Registro públicoBueno
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-29 17:15 UTC
GoogleCloudPlatform / professional-services-data-validator
Utility to compare data between homogeneous or heterogeneous environments to ensure source and target tables match
GoogleCloudPlatform/professional-services-data-validator tiene un índice de salud de 80 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (94/100) y la más baja, AI Readiness (50/100). Se actualizó por última vez hoy. 2 personas concentran la mayor parte del trabajo reciente.
80
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.
80
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
Google Cloud PlatformOrganización
21.384 seguidores1498 repositorios públicosdesde nov 2012
Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.
Ecosistemas de paquetes
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación |
|---|---|---|---|---|---|
| PyPI | google-pso-data-validator | 8.8.2 | 10.612 | 62 | hace 1 día |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
94
Actividad de desarrollo
90Excelente
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 0 días |
| 26.3/36 | Cadencia de commits — 38/52 semanas con commits |
| 18/18 | Volumen de commits — 103 commits en el último año |
| 10/10 | OpenSSF Scorecard: Maintained — 26 commit(s) and 25 issue activity found in the last 90 days -- score normalized to 10 |
Datos de entrada utilizados
| commits_last_year | 103 |
| human_commit_share | 0,86 |
| days_since_last_push | 0 |
| active_weeks_last_year | 38 |
Disciplina de publicación
100Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 70 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 1 días |
| 27/27 | Cadencia de publicación — una versión cada ~21,8 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 70 |
| latest_release_tag | v8.8.2 |
| releases_from_tags | no |
| days_since_latest_release | 1 |
| mean_days_between_releases | 21,8 |
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?
78
Popularidad y adopción
72Bueno
Cómo se puntúa
| 44/60 | Estrellas — 516 estrellas |
| 18.5/25 | Forks — 166 forks |
| 9/15 | Observadores — 42 observadores |
Datos de entrada utilizados
| forks | 166 |
| stars | 516 |
| watchers | 42 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
92Excelente
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (Apache-2.0) |
| 18/18 | Guía CONTRIBUTING |
| 13.5/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 6.3/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| has_contributing | sí |
| has_issue_template | no |
| has_code_of_conduct | sí |
| has_pull_request_template | sí |
Adopción en el ecosistema (descargas)
67Moderado
Cómo se puntúa
| 53.7/80 | Descargas mensuales — 10.612 descargas/mes en pypi |
| 0/20 | Dependientes en el registro — no lo informa este ecosistema |
Datos de entrada utilizados
| packages | google-pso-data-validator |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 10.612 |
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?
81
Resiliencia de mantenedores (factor bus)
62Moderado
Cómo se puntúa
| 25.2/54 | Factor bus — la mitad de los commits recae en 2 contribuyente(s) |
| 13.1/22.5 | Distribución de commits — el principal contribuyente firma el 42% de los commits |
| 13.5/13.5 | Amplitud de contribuyentes — 56 contribuyentes |
| 10/10 | OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations |
Datos de entrada utilizados
| bus_factor | 2 |
| contributors_sampled | 56 |
| top_contributor_share | 0,417 |
Capacidad de respuesta a issues y PR
89Excelente
Cómo se puntúa
| 39.9/46.8 | Resolución de issues — 85% de issues cerradas |
| 33.9/38.3 | Aceptación de PR — 723/816 PR decididos fusionados |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Datos de entrada utilizados
| merged_prs | 723 |
| open_issues | 142 |
| closed_issues | 825 |
| issue_closed_ratio | 0,853 |
| closed_unmerged_prs | 93 |
Propiedad y custodia
80Bueno
Cómo se puntúa
| 30/30 | Respaldo de la propiedad — propiedad de una organización |
| 0/20 | Dominio verificado |
| 25/25 | Alcance del propietario — 21.384 seguidores de GoogleCloudPlatform |
| 25/25 | Trayectoria — 1498 repos públicos, cuenta de ~13 años |
Datos de entrada utilizados
| followers | 21.384 |
| owner_type | Organization |
| is_verified | — |
| owner_login | GoogleCloudPlatform |
| public_repos | 1498 |
| account_age_days | 5003 |
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 — 62 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | google-pso-data-validator |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 1 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
66
Prácticas de ingeniería
60Moderado
Cómo se puntúa
| 0/24 | Flujos de trabajo de CI |
| 24/24 | Pruebas presentes |
| 16/16 | Configuración de linter — .flake8 |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
Datos de entrada utilizados
| has_ci | no |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | sí |
| has_precommit_config | no |
Documentación
75Bueno
Cómo se puntúa
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 0/15 | Sitio de documentación / página del proyecto |
| 10/10 | Descripción del repositorio |
| 0/10 | Topics |
| 10/10 | Wiki |
Datos de entrada utilizados
| topics | — |
| has_wiki | sí |
| homepage | — |
| has_readme | sí |
| has_docs_dir | sí |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
77
Postura de seguridad
80Bueno
Cómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — sin datos |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 7 contributing companies or organizations |
| 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 — 26 commit(s) and 25 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 |
| 4.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 9 |
| 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 | 13 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 5 |
| scorecard_aggregate | 8 |
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, dangerous_workflow, packaging, signed_releases, token_permissions. Los pesos restantes se han renormalizado.
