Registro público
Informe de salud del softwareesquema 0.15.0 · métricas 1.13.0 · 2026-07-19 17:59 UTC

Ratio1 / naeural_core

These modules form the backbone "bare-metal" version of the Naeural Edge Protocol meta-OS

PythonApache-2.0★ 1 estrella⑂ 0 forksdesde nov 2024Ver en GitHub ↗

Ratio1/naeural_core tiene un índice de salud de 44 sobre 100, lo que lo sitúa en la banda En riesgo. Su puntuación más alta es Engineering Quality (70/100) y la más baja, Security (1/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

44
global / 100
En riesgo

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.

44
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

Ratio1.aiOrganización
9 seguidores46 repositorios públicosdesde ene 2025

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

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
PyPInaeural_core7.7.318-429hace 0 días

Métricas por categoría

Vitalidad

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

57Moderado · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
30.5/36Cadencia de commits — 44/52 semanas con commits
18/18Volumen de commits — 216 commits en el último año
0/10OpenSSF Scorecard: Maintained — sin datos
Datos de entrada utilizados
commits_last_year216
human_commit_share
days_since_last_push0
active_weeks_last_year44
Cómo se puntúa
0/27Publica versiones — sin versiones publicadas
0/36Recencia de las versiones — sin versiones
0/27Cadencia de publicación — sin versiones
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count0

Comunidad y Adopción

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

24Crítico · 18% del índice global
Cómo se puntúa
0/60Estrellas — 1 estrellas
0/25Forks — 0 forks
0/15Observadores — 1 observadores
Datos de entrada utilizados
forks0
stars1
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conductno
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?

53Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
11.1/22.5Distribución de commits — el principal contribuyente firma el 51% de los commits
8.1/13.5Amplitud de contribuyentes — 6 contribuyentes
0/10OpenSSF Scorecard: Contributors — sin datos
Datos de entrada utilizados
bus_factor1
contributors_sampled6
top_contributor_share0,508
Cómo se puntúa
0/46.8Resolución de issues — 0% de issues cerradas
37/38.3Aceptación de PR — 206/213 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — sin datos
Datos de entrada utilizados
merged_prs206
open_issues1
closed_issues0
issue_closed_ratio0
closed_unmerged_prs7
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
7.2/25Alcance del propietario — 9 seguidores de Ratio1
15.1/25Trayectoria — 46 repos públicos, cuenta de ~1 años
Datos de entrada utilizados
followers9
owner_typeOrganization
is_verified
owner_loginRatio1
public_repos46
account_age_days536
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 0 días
20/20Historial de versiones — 429 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesnaeural_core
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

70Bueno · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 1 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — sin datos
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentación

85Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
10/10Topics — 4 topics
10/10Wiki
Datos de entrada utilizados
topicsdecentralized-applications, edge-computing, orchestration, ratio1
has_wiki
homepage
has_readme
has_docs_dir
has_description

Seguridad

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

1Crítico · 16% del índice global
Cómo se puntúa
0/30Política de seguridad (SECURITY.md)
0/25Configuración de Dependabot
0/25Lockfiles de dependencias — biblioteca publicada — los lockfiles son cosa de las aplicaciones, no se esperan aquí
0/20Flujo de trabajo de CodeQL
Datos de entrada utilizados
sourcefile_signals
lockfiles
manifestspyproject.toml, requirements.txt
has_codeql_workflowno
has_security_policyno
has_dependabot_configno
Excluidos de la puntuación (sin datos o no aplicable): Lockfiles de dependencias. 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.

54Moderado · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — AGENTS.md
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_filesAGENTS.md
agent_instruction_max_bytes42.266
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
0/11Configuración de lint / formato
0/11Verificación estática de tipos
10/10Entorno reproducible — devcontainer, Dockerfile
0/10Práctica demostrada con agentes — sin datos
0/8Mantenimiento automatizado — sin datos
0/10OpenSSF Scorecard: Pinned-Dependencies — sin datos
Datos de entrada utilizados
has_nixno
has_tests
lockfiles
has_dockerfile
typed_languageno
bootstrap_files
has_devcontainer
has_linter_configno
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes, Mantenimiento automatizado. Los pesos restantes se han renormalizado.
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
54.4/55Tamaños de archivo manejables — 7/645 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes129.284
source_files_sampled645
oversized_source_files7
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — notebooks
Datos de entrada utilizados
example_dirsnotebooks
has_mcp_signalno
api_schema_files

Datos clave

1estrellas de GitHub
6contribuidores
216commits en los últimos 12 meses
0días desde el último push
0versiones publicadas
1factor bus
1issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • OpenSSF Scorecard did not return a usable result (2026/07/19 17:58:44 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks

Más detalle

Dependencias directas 34
RegistroPaqueteRestricción de versiónManifiesto
PyPItorchpyproject.toml
PyPItorchvisionpyproject.toml
PyPItorchaudiopyproject.toml
PyPIpaho-mqtt>=1.6pyproject.toml
PyPIpika>=1.3pyproject.toml
PyPIpynvml>=11.4pyproject.toml
PyPIpyyaml>=6.0pyproject.toml
PyPIpyarrow>=15pyproject.toml
PyPIratio1>=3.5.41pyproject.toml
PyPIminiopyproject.toml
PyPIgqlpyproject.toml
PyPIopencv-python-headlesspyproject.toml
PyPIdecordpyproject.toml
PyPIseabornpyproject.toml
PyPIpandaspyproject.toml
PyPIshapelypyproject.toml
PyPIscikit-learnpyproject.toml
PyPIscikit-imagepyproject.toml
PyPIdropboxpyproject.toml
PyPIpymssqlpyproject.toml
PyPIh5pypyproject.toml
PyPIunidecodepyproject.toml
PyPIcryptography==42.0.7pyproject.toml
PyPIfastapipyproject.toml
PyPIuvicornpyproject.toml
PyPIpydanticpyproject.toml
PyPIaiofilespyproject.toml
PyPIngrokpyproject.toml
PyPIbs4pyproject.toml
PyPIweb3pyproject.toml
PyPIdecentra_visionpyproject.toml
PyPItransformers>=4.38.0pyproject.toml
PyPItokenizers>=0.14.1pyproject.toml
PyPIsentencepiecepyproject.toml
Todas las dependencias 55

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 34 paquetes directos y 21 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
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PyPIbs4directa
PyPIcryptography42.0.7directa
PyPIdecentra-visiondirecta
PyPIdecorddirecta
PyPIdropboxdirecta
PyPIfastapidirecta
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PyPIh5pydirecta
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PyPIngrokdirecta
PyPIopencv-python-headlessdirecta
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PyPIaccelerate0.30.1indirecta
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PyPIflask1.0.2indirecta
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PyPIkmonitorindirecta
PyPImatplotlibindirecta
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PyPInvidia-cudnn-cu12indirecta
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PyPIonnxruntime-openvino1.17.1indirecta
PyPIonnxsimindirecta
PyPIopencv-pythonindirecta
PyPIopenvino2024.1.0indirecta
PyPIpillowindirecta
PyPIpip19.2indirecta
PyPIprotobuf5.28.3indirecta
PyPIpython-telegram-botindirecta
PyPIscipyindirecta
PyPItensorboardindirecta
PyPIthopindirecta
PyPItqdmindirecta
Informe JSON sin procesar legible por máquina
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              },
              {
                "key": "documentation_directory",
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                "key": "topics",
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                "points": 10,
                "status": "met",
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                ],
                "max_points": 10
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              {
                "key": "wiki",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
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          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dependency_lockfiles"
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              },
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                "code": "weights_renormalized",
                "params": {}
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              "has_codeql_workflow": false,
              "has_security_policy": false,
              "has_dependabot_config": false
            },
            "components": [
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                "key": "security_policy_security_md",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
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                "points": 0,
                "status": "excluded",
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              },
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                "key": "codeql_workflow",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "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": {
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              "red_flag": false,
              "exposures": [],
              "policy_countries": [
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                "Iran",
                "North Korea"
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              "review_only_matches": 0,
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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": [
                  {
                    "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": 54,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 42266
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                  }
                ],
                "max_points": 45
              },
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                "key": "machine_readable_docs_llms_txt",
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                "points": 0,
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                "details": [],
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                    "code": "no_data",
                    "params": {}
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                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
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                }
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                "code": "weights_renormalized",
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              "has_dockerfile": true,
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              "dependency_bot_commit_share": null
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              {
                "key": "automated_tests",
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              {
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                "points": 0,
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              },
              {
                "key": "static_type_checking",
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                "points": 0,
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              {
                "key": "reproducible_environment",
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                "points": 10,
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              {
                "key": "demonstrated_agent_practice",
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                "status": "excluded",
                "details": [
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              {
                "key": "automated_maintenance",
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                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
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                "max_points": 10
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          {
            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
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            "notes": [],
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            },
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                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
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              {
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          },
          {
            "key": "ai_interfaces",
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            },
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              },
              {
                "key": "mcp_server",
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              },
              {
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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."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "OpenSSF Scorecard did not return a usable result (2026/07/19 17:58:44 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-19T17:59:21.092675Z",
  "schema_version": "0.15.0",
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  "full_name": "Ratio1/naeural_core",
  "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 v0.15.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadasPyPI.