Registro público
Informe de salud del softwareesquema 0.12.0 · métricas 1.13.0 · 2026-07-18 03:06 UTC

googlecloudplatform / cluster-toolkit

Cluster Toolkit is an open-source software offered by Google Cloud which makes it easy for customers to deploy AI/ML and HPC environments on Google Cloud.

HCL · Go · PythonApache-2.0★ 350 estrellas⑂ 310 forksdesde oct 2021Ver en GitHub ↗

googlecloudplatform/cluster-toolkit tiene un índice de salud de 83 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (96/100) y la más baja, AI Readiness (44/100). Se actualizó por última vez hoy. 6 personas concentran la mayor parte del trabajo reciente.

83
global / 100
Bueno

Índice 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.

83
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)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

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
21.211 seguidores1497 repositorios públicosdesde nov 2012

Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.

Métricas por categoría

Vitalidad

¿Está vivo el proyecto: se escribe código y se publican versiones?

96Excelente · 22% del índice global

Actividad de desarrollo

100Excelente
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
36/36Cadencia de commits — 52/52 semanas con commits
18/18Volumen de commits — 1877 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year1877
human_commit_share—
days_since_last_push0
active_weeks_last_year52

Disciplina de publicación

90Excelente
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 4 días
27/27Cadencia de publicación — una versión cada ~9,8 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count100
latest_release_tagv1.97.0
releases_from_tagsno
days_since_latest_release4
mean_days_between_releases9,8

Comunidad y Adopción

¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?

74Bueno · 18% del índice global

Popularidad y adopción

71Bueno
Cómo se puntúa
41.2/60Estrellas — 350 estrellas
20.8/25Forks — 310 forks
8.8/15Observadores — 39 observadores
Datos de entrada utilizados
forks310
stars350
watchers39
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Salud de la comunidad

77Bueno
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readmesí
has_licensesí
has_contributingsí
has_issue_templateno
has_code_of_conductno
has_pull_request_templatesí

Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?

88Excelente · 24% del índice global

Resiliencia de mantenedores (factor bus)

91Excelente
Cómo se puntúa
48.6/54Factor bus — la mitad de los commits recae en 6 contribuyente(s)
19/22.5Distribución de commits — el principal contribuyente firma el 16% de los commits
13.5/13.5Amplitud de contribuyentes — 100 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 15 contributing companies or organizations
Datos de entrada utilizados
bus_factor6
contributors_sampled100
top_contributor_share0,157

Capacidad de respuesta a issues y PR

93Excelente
Cómo se puntúa
46.4/46.8Resolución de issues — 99% de issues cerradas
31.7/38.3Aceptación de PR — 4628/5583 PR decididos fusionados
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Datos de entrada utilizados
merged_prs4628
open_issues1
closed_issues149
issue_closed_ratio0,993
closed_unmerged_prs955

Propiedad y custodia

80Bueno
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
25/25Alcance del propietario — 21.211 seguidores de GoogleCloudPlatform
25/25Trayectoria — 1497 repos públicos, cuenta de ~13 años
Datos de entrada utilizados
followers21.211
owner_typeOrganization
is_verified—
owner_loginGoogleCloudPlatform
public_repos1497
account_age_days4991

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

88Excelente · 20% del índice global

Prácticas de ingeniería

94Excelente
Cómo se puntúa
24/24Flujos de trabajo de CI — 8 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_cisí
has_testssí
has_editorconfigno
has_linter_configsí
has_precommit_configsí

Documentación

80Bueno
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://cloud.google.com/cluster-toolkit/docs/overview
10/10Descripción del repositorio
0/10Topics
0/10Wiki
Datos de entrada utilizados
topics—
has_wikino
homepagehttps://cloud.google.com/cluster-toolkit/docs/overview
has_readmesí
has_docs_dirsí
has_descriptionsí

Seguridad

¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?

62Moderado · 16% del índice global

Postura de seguridad

62Moderado
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
7.5/7.5Branch-Protection — branch protection is fully enabled on development and all release branches
2.5/2.5CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 15 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
1/5SAST — SAST tool is not run on all commits -- score normalized to 2
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 50 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6,2
Excluidos de la puntuación (sin datos o no aplicable): packaging. Los pesos restantes se han renormalizado.

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.

44En riesgo · 0% del índice global

Contexto y guía para agentes

1Crítico
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
0/40Historial de commits legible — sin datos
Datos de entrada utilizados
has_llms_txtno
legible_history_share—
agent_instruction_files—
agent_instruction_max_bytes—
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.

Bucle de verificación (compilación / pruebas / verificación de tipos)

74Bueno
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato
0/11Verificación estática de tipos
10/10Entorno reproducible — Dockerfile, lockfile
0/10Práctica demostrada con agentes — sin datos
5/8Mantenimiento automatizado — automatización de dependencias configurada, no observada en los commits muestreados
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Datos de entrada utilizados
has_nixno
has_testssí
lockfilesgo.sum
has_dockerfilesí
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configsí
typecheck_configs—
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes. Los pesos restantes se han renormalizado.

