Registro público
Informe de salud del softwareesquema 0.12.0 · métricas 1.13.0 · 2026-07-17 23:11 UTC

robofinsystems / robosystems

RoboSystems is a financial intelligence platform that unifies structured data, document search, and AI memory to transform complex financial data into actionable intelligence. Fork-ready with full GitHub Actions CI/CD for deploying CloudFormation infrastructure to your AWS account.

PythonApache-2.0★ 19 estrellas⑂ 6 forksdesde ago 2025Ver en GitHub ↗

robofinsystems/robosystems tiene un índice de salud de 65 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (96/100) y la más baja, Sustainability & Governance (46/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

65
global / 100
Moderado

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.

65
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

RFSOrganización
5 seguidores12 repositorios públicosdesde may 2025

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
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
29.1/36Cadencia de commits — 42/52 semanas con commits
18/18Volumen de commits — 3278 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year3278
human_commit_share
days_since_last_push0
active_weeks_last_year42
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 1 días
27/27Cadencia de publicación — una versión cada ~1,2 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count100
latest_release_tagv1.6.5
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases1,2
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?

50Moderado · 18% del índice global
Cómo se puntúa
20.4/60Estrellas — 19 estrellas
5.8/25Forks — 6 forks
0/15Observadores — 2 observadores
Datos de entrada utilizados
forks6
stars19
watchers2
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)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conductno
has_pull_request_template

Sostenibilidad y Gobernanza

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

46En riesgo · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
1.8/22.5Distribución de commits — el principal contribuyente firma el 92% de los commits
4.1/13.5Amplitud de contribuyentes — 3 contribuyentes
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Datos de entrada utilizados
bus_factor1
contributors_sampled3
top_contributor_share0,919
Cómo se puntúa
38/46.8Resolución de issues — 81% de issues cerradas
37/38.3Aceptación de PR — 827/856 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/15 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs827
open_issues3
closed_issues13
issue_closed_ratio0,812
closed_unmerged_prs29
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
5.6/25Alcance del propietario — 5 seguidores de RoboFinSystems
10.4/25Trayectoria — 12 repos públicos, cuenta de ~1 años
Datos de entrada utilizados
followers5
owner_typeOrganization
is_verified
owner_loginRoboFinSystems
public_repos12
account_age_days414

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

74Bueno · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 27 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfig
has_linter_configno
has_precommit_configno
Cómo se puntúa
30/30README
0/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://robosystems.ai
10/10Descripción del repositorio
10/10Topics — 20 topics
10/10Wiki
Datos de entrada utilizados
topicsaws, fastapi, knowledge-graph, mcp-server, xbrl, arelle, postgresql, financial, financial-data, financial-analysis, accounting, robosystems, duckdb, ladybugdb, context-graph, dagster, dbt, ai, mcp, opensearch
has_wiki
homepagehttps://robosystems.ai
has_readme
has_docs_dirno
has_description

Seguridad

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

58Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 12 out of 12 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
0/7.5Code-Review — Found 0/15 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
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 7 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
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
1.5/7.5Vulnerabilities — 8 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5,8
Excluidos de la puntuación (sin datos o no aplicable): packaging, 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? 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.

65Moderado · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — CLAUDE.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_filesCLAUDE.md
agent_instruction_max_bytes25.763
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.
Cómo se puntúa
18/18Arranque con un solo comando — justfile
22/22Pruebas automatizadas
0/11Configuración 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_tests
lockfilesuv.lock
has_dockerfile
typed_languageno
bootstrap_filesjustfile
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.
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
54.6/55Tamaños de archivo manejables — 13/1632 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes112.339
source_files_sampled1632
oversized_source_files13
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
20/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signal
api_schema_files

Datos clave

19estrellas de GitHub
3contribuidores
3278commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
1factor bus
3issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Could not fetch pypi package 'robosystems' from its registry