Avisos de dependencias
64Moderado
Cómo se puntúa
| 7/35 | Dependencias directas libres de avisos conocidos — 1 afectados: ibis-framework 5.1.0 (critical) |
| 25/25 | Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido |
| 32/40 | Sin avisos pendientes — 1 paquete(s) con avisos sin atender más allá de 90 días; el más antiguo publicado hace 984 días |
Datos de entrada utilizados
| source | osv |
| advisories | 1 |
| affected_packages | 1 |
| assessed_packages | 88 |
| unassessed_packages | 0 |
| affected_by_severity | critical 1 |
| direct_affected_packages | 1 |
Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:google-pso-data-validator@8.8.2 —lo que arrastra la instalación del paquete publicado—: 88 paquetes. 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.
50
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 — 86 de 86 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 1 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 18/18 | Arranque con un solo comando — noxfile.py |
| 22/22 | Pruebas automatizadas |
| 11/11 | Configuración de lint / formato — .flake8 |
| 0/11 | Verificación estática de tipos |
| 10/10 | Entorno reproducible — Dockerfile |
| 0/10 | Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100 |
| 0/8 | Mantenimiento automatizado — no se observan 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 | — |
| has_dockerfile | sí |
| typed_language | no |
| bootstrap_files | noxfile.py |
| has_devcontainer | no |
| has_linter_config | sí |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
53Moderado
Cómo se puntúa
| 0/45 | Código verificable por tipos — Python sin configuración de verificación de tipos |
| 52.9/55 | Tamaños de archivo manejables — 4/105 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Python |
| largest_source_bytes | 69.773 |
| source_files_sampled | 105 |
| oversized_source_files | 4 |
Interfaces legibles por máquina
40En riesgo
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 0/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — samples |
Datos de entrada utilizados
| example_dirs | samples |
| has_mcp_signal | no |
| api_schema_files | — |
Datos clave
516estrellas de GitHub
56contribuidores
103commits en los últimos 12 meses
0días desde el último push
70versiones publicadas
2factor bus
142issues abiertas
PyPIecosistemas de paquetes
Advertencias de recopilación de datos
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Más detalle
Historial de estrellas y forks 0 ★ / 166 ⇿
0Estrellas
166Forks
62Versiones
Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.
Mayor 7Menor 41Parche 14
Cada punto abarca 5 días.
OpenSSF Scorecard 8.0 / 10
8.0agregado
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 |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 7 contributing companies or organizations |
| 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 | 26 commit(s) and 25 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 |
| 9 | SAST | SAST tool is not run on all commits -- score normalized to 9 |
| 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 |
Todas las dependencias 32
Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 32 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.
| Registro | Paquete | Versión | Relación |
|---|---|---|---|
| PyPI | 0 | — | indirecta |
| PyPI | 1 | — | indirecta |
| PyPI | 3 | — | indirecta |
| PyPI | black | 26.5.1 | indirecta |
| PyPI | flake8 | — | indirecta |
| PyPI | flask | — | indirecta |
| PyPI | freezegun | — | indirecta |
| PyPI | fsspec | — | indirecta |
| PyPI | google-api-python-client | — | indirecta |
| PyPI | google-cloud-bigquery | — | indirecta |
| PyPI | google-cloud-bigquery-storage | — | indirecta |
| PyPI | google-cloud-secret-manager | — | indirecta |
| PyPI | google-cloud-spanner | — | indirecta |
| PyPI | google-cloud-storage | — | indirecta |
| PyPI | google-pso-data-validator | — | indirecta |
| PyPI | ibis-framework | 7.1.0 | indirecta |
| PyPI | impyla | — | indirecta |
| PyPI | jellyfish | — | indirecta |
| PyPI | pandas | — | indirecta |
| PyPI | parsy | — | indirecta |
| PyPI | psycopg2-binary | — | indirecta |
| PyPI | pyarrow | — | indirecta |
| PyPI | pydata-google-auth | — | indirecta |
| PyPI | pyfakefs | — | indirecta |
| PyPI | pymysql | — | indirecta |
| PyPI | pytest | — | indirecta |
| PyPI | pytest-cov | — | indirecta |
| PyPI | pytest-rerunfailures | — | indirecta |
| PyPI | pytest-timeout | — | indirecta |
| PyPI | pyyaml | — | indirecta |
| PyPI | sqlalchemy | — | indirecta |
| PyPI | tabulate | — | indirecta |
Avisos de dependencias 1
Instalar pypi:google-pso-data-validator@8.8.2 arrastra 88 paquetes, directos y transitivos: 1 tienen avisos conocidos, de los cuales 1 son dependencias directas.
| Paquete | Versión | Relación | Gravedad | Avisos | Corregido en |
|---|---|---|---|---|---|
| ibis-framework | 5.1.0 | directa | crítica | 1 | 7.1.0 |
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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"has_wiki": true,
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"pushed_at": "2026-07-29T17:13:08Z",
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"updated_at": "2026-07-28T20:03:26Z",
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"activity": {
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"tag": "v8.8.2",
"kind": "patch",
"published_at": "2026-07-28T11:13:44Z"
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"kind": "patch",
"published_at": "2026-07-20T09:45:37Z"
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"tag": "v8.8.0",
"kind": "minor",
"published_at": "2026-06-18T12:51:05Z"
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{
"tag": "v8.7.1",
"kind": "patch",
"published_at": "2026-05-22T09:07:05Z"
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{
"tag": "v8.7.0",
"kind": "minor",
"published_at": "2026-04-20T15:07:46Z"
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{
"tag": "v8.6.0",
"kind": "minor",
"published_at": "2026-04-13T19:50:34Z"
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{
"tag": "v8.5.2",
"kind": "patch",
"published_at": "2026-02-26T17:34:50Z"
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{
"tag": "v8.5.1",
"kind": "patch",
"published_at": "2026-02-24T16:02:09Z"
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{
"tag": "v8.5.0",
"kind": "minor",
"published_at": "2026-02-06T13:41:43Z"
},
{
"tag": "v8.4.0",
"kind": "minor",
"published_at": "2026-01-13T16:26:25Z"
},
{
"tag": "v8.3.0",
"kind": "minor",
"published_at": "2025-11-13T14:57:13Z"
},
{
"tag": "v8.2.0",
"kind": "minor",
"published_at": "2025-09-23T17:14:56Z"
},
{
"tag": "v8.1.1",
"kind": "patch",
"published_at": "2025-08-09T09:51:01Z"
},
{
"tag": "v8.1.0",
"kind": "minor",
"published_at": "2025-08-07T10:42:14Z"
},
{
"tag": "v8.0.0",
"kind": "major",
"published_at": "2025-07-30T15:16:15Z"
},
{
"tag": "v7.7.0",
"kind": "minor",
"published_at": "2025-05-21T15:16:33Z"
},
{
"tag": "v7.6.1",
"kind": "patch",
"published_at": "2025-05-06T13:30:38Z"
},
{
"tag": "v7.6.0",
"kind": "minor",
"published_at": "2025-04-17T22:12:52Z"
},
{
"tag": "v7.5.2",
"kind": "patch",
"published_at": "2025-04-02T12:00:59Z"
},
{
"tag": "v7.5.1",
"kind": "patch",
"published_at": "2025-03-31T13:12:09Z"
},
{
"tag": "v7.5.0",
"kind": "minor",
"published_at": "2025-03-26T13:12:38Z"
},
{
"tag": "v7.4.0",
"kind": "minor",
"published_at": "2025-03-05T16:50:52Z"
},
{
"tag": "v7.3.0",
"kind": "minor",
"published_at": "2025-02-26T09:54:49Z"
},
{
"tag": "v7.2.0",
"kind": "minor",
"published_at": "2025-02-05T09:50:21Z"
},
{
"tag": "v7.1.0",
"kind": "minor",
"published_at": "2025-01-10T10:57:58Z"
},
{
"tag": "v7.0.0",
"kind": "major",
"published_at": "2024-12-18T15:24:01Z"
},
{
"tag": "v6.4.0",
"kind": "minor",
"published_at": "2024-11-13T12:01:21Z"
},
{
"tag": "v6.3.0",
"kind": "minor",
"published_at": "2024-10-24T09:44:24Z"
},
{
"tag": "v6.2.0",
"kind": "minor",
"published_at": "2024-09-27T23:30:37Z"
},
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}
],
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]
},
{
"key": "community_health",
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"notes": [],
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"inputs": {
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"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": "moderate",
"name": "Dependency advisories",
"note": "Matched the pypi:google-pso-data-validator@8.8.2 runtime dependency closure — what installing the published package pulls in — 88 packages. Reachability is not analyzed.",
"notes": [
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:google-pso-data-validator@8.8.2",
"assessed": 88
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 64,
"inputs": {
"source": "osv",
"advisories": 1,
"affected_packages": 1,
"assessed_packages": 88,
"unassessed_packages": 0,
"affected_by_severity": "critical 1",
"direct_affected_packages": 1
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "1 affected: ibis-framework 5.1.0 (critical)",
"points": 7,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 1,
"packages": "ibis-framework 5.1.0 (critical)"
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 984 days ago",
"points": 32,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 1,
"oldest": 984
}
}
],
"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": 88,
"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": 5
},
"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": "moderate",
"name": "AI Readiness",
"value": 50,
"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": 1,
"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": "86 of 86 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 86,
"sampled": 86
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 61,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
"noxfile.py"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "noxfile.py",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "noxfile.py"
}
}
],
"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": ".flake8",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".flake8"
}
}
],
"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",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 53,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 69773,
"source_files_sampled": 105,
"oversized_source_files": 4
},
"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": "4/105 source files over 60KB",
"points": 52.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 105,
"oversized": 4
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"samples"
],
"has_mcp_signal": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "samples"
}
}
],
"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"
],
"report_type": "repository",
"generated_at": "2026-07-29T17:15:50.243871Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/GoogleCloudPlatform/professional-services-data-validator.svg",
"full_name": "GoogleCloudPlatform/professional-services-data-validator",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v0.27.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.