zhou",
"author_login": "zw008",
"committed_at": "2026-04-16T02:55:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e43df4abcc7412cbefa5c84e54e2a59130c69c5",
"body": "Bumps [python-multipart](https://github.com/Kludex/python-multipart) from 0.0.22 to 0.0.26.\n- [Release notes](https://github.com/Kludex/python-multipart/releases)\n- [Changelog](https://github.com/Kludex/python-multipart/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/Kludex/python-multipart\n[…]\nompare/0.0.22...0.0.26)\n\n---\nupdated-dependencies:\n- dependency-name: python-multipart\n dependency-version: 0.0.26\n dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "chore(deps): bump python-multipart from 0.0.22 to 0.0.26",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-04-15T21:24:15Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "2cfd5c0f9f6444a2421b52bd07d791191fd16121",
"body": null,
"is_bot": false,
"headline": "chore: bump to v1.5.8 - align with family",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-15T01:47:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5233448c0860f7e93f11c66a0215d9dc37abac82",
"body": null,
"is_bot": false,
"headline": "chore: bump to v1.5.7 - align with family",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-15T01:21:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff0fe53dea47f44b0f025eba1a3f06b7228363a8",
"body": null,
"is_bot": false,
"headline": "fix: v1.5.6 CRITICAL mcp_server missing from wheel",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-14T23:50:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d7f1f69c40cd1b6ea310b31ea194abd575c57bde",
"body": null,
"is_bot": false,
"headline": "chore: bump to v1.5.5 - align with family",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-14T23:40:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff5894eb9d97e556b1eb30441c5a837373fd290a",
"body": "- Security: pytest 9.0.2→9.0.3 (CVE-2025-71176, insecure tmpdir)\n- Align with VMware skill family v1.5.4",
"is_bot": false,
"headline": "fix: bump to v1.5.4 — pytest CVE-2025-71176",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-14T08:37:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e954bb9d4ef062c3a4e63dfed9e4ad43667563ed",
"body": "chore(deps): bump pytest from 9.0.2 to 9.0.3",
"is_bot": false,
"headline": "Merge pull request #2 from zw008/dependabot/uv/pytest-9.0.3",
"author_name": "wei zhou",
"author_login": "zw008",
"committed_at": "2026-04-14T08:34:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "26a5e92d76ce6fb7b62a73fc4ed72f56ef0ce7cb",
"body": null,
"is_bot": false,
"headline": "chore: bump version to 1.5.3 for PyPI release",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-14T05:08:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d8d02e87f6e5510f22c6419b6fef5d8e317f145",
"body": "Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.0.2 to 9.0.3.\n- [Release notes](https://github.com/pytest-dev/pytest/releases)\n- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pytest-dev/pytest/compare/9.0.2...9.0.3)\n\n---\nupdated-dependencies:\n- dependency-name: pytest\n dependency-version: 9.0.3\n dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "chore(deps): bump pytest from 9.0.2 to 9.0.3",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-04-14T02:43:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c41b6f4209f7d8812fe93225da9761d75367ad1b",
"body": "…actices\n\n- Added annotations to all 11 @mcp.tool() decorators\n- Wrapped all 11 tool functions in try/except with actionable error messages",
"is_bot": false,
"headline": "feat: add MCP tool annotations + error handling per Anthropic best pr…",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-14T01:03:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "20bf3c12412eb4ae3664a48326d03ad0c825fbd0",
"body": null,
"is_bot": false,
"headline": "fix: add SECURITY.md for security scan compliance",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-14T00:44:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "51c14ab90c24063db38f28fbade1077770b72efa",
"body": "Resolves ClawHub OpenClaw flags (under-declared env vars, webhook concern). Added\nbrand disclaimer, expanded compatibility field to document per-target password pattern\nand confirm no webhooks or outbound network calls.",
"is_bot": false,
"headline": "fix: add disclaimer + clarify credential pattern and no-webhook scope",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-13T00:09:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf4a5d6542300467c27bb82f5a09a1c82726c658",
"body": "Unified version bump to 1.5.0 across __init__.py, pyproject.toml,\nserver.json, and RELEASE_NOTES.md.",
"is_bot": false,
"headline": "chore: release v1.5.0 — Anthropic best practices + Broadcom attestation",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-12T04:52:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9e7513af11dd74e3100ceb1188b8939e76850495",
"body": "- SKILL.md: add R/W count in header, negative routing,\n failure branches in workflows\n- MCP server: add [READ]/[WRITE] to all 11 tool docstrings\n- README/pyproject: add Broadcom author attestation",
"is_bot": false,
"headline": "chore: Anthropic best practices + author attestation",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-12T04:44:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2bf468516afcf66d4fffc1a9f1d013ff4bf44ba4",
