Registro públicoModerado
Informe de salud del softwareesquema 0.26.0 · métricas 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 tiene un índice de salud de 57 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (86/100) y la más baja, Community & Adoption (32/100). Se actualizó por última vez hace 1 día. Una sola persona concentra la mayor parte del trabajo reciente.
57
global / 100Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.
57
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación
Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
Titularidad
wei zhouCuenta personal
18 seguidores32 repositorios públicosdesde ene 2015
Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.
Ecosistemas de paquetes
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación |
|---|---|---|---|---|---|
| PyPI | vmware-storage | 1.8.8 | 2610 | 66 | hace 1 día |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
86
Actividad de desarrollo
76Bueno
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 1 días |
| 11.8/36 | Cadencia de commits — 17/52 semanas con commits |
| 18/18 | Volumen de commits — 115 commits en el último año |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
Datos de entrada utilizados
| commits_last_year | 115 |
| human_commit_share | 0,94 |
| days_since_last_push | 1 |
| active_weeks_last_year | 17 |
Disciplina de publicación
100Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 64 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 1 días |
| 27/27 | Cadencia de publicación — una versión cada ~0,9 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 64 |
| latest_release_tag | v1.8.8 |
| releases_from_tags | no |
| days_since_latest_release | 1 |
| mean_days_between_releases | 0,9 |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
32
Popularidad y adopción
1Crítico
Cómo se puntúa
| 0/60 | Estrellas — 1 estrellas |
| 0/25 | Forks — 0 forks |
| 0/15 | Observadores — 0 observadores |
Datos de entrada utilizados
| forks | 0 |
| stars | 1 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
50Moderado
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (MIT) |
| 0/18 | Guía CONTRIBUTING |
| 0/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 0/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Adopción en el ecosistema (descargas)
57Moderado
Cómo se puntúa
| 45.6/80 | Descargas mensuales — 2610 descargas/mes en pypi |
| 0/20 | Dependientes en el registro — no lo informa este ecosistema |
Datos de entrada utilizados
| packages | vmware-storage |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2610 |
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.
Sostenibilidad y Gobernanza
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
55
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 0/22.5 | Distribución de commits — el principal contribuyente firma el 100% de los commits |
| 1.4/13.5 | Amplitud de contribuyentes — 1 contribuyentes |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Capacidad de respuesta a issues y PR
66Moderado
Cómo se puntúa
| 46.8/46.8 | Resolución de issues — 100% de issues cerradas |
| 19.1/38.3 | Aceptación de PR — 6/12 PR decididos fusionados |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Datos de entrada utilizados
| merged_prs | 6 |
| open_issues | 0 |
| closed_issues | 4 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 6 |
Propiedad y custodia
53Moderado
Cómo se puntúa
| 10/30 | Respaldo de la propiedad — cuenta personal (usuario) |
| 0/20 | Dominio verificado — no aplicable a cuentas de usuario |
| 9.2/25 | Alcance del propietario — 18 seguidores de zw008 |
| 23.1/25 | Trayectoria — 32 repos públicos, cuenta de ~11 años |
Datos de entrada utilizados
| followers | 18 |
| owner_type | User |
| is_verified | — |
| owner_login | zw008 |
| public_repos | 32 |
| account_age_days | 4201 |
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Mantenimiento de paquetes
100Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en pypi |
| 35/35 | Recencia de publicación — última publicación hace 1 días |
| 20/20 | Historial de versiones — 66 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | vmware-storage |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 1 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
42
Prácticas de ingeniería
30En riesgo
Cómo se puntúa
| 0/24 | Flujos de trabajo de CI |
| 24/24 | Pruebas presentes |
| 0/16 | Configuración de linter |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — sin datos |
Datos de entrada utilizados
| has_ci | no |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: CI-Tests. Los pesos restantes se han renormalizado.
Documentación
60Moderado
Cómo se puntúa
| 30/30 | README |
| 0/25 | Directorio de documentación |
| 0/15 | Sitio de documentación / página del proyecto |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 12 topics |
| 10/10 | Wiki |
Datos de entrada utilizados
| topics | agent-skills, ai-skill, claude-code, codex, gemini-cli, iscsi, mcp, nfs, storage, vmware, vsan, vsphere |
| has_wiki | sí |
| homepage | — |
| has_readme | sí |
| has_docs_dir | no |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
67
Postura de seguridad
59Moderado
Cómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — sin datos |
| 0/2.5 | CI-Tests — sin datos |
| 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 — sin datos |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Licencia — 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 — sin datos |
| 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 — sin datos |
| 0/7.5 | Token-Permissions — sin datos |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 12 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 6 |
| scorecard_aggregate | 5,9 |
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, ci_tests, dangerous_workflow, packaging, signed_releases, token_permissions. Los pesos restantes se han renormalizado.