Legibilidad del código para modelos

53Moderado
Cómo se puntúa
0/45Código verificable por tipos — HCL sin configuración de verificación de tipos
52.9/55Tamaños de archivo manejables — 12/310 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageHCL
largest_source_bytes529.757
source_files_sampled310
oversized_source_files12

Interfaces legibles por máquina

40En riesgo
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples, notebooks
Datos de entrada utilizados
example_dirsexamples, notebooks
has_mcp_signalno
api_schema_files—

Datos clave

350estrellas de GitHub
100contribuidores
1877commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
6factor bus
1issues abiertas
Goecosistemas de paquetes

Más detalle

OpenSSF Scorecard 6.2 / 10
6.2agregado

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).Scorecard v5.5.0 · 2026-07-18 03:06 UTC

10Binary-Artifactsno binaries found in the repo
10Branch-Protectionbranch protection is fully enabled on development and all release branches
10CI-Tests22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 15 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
2SASTSAST tool is not run on all commits -- score normalized to 2
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities50 existing vulnerabilities detected
Dependencias directas 35
RegistroPaqueteRestricción de versiónManifiesto
Gogithub.com/go-git/go-git/v5v5.18.0go.mod
Gogithub.com/hashicorp/go-getterv1.8.4go.mod
Gogithub.com/hashicorp/hcl/v2v2.24.0go.mod
Gogithub.com/hashicorp/terraform-config-inspectv0.0.0-20250731202709-e8a84eebd3e7go.mod
Gogithub.com/otiai10/copyv1.14.1go.mod
Gogithub.com/pkg/errorsv0.9.1go.mod
Gogithub.com/spf13/aferov1.15.0go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/zclconf/go-ctyv1.17.0go.mod
Gogolang.org/x/expv0.0.0-20250911091902-df9299821621go.mod
Gogopkg.in/check.v1v1.0.0-20201130134442-10cb98267c6cgo.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gocloud.google.com/go/billingv1.20.4go.mod
Gocloud.google.com/go/filestorev1.10.3go.mod
Gocloud.google.com/go/resourcemanagerv1.10.6go.mod
Gogithub.com/fatih/colorv1.18.0go.mod
Gogithub.com/go-git/go-billy/v5v5.8.0go.mod
Gogithub.com/google/go-cmpv0.7.0go.mod
Gogithub.com/google/go-containerregistryv0.20.7go.mod
Gogithub.com/hashicorp/terraform-execv0.24.0go.mod
Gogithub.com/mattn/go-isattyv0.0.20go.mod
Gogithub.com/moby/patternmatcherv0.6.0go.mod
Gogithub.com/zclconf/go-cty-debugv0.0.0-20240509010212-0d6042c53940go.mod
Gogolang.org/x/modv0.30.0go.mod
Gogoogle.golang.org/apiv0.256.0go.mod
Gogopkg.in/yaml.v2v2.4.0go.mod
Gok8s.io/apiv0.32.0go.mod
Gok8s.io/apimachineryv0.32.0go.mod
Gok8s.io/client-gov0.32.0go.mod
Gosigs.k8s.io/yamlv1.6.0go.mod
Gogithub.com/agext/levenshteinv1.2.3go.mod
Gogithub.com/hashicorp/go-versionv1.9.0go.mod
Gogithub.com/spf13/pflagv1.0.10go.mod
Gogolang.org/x/oauth2v0.34.0go.mod
Gogolang.org/x/sysv0.40.0go.mod
Todas las dependencias 436

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 41 paquetes directos y 395 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Gocloud.google.com/go/billingv1.20.4directa
Gocloud.google.com/go/filestorev1.10.3directa
Gocloud.google.com/go/resourcemanagerv1.10.6directa
Gogithub.com/agext/levenshteinv1.2.3directa
Gogithub.com/fatih/colorv1.18.0directa
Gogithub.com/go-git/go-billy/v5v5.8.0directa
Gogithub.com/go-git/go-git/v5v5.18.0directa
Gogithub.com/google/go-cmpv0.7.0directa
Gogithub.com/google/go-containerregistryv0.20.7directa
Gogithub.com/hashicorp/go-getterv1.8.4directa
Gogithub.com/hashicorp/go-versionv1.9.0directa
Gogithub.com/hashicorp/hcl/v2v2.24.0directa
Gogithub.com/hashicorp/terraform-config-inspectv0.0.0-20250731202709-e8a84eebd3e7directa
Gogithub.com/hashicorp/terraform-execv0.24.0directa
Gogithub.com/mattn/go-isattyv0.0.20directa
Gogithub.com/moby/patternmatcherv0.6.0directa
Gogithub.com/otiai10/copyv1.14.1directa
Gogithub.com/pkg/errorsv0.9.1directa
Gogithub.com/spf13/aferov1.15.0directa
Gogithub.com/spf13/cobrav1.10.2directa
Gogithub.com/spf13/pflagv1.0.10directa
Gogithub.com/zclconf/go-ctyv1.17.0directa
Gogithub.com/zclconf/go-cty-debugv0.0.0-20240509010212-0d6042c53940directa
Gogolang.org/x/expv0.0.0-20250911091902-df9299821621directa
Gogolang.org/x/modv0.30.0directa
Gogolang.org/x/oauth2v0.34.0directa
Gogolang.org/x/oauth2v0.36.0directa
Gogolang.org/x/sysv0.40.0directa
Gogolang.org/x/sysv0.45.0directa
Gogoogle.golang.org/apiv0.256.0directa
Gogopkg.in/check.v1v1.0.0-20201130134442-10cb98267c6cdirecta
Gogopkg.in/yaml.v2v2.4.0directa
Gogopkg.in/yaml.v3v3.0.1directa
Gok8s.io/apiv0.32.0directa
Gok8s.io/apiv0.33.3directa
Gok8s.io/apimachineryv0.32.0directa
Gok8s.io/apimachineryv0.33.3directa
Gok8s.io/client-gov0.32.0directa
Gok8s.io/client-gov0.33.3directa
Gosigs.k8s.io/yamlv1.4.0directa
Gosigs.k8s.io/yamlv1.6.0directa
Gocel.dev/exprv0.25.1indirecta
Gocloud.google.com/gov0.123.0indirecta
Gocloud.google.com/go/authv0.17.0indirecta
Gocloud.google.com/go/auth/oauth2adaptv0.2.8indirecta
Gocloud.google.com/go/compute/metadatav0.9.0indirecta
Gocloud.google.com/go/iamv1.5.3indirecta
Gocloud.google.com/go/longrunningv0.7.0indirecta
Gocloud.google.com/go/monitoringv1.24.2indirecta
Gocloud.google.com/go/storagev1.58.0indirecta
Godario.cat/mergov1.0.2indirecta
Gogithub.com/apparentlymart/go-textseg/v15v15.0.0indirecta
Gogithub.com/aws/aws-sdk-go-v2v1.41.5indirecta
Gogithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.8indirecta
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.6indirecta
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.6indirecta
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.18.16indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/configsourcesv1.4.21indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2v2.7.21indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/iniv1.8.4indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/v4av1.4.22indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/accept-encodingv1.13.7indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/checksumv1.9.13indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/presigned-urlv1.13.21indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/s3sharedv1.19.21indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.97.3indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/signinv1.0.4indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/ssov1.30.8indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/ssooidcv1.35.12indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.41.5indirecta
Gogithub.com/aws/smithy-gov1.24.2indirecta
Gogithub.com/bgentry/go-netrcv0.0.0-20140422174119-9fd32a8b3d3dindirecta
Gogithub.com/cespare/xxhash/v2v2.3.0indirecta
Gogithub.com/cloudflare/circlv1.6.3indirecta
Gogithub.com/cncf/xds/gov0.0.0-20251210132809-ee656c7534f5indirecta
Gogithub.com/containerd/stargz-snapshotter/estargzv0.18.1indirecta
Gogithub.com/cyphar/filepath-securejoinv0.6.0indirecta
Gogithub.com/davecgh/go-spewv1.1.1indirecta
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33ccindirecta
Gogithub.com/docker/cliv29.2.0+incompatibleindirecta
Gogithub.com/docker/distributionv2.8.3+incompatibleindirecta
Gogithub.com/docker/docker-credential-helpersv0.9.5indirecta
Gogithub.com/emicklei/go-restful/v3v3.11.0indirecta
Gogithub.com/emirpasic/godsv1.18.1indirecta
Gogithub.com/envoyproxy/go-control-plane/envoyv1.36.0indirecta
Gogithub.com/envoyproxy/protoc-gen-validatev1.3.0indirecta
Gogithub.com/felixge/httpsnoopv1.0.4indirecta
Gogithub.com/fxamacker/cbor/v2v2.7.0indirecta
Gogithub.com/fxamacker/cbor/v2v2.9.0indirecta
Gogithub.com/go-git/gcfgv1.5.1-0.20230307220236-3a3c6141e376indirecta
Gogithub.com/go-jose/go-jose/v4v4.1.4indirecta
Gogithub.com/go-logr/logrv1.4.3indirecta
Gogithub.com/go-logr/stdrv1.2.2indirecta
Gogithub.com/go-openapi/jsonpointerv0.21.0indirecta
Gogithub.com/go-openapi/jsonreferencev0.20.2indirecta
Gogithub.com/go-openapi/swagv0.23.0indirecta
Gogithub.com/gogo/protobufv1.3.2indirecta
Gogithub.com/golang/groupcachev0.0.0-20241129210726-2c02b8208cf8indirecta
Gogithub.com/google/gnostic-modelsv0.6.9indirecta
Gogithub.com/google/gofuzzv1.2.0indirecta
Gogithub.com/google/s2a-gov0.1.9indirecta
Gogithub.com/google/uuidv1.6.0indirecta
Gogithub.com/googleapis/enterprise-certificate-proxyv0.3.7indirecta
Gogithub.com/googleapis/gax-go/v2v2.15.0indirecta
Gogithub.com/googlecloudplatform/opentelemetry-operations-go/detectors/gcpv1.30.0indirecta
Gogithub.com/googlecloudplatform/opentelemetry-operations-go/exporter/metricv0.54.0indirecta
Gogithub.com/googlecloudplatform/opentelemetry-operations-go/internal/resourcemappingv0.54.0indirecta
Gogithub.com/hashicorp/aws-sdk-go-base/v2v2.0.0-beta.70indirecta
Gogithub.com/hashicorp/go-cleanhttpv0.5.2indirecta
Gogithub.com/hashicorp/go-retryablehttpv0.7.8indirecta
Gogithub.com/hashicorp/hclv1.0.0indirecta
Gogithub.com/hashicorp/terraform-jsonv0.27.1indirecta
Gogithub.com/inconshreveable/mousetrapv1.1.0indirecta
Gogithub.com/jbenet/go-contextv0.0.0-20150711004518-d14ea06fba99indirecta
Gogithub.com/josharian/internv1.0.0indirecta
Gogithub.com/json-iterator/gov1.1.12indirecta
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "6 contributor(s) cover half of all commits",
                "points": 48.6,
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                "details": [
                  {
                    "code": "bus_factor",
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                      "count": 6
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                ],
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                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 16% of commits",
                "points": 19,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
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                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 15 contributing companies or organizations",
                "points": 10,
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                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 4628,
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              "issue_closed_ratio": 0.993,
              "closed_unmerged_prs": 955
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "99% of issues closed",
                "points": 46.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
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                      "share": 99
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "4628/5583 decided PRs merged",
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                "status": "partial",
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                    "code": "decided_prs_merged",
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
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            "note": null,
            "notes": [],
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              "is_verified": null,
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              "account_age_days": 4991
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