"body": null,
"is_bot": false,
"headline": "chore: release v1.4.9 — routing fixes and vmware-policy clarity",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-11T13:17:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3871e7e889f01fcbdc3d8376d2d0c49c409d36ca",
"body": null,
"is_bot": false,
"headline": "chore: bump version to 1.4.8 — security dependency updates",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-09T09:22:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "162f41548d35b8fbfdd1188124df7713fc607210",
"body": "chore(deps): bump cryptography from 46.0.6 to 46.0.7",
"is_bot": false,
"headline": "Merge pull request #1 from zw008/dependabot/uv/cryptography-46.0.7",
"author_name": "wei zhou",
"author_login": "zw008",
"committed_at": "2026-04-09T06:14:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4759b0ef360fd1339ea8039aaa68ad7ee1f33886",
"body": "Bumps [cryptography](https://github.com/pyca/cryptography) from 46.0.6 to 46.0.7.\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pyca/cryptography/compare/46.0.6...46.0.7)\n\n---\nupdated-dependencies:\n- dependency-name: cryptography\n dependency-version: 46.0.7\n dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "chore(deps): bump cryptography from 46.0.6 to 46.0.7",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-04-08T22:59:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5df33984c1859f78855db689d899b938ccec5d2b",
"body": null,
"is_bot": false,
"headline": "chore: bump version to v1.4.7",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-07T23:15:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "629723fd958be07a4cd8fe005e5fa0419bb601dc",
"body": "- Add optional.bins vmware-policy, optional.env VMWARE_TARGET_PASSWORD\n- Fix SKILL.md Safety section: audit path -> ~/.vmware/audit.db\n- Fix references/setup-guide.md: audit path -> ~/.vmware/audit.db (2 places)",
"is_bot": false,
"headline": "fix: align metadata and docs for ClawHub clean scan",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-07T23:13:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6a6e010cb8548b32380188ff5103df9a2b393124",
"body": "- Replace shell exec examples with safe placeholders in SKILL.md\n- Replace hardcoded private IPs with placeholder syntax\n- Replace echo password patterns with comment format\n- Passes ClawHub nonSuspicious scanner",
"is_bot": false,
"headline": "fix: remove suspicious content from SKILL.md, bump to v1.4.6",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-06T01:57:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04d3739d69f25a2def74d450c642dc8751076116",
"body": "- Security: pygments 2.19.2 → 2.20.0 (fix ReDoS CVE)\n- Infrastructure: uv.lock for reproducible builds",
"is_bot": false,
"headline": "chore: bump version to v1.4.5",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-03T13:28:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4b2b8464a44518f621236489d670945cdddbb481",
"body": null,
"is_bot": false,
"headline": "chore: add uv.lock for reproducible builds and security tracking",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-03T11:32:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4b103ee9dda8286e19e1785809e2dbf13482ddd5",
"body": "…ze, safety tests",
"is_bot": false,
"headline": "chore: bump version to v1.4.4 — vmware-avi family integration, saniti…",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-01T15:45:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f420d29f3d1f2b0669de4e3abf06c251c7619612",
"body": "- SKILL.md: add Usage Mode, vmware-avi to routing table and companion links\n- references: add capabilities.md (11 tools detailed)\n- ops: add sanitize() on API text (inventory, iscsi_config, vsan)\n- tests: add test_no_destructive_ops.py",
"is_bot": false,
"headline": "feat: add vmware-avi routing, sanitize(), capabilities.md, safety tests",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-04-01T15:41:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1b1ac4aaeae63f6db98d3c0cbdd805e0ea3ff79e",
"body": "…larations, pilot references/scripts",
"is_bot": false,
"headline": "v1.4.3: skill-creator standard — pushy descriptions, evals, audit dec…",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-03-30T11:47:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "87c22ba8e1c9fe2993dbbb207827d8d539e212ae",
"body": null,
"is_bot": false,
"headline": "v1.4.1: pilot 11 workflow templates + PPT Quick Start page",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-03-29T08:21:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fa5cf5baaa4ffa10c5abd851bb8960a59ac5e6f3",
"body": "…w orchestration",
"is_bot": false,
"headline": "v1.4.0: unified audit/policy via vmware-policy + vmware-pilot workflo…",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-03-29T07:41:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9a39dd0507460c22edb5f0fd420be4f67ed1a44f",
"body": "- Update SKILL.md documentation\n- vmware-monitor: add suggested_actions field description for alarm/event outputs\n- vmware-aria: update to 27 tools (add alert definitions + reports), add metric thresholds and workflows\n- docs: add cloud-ops-insights.md with operational best practices",
"is_bot": false,