Avisos de dependencias
100Excelente
Cómo se puntúa
| 35/35 | Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido |
| 0/25 | Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance |
| 0/40 | Sin avisos pendientes — ningún aviso tiene fecha de publicación |
Datos de entrada utilizados
| source | osv |
| advisories | 1 |
| affected_packages | 1 |
| assessed_packages | 52 |
| unassessed_packages | 0 |
| affected_by_severity | high 1 |
| direct_affected_packages | 0 |
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos, Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejaron 52 dependencias resueltas con OSV. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. No se analiza la alcanzabilidad.
Preparación para IA
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.
48
Contexto y guía para agentes
40En riesgo
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 40/40 | Historial de commits legible — 91 de 94 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,968 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 0/18 | Arranque con un solo comando |
| 22/22 | Pruebas automatizadas |
| 0/11 | Configuración de lint / formato |
| 0/11 | Verificación estática de tipos |
| 10/10 | Entorno reproducible — Dockerfile, lockfile |
| 6/10 | Práctica demostrada con agentes — 3 de los últimos 100 commits con autoría o crédito de agente |
| 8/8 | Mantenimiento automatizado — 6 de los últimos 100 commits son actualizaciones automáticas de dependencias |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | uv.lock |
| has_dockerfile | sí |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0,03 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0,06 |
Legibilidad del código para modelos
55Moderado
Cómo se puntúa
| 0/45 | Código verificable por tipos — Python sin configuración de verificación de tipos |
| 55/55 | Tamaños de archivo manejables — 0/44 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Python |
| largest_source_bytes | 45.608 |
| source_files_sampled | 44 |
| oversized_source_files | 0 |
Interfaces legibles por máquina
60Moderado
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 20/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — examples |
Datos de entrada utilizados
| example_dirs | examples |
| has_mcp_signal | sí |
| api_schema_files | — |
Datos clave
1estrellas de GitHub
1contribuidores
115commits en los últimos 12 meses
1días desde el último push
64versiones publicadas
1factor bus
0issues abiertas
PyPIecosistemas de paquetes
Advertencias de recopilación de datos
- 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
Más detalle
OpenSSF Scorecard 5.9 / 10
5.9agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/d | 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 |
| n/d | 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 |
| n/d | 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 |
| n/d | 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 |
| n/d | Signed-Releases | no releases found |
| n/d | Token-Permissions | No tokens found |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
Dependencias directas 7
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| 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 |
Todas las dependencias 52
Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 7 paquetes directos y 45 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.
| Registro | Paquete | Versión | Relación |
|---|---|---|---|
| PyPI | mcp | 1.28.1 | directa |
| PyPI | pyaml | 26.2.1 | directa |
| PyPI | python-dotenv | 1.2.2 | directa |
| PyPI | pyvmomi | 9.0.0.0 | directa |
| PyPI | rich | 14.3.3 | directa |
| PyPI | typer | 0.24.1 | directa |
| PyPI | vmware-policy | 1.8.8 | directa |
| PyPI | annotated-doc | 0.0.4 | indirecta |
| PyPI | annotated-types | 0.7.0 | indirecta |
| PyPI | anyio | 4.13.0 | indirecta |
| PyPI | attrs | 26.1.0 | indirecta |
| PyPI | certifi | 2026.2.25 | indirecta |
| PyPI | cffi | 2.0.0 | indirecta |
| PyPI | click | 8.3.1 | indirecta |
| PyPI | colorama | 0.4.6 | indirecta |
| PyPI | coverage | 7.13.5 | indirecta |
| PyPI | cryptography | 49.0.0 | indirecta |
| PyPI | exceptiongroup | 1.3.1 | indirecta |
| PyPI | h11 | 0.16.0 | indirecta |
| PyPI | httpcore | 1.0.9 | indirecta |
| PyPI | httpx | 0.28.1 | indirecta |
| PyPI | httpx-sse | 0.4.3 | indirecta |
| PyPI | idna | 3.15 | indirecta |
| PyPI | iniconfig | 2.3.0 | indirecta |
| PyPI | jsonschema | 4.26.0 | indirecta |
| PyPI | jsonschema-specifications | 2025.9.1 | indirecta |
| PyPI | markdown-it-py | 4.0.0 | indirecta |
| PyPI | mdurl | 0.1.2 | indirecta |
| PyPI | packaging | 26.0 | indirecta |
| PyPI | pluggy | 1.6.0 | indirecta |
| PyPI | pycparser | 3.0 | indirecta |
| PyPI | pydantic | 2.12.5 | indirecta |
| PyPI | pydantic-core | 2.41.5 | indirecta |
| PyPI | pydantic-settings | 2.14.2 | indirecta |
| PyPI | pygments | 2.20.0 | indirecta |
| PyPI | pyjwt | 2.13.0 | indirecta |
| PyPI | pytest | 9.0.3 | indirecta |
| PyPI | pytest-cov | 7.1.0 | indirecta |
| PyPI | python-multipart | 0.0.32 | indirecta |
| PyPI | pywin32 | 311 | indirecta |
| PyPI | pyyaml | 6.0.3 | indirecta |
| PyPI | referencing | 0.37.0 | indirecta |
| PyPI | rpds-py | 0.30.0 | indirecta |
| PyPI | ruff | 0.15.9 | indirecta |
| PyPI | shellingham | 1.5.4 | indirecta |
| PyPI | sse-starlette | 3.3.4 | indirecta |
| PyPI | starlette | 1.3.1 | indirecta |
| PyPI | tomli | 2.4.1 | indirecta |
| PyPI | typing-extensions | 4.15.0 | indirecta |
| PyPI | typing-inspection | 0.4.2 | indirecta |
| PyPI | uvicorn | 0.42.0 | indirecta |
| PyPI | vmware-storage | 1.8.8 | indirecta |
Avisos de dependencias 1
Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 52 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 1 tienen avisos conocidos, de los cuales 0 son directas.
