Registro público
Informe de salud del softwareesquema 0.11.0 · métricas 2.10.0 · 2026-07-17 04:28 UTC

SKaiNET-developers / skainet

SKaiNET makes local AI practical for developers: simple to build with, multiplatform by design, and optimized for native performance without compromises.

KotlinMIT★ 34 estrellas⑂ 11 forksdesde ene 2025Ver en GitHub ↗
#ai#kotlin#ml#kotlin-multiplatform#deep-learning#deep-neural-networks#edge-computing#edge-deep-learning#edge-machine-learning

SKaiNET-developers/skainet tiene un índice de salud de 84 sobre 100, lo que lo sitúa en la banda Excelente. Su puntuación más alta es Vitality (94/100) y la más baja, AI Readiness (54/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

84
global / 100
Excelente

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.

84
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas 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.

El resultado global ponderado 71 se calibra a 84 en la escala publicada del índice (calibración del registro 2026-08-02).

Titularidad

SKaiNET DevelopersOrganización
9 seguidores15 repositorios públicosdesde dic 2024

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?

94Excepcional · 21% del índice global

Actividad de desarrollo

98Excepcional
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
33.9/36Cadencia de commits — 49/52 semanas con commits
18/18Volumen de commits — 1586 commits en el último año
10/10OpenSSF 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_year1586
human_commit_share—
days_since_last_push0
active_weeks_last_year49

Disciplina de publicación

88Excelente
Cómo se puntúa
16.2/27Publica versiones — 73 etiquetas de versión (sin releases de GitHub)
36/36Recencia de las versiones — última versión hace 5 días
27/27Cadencia de publicación — una versión cada ~2,6 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count73
latest_release_tag0.36.0
releases_from_tagssí
days_since_latest_release5
mean_days_between_releases2,6
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?

58Moderado · 17% del índice global

Popularidad y adopción

35Débil
Cómo se puntúa
24.6/60Estrellas — 34 estrellas
8.3/25Forks — 11 forks
1.7/15Observadores — 3 observadores
Datos de entrada utilizados
forks11
stars34
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Salud de la comunidad

85Excelente
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
18/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readmesí
has_licensesí
readme_badges—
has_contributingsí
has_issue_templateno
has_code_of_conductsí
readme_badge_services—
has_pull_request_templateno

Sostenibilidad y Gobernanza

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

57Moderado · 23% del índice global

Resiliencia de mantenedores (factor bus)

27En riesgo
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
3.1/22.5Distribución de commits — el principal contribuyente firma el 86% de los commits
12.2/13.5Amplitud de contribuyentes — 9 contribuyentes
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Datos de entrada utilizados
bus_factor1
contributors_sampled9
top_contributor_share0,864

Capacidad de respuesta a issues y PR

88Excelente
Cómo se puntúa
38.7/42Resolución de issues — 92% de issues cerradas
27/30Aceptación de PR — 476/528 PR decididos fusionados
0/13Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d
10.5/15OpenSSF Scorecard: Code-Review — Found 3/4 approved changesets -- score normalized to 7
Datos de entrada utilizados
merged_prs476
open_issues23
closed_issues270
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0,922
closed_unmerged_prs52
first_time_authors_30d—
first_time_prs_merged_30d—
first_time_prs_decided_30d—
Excluidos de la puntuación (sin datos o no aplicable): Newcomer PR acceptance. Los pesos restantes se han renormalizado.

Propiedad y custodia

62Moderado
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado — el estado de dominio verificado no se leyó para esta organización
7.2/25Alcance del propietario — 9 seguidores de SKaiNET-developers
12/25Trayectoria — 15 repos públicos, cuenta de ~1 años
Datos de entrada utilizados
followers9
owner_typeOrganization
is_verified—
owner_loginSKaiNET-developers
public_repos15
account_age_days592
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

81Excelente · 19% del índice global

Prácticas de ingeniería

68Bueno
Cómo se puntúa
24/24Flujos de trabajo de CI — 11 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 8 out of 8 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_cisí
has_testssí
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentación

100Excepcional
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://skainet-developers.github.io/SKaiNET/
10/10Descripción del repositorio
10/10Topics — 9 topics
10/10Wiki
Datos de entrada utilizados
topicsai, kotlin, ml, kotlin-multiplatform, deep-learning, deep-neural-networks, edge-computing, edge-deep-learning, edge-machine-learning
has_wikisí
homepagehttps://skainet-developers.github.io/SKaiNET/
docs_sitehttps://skainet-developers.github.io/SKaiNET/
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?

70Bueno · 16% del índice global

Postura de seguridad

70Bueno
Cómo se puntúa
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — sin datos
2.5/2.5CI-Tests — 8 out of 8 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
5.2/7.5Code-Review — Found 3/4 approved changesets -- score normalized to 7
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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 4 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
3/7.5Vulnerabilities — 6 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate7
Excluidos de la puntuación (sin datos o no aplicable): Branch-Protection, Signed-Releases. 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? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.

54Moderado · 4% 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
llms_txt_url—
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)

59Moderado
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
0/11Configuración de lint / formato
11/11Verificación estática de tipos — Kotlin (tipado estático)
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
5/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
Datos de entrada utilizados
has_nixno
has_testssí
lockfilesyarn.lock
has_dockerfilesí
typed_languagesí
bootstrap_files—
has_devcontainerno
has_linter_configno
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

100Excepcional
Cómo se puntúa
45/45Código verificable por tipos — Kotlin (tipado estático)
54.7/55Tamaños de archivo manejables — 6/1149 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageKotlin
largest_source_bytes157.233
source_files_sampled1149
oversized_source_files6

Interfaces legibles por máquina

100Excepcional
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto) — no aplicable a este tipo de software
0/20Servidor MCP — no aplicable a este tipo de software
40/40Ejemplos ejecutables — examples, samples
Datos de entrada utilizados
example_dirsexamples, samples
has_mcp_signalno
api_schema_files—
interfaces_expected_of—
Excluidos de la puntuación (sin datos o no aplicable): Esquema de API (OpenAPI/GraphQL/proto), Servidor MCP. Los pesos restantes se han renormalizado.

Datos clave

34estrellas de GitHub
9contribuidores
1586commits en los últimos 12 meses
0días desde el último push
73versiones publicadas
1factor bus
23issues abiertas
Mavenecosistemas de paquetes

Más detalle

OpenSSF Scorecard 7.0 / 10
7.0agregado

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).Scorecard v5.5.0 · 2026-07-17 04:28 UTC

9Binary-Artifactsbinaries present in source code
n/dBranch-Protectioninternal 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
10CI-Tests8 out of 8 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 3/4 approved changesets -- score normalized to 7
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
4Vulnerabilities6 existing vulnerabilities detected
Todas las dependencias 967

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 967 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

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