Más detalle

OpenSSF Scorecard 5.8 / 10
5.8agregado

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 23:10 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests12 out of 12 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/15 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 7 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
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
2Vulnerabilities8 existing vulnerabilities detected
Dependencias directas 58
RegistroPaqueteRestricción de versiónManifiesto
PyPIfastapi>=0.139.0,<1.0pyproject.toml
PyPIstarlette>=1.3.1,<2.0pyproject.toml
PyPIsse-starlette>=3.3.0,<4.0pyproject.toml
PyPIstrawberry-graphql>=0.314.0,<1.0pyproject.toml
PyPIuvicorn>=0.48.0,<1.0pyproject.toml
PyPIuvloop>=0.21.0,<1.0pyproject.toml
PyPIboto3>=1.42.0,<2.0pyproject.toml
PyPIduckdb==1.4.4pyproject.toml
PyPIlancedb>=0.30.0,<0.31pyproject.toml
PyPIladybug==0.18.1pyproject.toml
PyPIalembic>=1.18.0,<2.0pyproject.toml
PyPIpsycopg2-binary>=2.9.0,<3.0pyproject.toml
PyPIsqlalchemy>=2.0.0,<3.0pyproject.toml
PyPIredis>=8.0.0,<9.0pyproject.toml
PyPIopensearch-py>=3.0.0,<4.0pyproject.toml
PyPIdagster>=1.13.1,<2.0pyproject.toml
PyPIdagster-webserver>=1.13.3,<2.0pyproject.toml
PyPIdagster-postgres>=0.29.0,<1.0pyproject.toml
PyPIdagster-aws>=0.29.11,<1.0pyproject.toml
PyPIdbt-core>=1.11.0,<2.0pyproject.toml
PyPIdbt-duckdb>=1.10.0,<2.0pyproject.toml
PyPIarelle-release==2.39.5pyproject.toml
PyPIfastembed>=0.8.0,<1.0pyproject.toml
PyPIicebug>=12.0,<13.0pyproject.toml
PyPInumpy>=2.4.0,<3.0pyproject.toml
PyPIpandas>=2.3.0,<3.0pyproject.toml
PyPIpyarrow>=24.0.0pyproject.toml
PyPIrdflib>=7.0.0,<8.0pyproject.toml
PyPIintuit-oauth>=1.2.0,<2.0pyproject.toml
PyPIpython-quickbooks>=0.9.0,<1.0pyproject.toml
PyPIstripe>=11.1.0,<12.0pyproject.toml
PyPIopentelemetry-api>=1.41.0,<2.0pyproject.toml
PyPIopentelemetry-exporter-otlp>=1.41.0,<2.0pyproject.toml
PyPIopentelemetry-sdk>=1.41.0,<2.0pyproject.toml
PyPIopentelemetry-instrumentation-aiohttp-client>=0.64b0,<1.0pyproject.toml
PyPIopentelemetry-instrumentation-fastapi>=0.55b0,<1.0pyproject.toml
PyPIopentelemetry-instrumentation-psycopg2>=0.55b0,<1.0pyproject.toml
PyPIopentelemetry-instrumentation-requests>=0.55b0,<1.0pyproject.toml
PyPIaiohttp>=3.14.0pyproject.toml
PyPIbcrypt>=5.0.0,<6.0pyproject.toml
PyPIbeautifulsoup4>=4.13.0,<5.0pyproject.toml
PyPIemail-validator>=2.2.0,<3.0pyproject.toml
PyPIholidays>=0.76.0,<1.0pyproject.toml
PyPIhttptools>=0.6.0,<1.0pyproject.toml
PyPIhttpx-sse>=0.4.0pyproject.toml
PyPIhttpx>=0.28.0pyproject.toml
PyPIlxml>=6.1.0,<7.0pyproject.toml
PyPIpillow>=12.2.0pyproject.toml
PyPIpsutil>=7.2.1,<8.0pyproject.toml
PyPIpydantic>=2.11.0,<3.0pyproject.toml
PyPIpyjwt>=2.10.0,<3.0pyproject.toml
PyPIpython-multipart>=0.0.27,<1.0pyproject.toml
PyPIpython-ulid>=3.0.0pyproject.toml
PyPIpyyaml>=6.0.0,<7.0pyproject.toml
PyPIrequests>=2.34.2,<3.0pyproject.toml
PyPIretrying>=1.4.0,<2.0pyproject.toml
PyPIuuid6>=2025.0.0pyproject.toml
PyPIpyshacl>=0.26,<0.31pyproject.toml
Todas las dependencias 234