| Paquete | Versión | Relación | Gravedad | Avisos | Corregido en |
|---|---|---|---|---|---|
| click | 8.3.1 | indirecta | alta | 1 | 8.3.3 |
Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.
Informe JSON sin procesar legible por máquina
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"kind": "patch",
"published_at": "2026-07-13T07:14:39Z"
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"tag": "v1.7.4",
"kind": "patch",
"published_at": "2026-07-13T04:45:02Z"
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"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",
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"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.",
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"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.",
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"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,
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{
"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,
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"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",
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},
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"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",
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"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.",
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"headline": "fix: honest datastore-browse timeout 120s->300s + actionable message …",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-06-22T00:34:54Z",
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"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)",
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"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",
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"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",
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"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,
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"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",
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"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
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"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,
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},
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"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",
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"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",
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"oid": "0adcf325bef156e4d7e2504d64f691a442ba2c0b",
"body": null,
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"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",
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"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
},
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"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",
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"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",
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"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",
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"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,
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"headline": "release: v1.5.22 — family alignment",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-08T23:23:02Z",
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{
"oid": "6fc20fbc15d5e465a3776ff8871a1a68cd3136cc",
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"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",
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"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)",
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"author_login": "dependabot[bot]",
"committed_at": "2026-05-08T22:51:08Z",
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{
"oid": "0fc3dd6176d39e173c7b05336ae539e8a2548253",
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"headline": "release: v1.5.20 — family alignment (no source changes)",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-08T22:29:14Z",
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"oid": "4cef47c05fb2e0f4e128e7dca7bde3ba497a4155",
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"headline": "chore: family alignment v1.5.19 + py3.11",
"author_name": "Wei Zhou",
"author_login": null,
"committed_at": "2026-05-06T04:00:57Z",
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{
"oid": "4cafd6ba5fcd9996a4c994f45cee2d900c8ea857",
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"headline": "docs: add vmware-harden to skill routing table",
"author_name": "wz",
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"committed_at": "2026-05-04T20:12:16Z",
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"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.",
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"headline": "release: v1.5.18 — family alignment + tooling normalization",
"author_name": "wz",
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"committed_at": "2026-05-02T12:07:02Z",
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},
{
"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",
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"committed_at": "2026-05-01T11:45:02Z",
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"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",
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"committed_at": "2026-05-01T03:28:19Z",
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},
{
"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",
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"committed_at": "2026-04-29T18:27:38Z",
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"oid": "b9afcf824942f951c7da82f7923729a9497add3a",
"body": null,
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"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",
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"oid": "b7948f77166fdc7d988ed9b0b0aa04166b122401",
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"headline": "fix: v1.5.13 — code review bug fixes (2026-04-20 review)",
"author_name": "wz",
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"committed_at": "2026-04-21T06:21:12Z",
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{
"oid": "d90eb40f81319bb0416a30e4d3f3880a40f44e6b",
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"headline": "chore: bump to v1.5.12 — align with family (security fixes from @yjs-…",
"author_name": "wz",
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"committed_at": "2026-04-17T10:02:01Z",
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"oid": "3387f0ebdac220e16c02da82c5fc0bf8557dcac1",
"body": null,
"is_bot": false,
"headline": "chore: bump to v1.5.11 - align with family",
"author_name": "wz",
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"committed_at": "2026-04-16T23:40:51Z",
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"oid": "555681a5cc1f4a42b60252a46cb2ea999c66fd44",
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"headline": "fix: bump to v1.5.10 — python-multipart CVE + family alignment",
"author_name": "wz",
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"committed_at": "2026-04-16T02:59:03Z",
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"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",
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
"name": "mdurl",
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{
"name": "packaging",
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{
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{
"name": "pycparser",
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{
"name": "pydantic",
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{
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"version": "2.41.5",
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{
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{
"name": "pygments",
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{
"name": "pyjwt",
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{
"name": "pytest",
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{
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{
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{
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{
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{
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{
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{
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{
"name": "shellingham",
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{
"name": "sse-starlette",
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"version": "3.3.4",
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{
"name": "starlette",
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"version": "1.3.1",
"ecosystem": "pypi"
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{
"name": "tomli",
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{
"name": "typing-extensions",
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{
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{
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{
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],
"collected": true,
"truncated": false,
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"indirect_count": 45
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},
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"issues": {
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"bot_contributors": 1,
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{
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"login": "zw008",
"commits": 18,
"avatar_url": "https://avatars.githubusercontent.com/u/10613299?v=4"
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],
"contributors_sampled": 1,
"top_contributor_share": 1
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"has_tests": true,