"headline": "chore: bump version to v1.3.5",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-03-28T02:22:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ece33fa7b9e0a334e89745ff37eb2f598f1b1611",
"body": null,
"is_bot": false,
"headline": "chore: bump version to v1.3.4 (family sync)",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-03-28T01:38:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fd557c885f2906836c3a117fbc53b5270e282805",
"body": null,
"is_bot": false,
"headline": "chore: bump version to v1.3.3 (family sync)",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-03-28T00:28:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "111b71e82c20c9f94ea8936746f24ca6b5d25a2e",
"body": "… (v1.3.2)",
"is_bot": false,
"headline": "feat: add allowed-tools and argument-hint per official skill standard…",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-03-27T11:59:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5ff1e15a9de282799fce2f91322fd73a3d007155",
"body": "…ompanion tables",
"is_bot": false,
"headline": "docs: v1.3.1 — complete family (7 skills), hub entry point, updated c…",
"author_name": "wz",
"author_login": null,
"committed_at": "2026-03-27T11:25:28Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 64,
"commits_last_year": 115,
"latest_release_at": "2026-07-21T15:42:45Z",
"latest_release_tag": "v1.8.8",
"releases_from_tags": false,
"days_since_last_push": 1,
"active_weeks_last_year": 17,
"days_since_latest_release": 1,
"mean_days_between_releases": 0.9
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 57,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "vmware-storage",
"exists": true,
"license": "MIT",
"keywords": [],
"ecosystem": "pypi",
"matches_repo": null,
"registry_url": "https://pypi.org/project/vmware-storage/",
"is_deprecated": false,
"latest_version": "1.8.8",
"repository_url": null,
"versions_count": 66,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 2610,
"first_published_at": "2026-03-22T01:39:56.270621Z",
"latest_published_at": "2026-07-21T15:42:49.339515Z",
"latest_version_yanked": null,
"days_since_latest_publish": 1
}
]
},
"popularity": {
"forks": 0,
"stars": 1,
"watchers": 0,
"fork_history": {
"days": [],
"complete": true,
"collected": 0,
"total_forks": 0
},
"star_history": null,
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": true,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 45608,
"source_files_sampled": 44,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": "repository_graph",
"source": "osv",
"findings": [
{
"name": "click",
"direct": false,
"version": "8.3.1",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.2,
"advisory_ids": [
"PYSEC-2026-2132"
],
"fixed_version": "8.3.3",
"advisory_count": 1,
"oldest_advisory_days": 83
}
],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {
"high": 1
},
"advisory_count": 1,
"affected_count": 1,
"assessed_count": 52,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "pyvmomi",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=8.0.3.0,<10.0"
},
{
"name": "pyaml",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=24.0,<27.0"
},
{
"name": "typer",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.12,<1.0"
},
{
"name": "rich",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=13.0,<15.0"
},
{
"name": "python-dotenv",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.0,<2.0"
},
{
"name": "mcp",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.10,<2.0"
},
{
"name": "vmware-policy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.8.8,<2.0"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "mcp",
"direct": true,
"version": "1.28.1",
"ecosystem": "pypi"
},
{
"name": "pyaml",
"direct": true,
"version": "26.2.1",
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": true,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "pyvmomi",
"direct": true,
"version": "9.0.0.0",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": true,
"version": "14.3.3",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": true,
"version": "0.24.1",
"ecosystem": "pypi"
},
{
"name": "vmware-policy",
"direct": true,
"version": "1.8.8",
"ecosystem": "pypi"
},
{
"name": "annotated-doc",
"direct": false,
"version": "0.0.4",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.13.0",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "26.1.0",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2026.2.25",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.3.1",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.13.5",
"ecosystem": "pypi"
},
{
"name": "cryptography",
"direct": false,
"version": "49.0.0",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "httpcore",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": false,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "httpx-sse",
"direct": false,
"version": "0.4.3",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.15",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema",
"direct": false,
"version": "4.26.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema-specifications",
"direct": false,
"version": "2025.9.1",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "4.0.0",
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "26.0",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "3.0",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": "2.12.5",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.41.5",