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                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "21,211 followers of GoogleCloudPlatform",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 21211,
                      "login": "GoogleCloudPlatform"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "1497 public repos, account ~13 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 1497
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                  },
                  {
                    "code": "account_age_years",
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                "max_points": 25
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        ],
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      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 88,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
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            "note": null,
            "notes": [],
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            "inputs": {
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "8 workflow(s)",
                "points": 24,
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                "max_points": 24
              },
              {
                "key": "tests_present",
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                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
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              },
              {
                "key": "pre_commit_hooks",
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              },
              {
                "key": "editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
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            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": "https://cloud.google.com/cluster-toolkit/docs/overview",
              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
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                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 62,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 62,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
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              "scorecard_aggregate": 6.2
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
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                "points": 7.5,
                "status": "met",
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                "key": "branch_protection",
                "name": "Branch-Protection",
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                "points": 7.5,
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              {
                "key": "ci_tests",
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                "detail": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
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              {
                "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",
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                "points": 7.5,
                "status": "met",
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                "key": "contributors",
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                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
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                "points": 2.5,
                "status": "met",
                "details": [],
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                "key": "maintained",
                "name": "Maintained",
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                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                "max_points": 5
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                "key": "pinned_dependencies",
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                "max_points": 5
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              {
                "key": "sast",
                "name": "SAST",
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                "status": "partial",
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                "key": "security_policy",
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                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
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                "key": "signed_releases",
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                "status": "missed",
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                "max_points": 7.5
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                "key": "token_permissions",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "50 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
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                "max_points": 7.5
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          },
          {
            "key": "high_risk_jurisdiction_exposure",
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            "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": [
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                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
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            "value": 100,
            "inputs": {
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              "red_flag": false,
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              "policy_countries": [
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                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 6
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            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "jurisdiction_no_match",
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                "max_points": 100
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        ],
        "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": 44,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
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                "code": "excluded_no_data",
                "params": {
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
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            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_agent_instructions",
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                ],
                "max_points": 45
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              {
                "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",
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                "points": 0,
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                "details": [
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                    "code": "no_data",
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                "max_points": 40
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          },
          {
            "key": "ai_verify_loop",
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            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                "code": "weights_renormalized",
                "params": {}
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            "value": 74,
            "inputs": {
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            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
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                "max_points": 18
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                "key": "automated_tests",
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                "max_points": 10
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        "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."
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}

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