"ci_workflows": [],
"has_docs_dir": false,
"linter_configs": [],
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"has_linter_config": false,
"has_precommit_config": false
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"security_signals": {
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"scorecard": {
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
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{
"name": "Branch-Protection",
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"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"
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{
"name": "CI-Tests",
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"reason": "no pull request found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
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{
"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"
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{
"name": "Code-Review",
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"reason": "Found 0/30 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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{
"name": "Contributors",
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"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",
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"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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{
"name": "Fuzzing",
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"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",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
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"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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{
"name": "Pinned-Dependencies",
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"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",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
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"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
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"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
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"reason": "No tokens found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
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"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",
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"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-21T15:43:31Z",
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"last_merged_pr_at": "2026-06-07T07:23:46Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": []
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},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
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"host": "github.com",
"name": "VMware-Storage",
"owner": "zw008"
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"metrics": {
"overall": {
"key": "overall",
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"note": null,
"notes": [],
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"vitality": 86,
"community": 32,
"governance": 55,
"engineering": 42
},
"components": []
},
"categories": [
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"band": "excellent",
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"weight": 0.22,
"metrics": [
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"key": "development_activity",
"band": "good",
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"note": null,
"notes": [],
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"components": [
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{
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"status": "partial",
"details": [
{
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],
"max_points": 36
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{
"key": "commit_volume",
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"detail": "115 commits in the last year",
"points": 18,
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"details": [
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{
"key": "openssf_scorecard_maintained",
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"points": 10,
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"details": [],
"max_points": 10
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]
},
{
"key": "release_discipline",
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"notes": [
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"code": "excluded_no_data",
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"components": [
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},
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"code": "weights_renormalized",
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],
"value": 100,
"inputs": {
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"mean_days_between_releases": 0.9
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"components": [
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"key": "ships_releases",
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"details": [
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],
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{
"key": "release_recency",
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{
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"details": [
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{
"key": "openssf_scorecard_signed_releases",
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]
},
{
"key": "abandonment",
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"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
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"declared_reason": null,
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"components": [
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"code": "abandonment_unverified",
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],
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},
{
"key": "community",
"band": "at_risk",
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"value": 32,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
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"note": null,
"notes": [],
"value": 1,
"inputs": {
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"stars": 1,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
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"components": [
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"key": "stars",
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"points": 0,
"status": "missed",
"details": [
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"code": "stars",
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}
],
"max_points": 60
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{
"key": "forks",
"name": "Forks",
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"points": 0,
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"details": [
{
"code": "forks",
"params": {
"count": 0
}
}
],
"max_points": 25
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{
"key": "watchers",
"name": "Watchers",
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"points": 0,
"status": "missed",
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"code": "watchers",
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}
],
"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": [
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"code": "license_standard",
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{
"code": "license_spdx",
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],
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{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
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{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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{
"key": "pr_template",
"name": "PR template",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
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]
},
{
"key": "ecosystem_adoption",
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"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
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{
"code": "weights_renormalized",
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"inputs": {
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"dependents": null,
"ecosystems": "pypi",
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"components": [
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"key": "monthly_downloads",
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"points": 45.6,
"status": "partial",
"details": [
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"ecosystems": "pypi"
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}
],
"max_points": 80
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{
"key": "registry_dependents",
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"points": 0,
"status": "excluded",
"details": [
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]
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],
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{
"key": "governance",
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"notes": [],
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"components": [
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"key": "bus_factor",
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}
],
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{
"key": "contributor_breadth",
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],
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{
"key": "openssf_scorecard_contributors",
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]
},
{
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"components": [
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{
"key": "pr_acceptance",
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"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"
}Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.26.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.