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 58 paquetes directos y 176 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIaiohttp3.14.1directa
PyPIalembic1.18.4directa
PyPIarelle-release2.39.5directa
PyPIbcrypt5.0.0directa
PyPIbeautifulsoup44.15.0directa
PyPIboto31.43.29directa
PyPIdagster1.13.11directa
PyPIdagster-aws0.29.11directa
PyPIdagster-postgres0.29.11directa
PyPIdagster-webserver1.13.11directa
PyPIdbt-core1.11.11directa
PyPIdbt-duckdb1.10.1directa
PyPIduckdb1.4.4directa
PyPIemail-validator2.3.0directa
PyPIfastapi0.139.0directa
PyPIfastembed0.8.0directa
PyPIholidays0.98directa
PyPIhttptools0.8.0directa
PyPIhttpx0.28.1directa
PyPIhttpx-sse0.4.3directa
PyPIicebug12.9directa
PyPIintuit-oauth1.2.6directa
PyPIladybug0.18.1directa
PyPIlancedb0.30.2directa
PyPIlxml6.1.1directa
PyPInumpy2.4.6directa
PyPIopensearch-py3.2.0directa
PyPIopentelemetry-api1.43.0directa
PyPIopentelemetry-exporter-otlp1.43.0directa
PyPIopentelemetry-instrumentation-aiohttp-client0.64b0directa
PyPIopentelemetry-instrumentation-fastapi0.64b0directa
PyPIopentelemetry-instrumentation-psycopg20.64b0directa
PyPIopentelemetry-instrumentation-requests0.64b0directa
PyPIopentelemetry-sdk1.43.0directa
PyPIpandas2.3.3directa
PyPIpillow12.2.0directa
PyPIpsutil7.2.2directa
PyPIpsycopg2-binary2.9.12directa
PyPIpyarrow24.0.0directa
PyPIpydantic2.13.4directa
PyPIpyjwt2.13.0directa
PyPIpyshacl0.30.1directa
PyPIpython-multipart0.0.32directa
PyPIpython-quickbooks0.9.12directa
PyPIpython-ulid3.1.0directa
PyPIpyyaml6.0.3directa
PyPIrdflib7.6.0directa
PyPIredis8.0.0directa
PyPIrequests2.34.2directa
PyPIretrying1.4.2directa
PyPIsqlalchemy2.0.50directa
PyPIsse-starlette3.4.4directa
PyPIstarlette1.3.1directa
PyPIstrawberry-graphql0.316.0directa
PyPIstripe11.6.0directa
PyPIuuid62025.0.1directa
PyPIuvicorn0.49.0directa
PyPIuvloop0.22.1directa
PyPIagate1.9.1indirecta
PyPIaiohappyeyeballs2.6.2indirecta
PyPIaiosignal1.4.0indirecta
PyPIannotated-doc0.0.4indirecta
PyPIannotated-types0.7.0indirecta
PyPIantlr4-python3-runtime4.13.2indirecta
PyPIanyio4.13.0indirecta
PyPIasgiref3.11.1indirecta
PyPIattrs26.1.0indirecta
PyPIaws-sam-translator1.110.0indirecta
PyPIawscli-local0.22.2indirecta
PyPIbabel2.18.0indirecta
PyPIbackoff2.2.1indirecta
PyPIbasedpyright1.39.7indirecta
PyPIbotocore1.43.29indirecta
PyPIbottle0.13.4indirecta
PyPIcertifi2026.5.20indirecta
PyPIcffi2.0.0indirecta
PyPIcfn-lint1.51.4indirecta
PyPIcharset-normalizer3.4.7indirecta
PyPIclick8.4.1indirecta
PyPIcolorama0.4.6indirecta
PyPIcoloredlogs14.0indirecta
PyPIcoverage7.14.1indirecta
PyPIcross-web0.7.0indirecta
PyPIcryptography49.0.0indirecta
PyPIcython3.2.5indirecta
PyPIdaff1.4.2indirecta
PyPIdagster-graphql1.13.11indirecta
PyPIdagster-pipes1.13.11indirecta
PyPIdagster-shared1.13.11indirecta
PyPIdbt-adapters1.24.2indirecta
PyPIdbt-common1.38.0indirecta
PyPIdbt-extractor0.6.0indirecta
PyPIdbt-protos1.0.514indirecta
PyPIdbt-semantic-interfaces0.9.0indirecta
PyPIdeepdiff8.6.2indirecta
PyPIdeprecation2.1.0indirecta
PyPIdnspython2.8.0indirecta
PyPIdocstring-parser0.18.0indirecta
PyPIenum-compat0.0.3indirecta
PyPIet-xmlfile2.0.0indirecta
PyPIevents0.5indirecta
PyPIfilelock3.29.3indirecta
PyPIflatbuffers25.12.19indirecta
PyPIfrozenlist1.8.0indirecta
PyPIfsspec2026.4.0indirecta
PyPIgoogleapis-common-protos1.75.0indirecta
PyPIgql4.0.0indirecta
PyPIgraphene3.4.3indirecta
PyPIgraphql-core3.2.11indirecta
PyPIgraphql-relay3.2.0indirecta
PyPIgreenlet3.5.1indirecta
PyPIgrpcio1.81.1indirecta
PyPIgrpcio-health-checking1.81.1indirecta
PyPIh110.16.0indirecta
PyPIhf-xet1.5.1indirecta
PyPIhtml5rdf1.2.1indirecta
PyPIhttpcore1.0.9indirecta
PyPIhuggingface-hub1.19.0indirecta
PyPIhumanfriendly10.0indirecta
PyPIicebug-format1.0.0indirecta
PyPIidna3.18indirecta
PyPIimportlib-metadata8.9.0indirecta
PyPIiniconfig2.3.0indirecta
PyPIisodate0.7.2indirecta
PyPIjaconv0.5.0indirecta
PyPIjinja23.1.6indirecta
PyPIjmespath1.1.0indirecta
PyPIjsonpatch1.33indirecta
PyPIjsonpointer3.1.1indirecta
PyPIjsonschema4.26.0indirecta
PyPIjsonschema-specifications2025.9.1indirecta
PyPIlance-namespace0.8.6indirecta
PyPIlance-namespace-urllib3-client0.8.6indirecta
PyPIleather0.4.1indirecta
PyPIlocalstack-client2.11indirecta
PyPIloguru0.7.3indirecta
PyPImako1.3.12indirecta
PyPImarkdown-it-py4.2.0indirecta
PyPImarkupsafe3.0.3indirecta
PyPImashumaro3.14indirecta
PyPImdurl0.1.2indirecta
PyPImmh35.2.1indirecta
PyPImore-itertools10.8.0indirecta
PyPImoto5.2.2indirecta
PyPImpmath1.3.0indirecta
PyPImsgpack1.2.1indirecta
PyPImultidict6.7.1indirecta
PyPInetworkx3.6.1indirecta
PyPInodejs-wheel-binaries24.16.0indirecta
PyPIoauthlib3.3.1indirecta
PyPIonnxruntime1.26.0indirecta
PyPIopenpyxl3.1.5indirecta
PyPIopensearch-protobufs1.2.0indirecta
PyPIopentelemetry-exporter-otlp-proto-common1.43.0indirecta
PyPIopentelemetry-exporter-otlp-proto-grpc1.43.0indirecta
PyPIopentelemetry-exporter-otlp-proto-http1.43.0indirecta
PyPIopentelemetry-instrumentation0.64b0indirecta
PyPIopentelemetry-instrumentation-asgi0.64b0indirecta
PyPIopentelemetry-instrumentation-dbapi0.64b0indirecta
PyPIopentelemetry-proto1.43.0indirecta
PyPIopentelemetry-semantic-conventions0.64b0indirecta
PyPIopentelemetry-util-http0.64b0indirecta
PyPIorderly-set5.5.0indirecta
PyPIowlrl7.1.4indirecta
PyPIpackaging26.2indirecta
PyPIparsedatetime2.6indirecta
PyPIpathlib-abc0.5.2indirecta
PyPIpathspec0.12.1indirecta
PyPIplatformdirs4.10.0indirecta
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        {
          "type": "Bot",
          "login": "github-actions[bot]",