"ecosystem": "pypi"
},
{
"name": "pydantic-settings",
"direct": false,
"version": "2.14.2",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.20.0",
"ecosystem": "pypi"
},
{
"name": "pyjwt",
"direct": false,
"version": "2.13.0",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "9.0.3",
"ecosystem": "pypi"
},
{
"name": "pytest-cov",
"direct": false,
"version": "7.1.0",
"ecosystem": "pypi"
},
{
"name": "python-multipart",
"direct": false,
"version": "0.0.32",
"ecosystem": "pypi"
},
{
"name": "pywin32",
"direct": false,
"version": "311",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.3",
"ecosystem": "pypi"
},
{
"name": "referencing",
"direct": false,
"version": "0.37.0",
"ecosystem": "pypi"
},
{
"name": "rpds-py",
"direct": false,
"version": "0.30.0",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.15.9",
"ecosystem": "pypi"
},
{
"name": "shellingham",
"direct": false,
"version": "1.5.4",
"ecosystem": "pypi"
},
{
"name": "sse-starlette",
"direct": false,
"version": "3.3.4",
"ecosystem": "pypi"
},
{
"name": "starlette",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.4.1",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.15.0",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": false,
"version": "0.42.0",
"ecosystem": "pypi"
},
{
"name": "vmware-storage",
"direct": false,
"version": "1.8.8",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 52,
"direct_count": 7,
"indirect_count": 45
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 6,
"open_issues": 0,
"closed_ratio": 1,
"closed_issues": 4,
"closed_unmerged_prs": 6
},
"bus_factor": 1,
"bot_contributors": 1,
"top_contributors": [
{
"type": "User",
"login": "zw008",
"commits": 18,
"avatar_url": "https://avatars.githubusercontent.com/u/10613299?v=4"
}
],
"contributors_sampled": 1,
"top_contributor_share": 1
},
"quality_signals": {
"has_ci": false,
"has_tests": true,
"ci_workflows": [],
"has_docs_dir": false,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"uv.lock"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": null,
"reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": null,
"reason": "no pull request found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 0/30 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 6,
"reason": "project has 2 contributing companies or organizations -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": null,
"reason": "no workflows found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "no SAST tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 10,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": null,
"reason": "No tokens found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 9,
"reason": "1 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "b87d382245bd96c3335fd0591e3f95ba13aeb4ee",
"ran_at": "2026-07-22T18:46:46Z",
"aggregate_score": 5.9,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-21T15:43:31Z",
"oldest_open_prs": [],
"last_merged_pr_at": "2026-06-07T07:23:46Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/zw008/VMware-Storage",
"host": "github.com",
"name": "VMware-Storage",
"owner": "zw008"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 57,
"inputs": {
"security": 67,
"vitality": 86,
"community": 32,
"governance": 55,
"engineering": 42
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 86,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "good",
"name": "Development activity",
"note": null,
"notes": [],
"value": 76,
"inputs": {
"commits_last_year": 115,
"human_commit_share": 0.94,
"days_since_last_push": 1,
"active_weeks_last_year": 17
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 1 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 1
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "17/52 weeks with commits",
"points": 11.8,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 17
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "115 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 115
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 64,
"latest_release_tag": "v1.8.8",
"releases_from_tags": false,
"days_since_latest_release": 1,
"mean_days_between_releases": 0.9
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "64 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 64
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 1 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 1
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~0.9 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 0.9
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "repository_too_young",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "at_risk",
"name": "Community & Adoption",
"value": 32,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"forks": 0,
"stars": 1,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "1 stars",
"points": 0,
"status": "missed",
"details": [
{
"code": "stars",
"params": {
"count": 1
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "0 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 0
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "0 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 57,
"inputs": {
"packages": [
"vmware-storage"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 2610
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "2,610 downloads/month across pypi",
"points": 45.6,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 2610,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 55,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 16,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 1,
"top_contributor_share": 1
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "1 contributors",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 1
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 66,
"inputs": {
"merged_prs": 6,
"open_issues": 0,
"closed_issues": 4,
"issue_closed_ratio": 1,
"closed_unmerged_prs": 6
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 46.8,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "6/12 decided PRs merged",
"points": 19.1,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 6,
"decided": 12
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"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": 53,
"inputs": {
"followers": 18,
"owner_type": "User",
"is_verified": null,
"owner_login": "zw008",
"public_repos": 32,
"account_age_days": 4201
},
"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": "18 followers of zw008",
"points": 9.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 18,
"login": "zw008"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "32 public repos, account ~11 yr old",
"points": 23.1,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 32
}
},
{
"code": "account_age_years",
"params": {
"years": 11
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"vmware-storage"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 1
},
"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 1 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 1
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "66 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 66
}
}
],
"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": "at_risk",
"name": "Engineering Quality",
"value": 42,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 30,
"inputs": {
"has_ci": false,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"topics": [
"agent-skills",
"ai-skill",
"claude-code",
"codex",
"gemini-cli",
"iscsi",
"mcp",
"nfs",
"storage",
"vmware",
"vsan",
"vsphere"
],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "12 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 12
}
}
],
"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": "moderate",
"name": "Security",
"value": 67,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, CI-Tests, Dangerous-Workflow, Packaging, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"ci_tests",
"dangerous_workflow",
"packaging",
"signed_releases",
"token_permissions"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 59,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 12,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 6,
"scorecard_aggregate": 5.9
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no workflows found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"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": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "No tokens found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "1 existing vulnerabilities detected",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 52 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories",
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 52
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 1,
"affected_packages": 1,
"assessed_packages": 52,
"unassessed_packages": 0,
"affected_by_severity": "high 1",
"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": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"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": 52,
"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": 2
},
"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": "at_risk",
"name": "AI Readiness",
"value": 48,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.968,
"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": "91 of 94 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 91,
"sampled": 94
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 46,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0.03,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0.06
},
"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": 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": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "3 of the last 100 commits agent-authored or agent-credited",
"points": 6,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 3,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "6 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 6,
"sampled": 100
}
}
],
"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": 45608,
"source_files_sampled": 44,
"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": "0/44 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 44,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"deps.dev does not index pypi:vmware-storage@1.8.8; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-22T18:46:50.776838Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/z/zw008/VMware-Storage.svg",
"full_name": "zw008/VMware-Storage",
"license_state": "standard",
"license_spdx": "MIT"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.26.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.