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          "avatar_url": "https://avatars.githubusercontent.com/in/15368?v=4"
        },
        {
          "type": "Bot",
          "login": "dependabot[bot]",
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            "name": "Dangerous-Workflow",
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            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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            "name": "Dependency-Update-Tool",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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            "name": "Fuzzing",
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            "reason": "license file detected",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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            "name": "Vulnerabilities",
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              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 46,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 21,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 3,
              "top_contributor_share": 0.919
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 92% of commits",
                "points": 1.8,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 92
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "3 contributors",
                "points": 4.1,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "merged_prs": 827,
              "open_issues": 3,
              "closed_issues": 13,
              "issue_closed_ratio": 0.812,
              "closed_unmerged_prs": 29
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "81% of issues closed",
                "points": 38,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 81
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "827/856 decided PRs merged",
                "points": 37,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 827,
                      "decided": 856
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/15 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 46,
            "inputs": {
              "followers": 5,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "RoboFinSystems",
              "public_repos": 12,
              "account_age_days": 414
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "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": "5 followers of RoboFinSystems",
                "points": 5.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 5,
                      "login": "RoboFinSystems"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "12 public repos, account ~1 yr old",
                "points": 10.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 12
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 74,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "27 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 27
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "aws",
                "fastapi",
                "knowledge-graph",
                "mcp-server",
                "xbrl",
                "arelle",
                "postgresql",
                "financial",
                "financial-data",
                "financial-analysis",
                "accounting",
                "robosystems",
                "duckdb",
                "ladybugdb",
                "context-graph",
                "dagster",
                "dbt",
                "ai",
                "mcp",
                "opensearch"
              ],
              "has_wiki": true,
              "homepage": "https://robosystems.ai",
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://robosystems.ai",
                "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": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 58,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 58,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/15 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no 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",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "8 existing vulnerabilities detected",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 65,
        "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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 25763
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 62,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
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              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "justfile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "justfile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "justfile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 112339,
              "source_files_sampled": 1632,
              "oversized_source_files": 13
            },
            "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": "13/1632 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1632,
                      "oversized": 13
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Could not fetch pypi package 'robosystems' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-17T23:11:06.936419Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/robofinsystems/robosystems.svg",
  "full_name": "robofinsystems/robosystems",
  "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 v0.12.0 — metodología completa · wiki de métricas.

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