Registro público
Informe de salud del softwareesquema 0.11.0 · métricas 1.13.0 · 2026-07-15 16:59 UTC

azure / gpt-rag-orchestrator

The GPT-RAG Orchestrator service is an agentic orchestration layer built on Microsoft Foundry Agent Service and the Microsoft Agent framework. It enables agent-based RAG workflows by coordinating multiple specialized agents to collaboratively generate accurate, context-aware responses for complex user queries.

PythonMIT★ 96 estrellas⑂ 112 forksdesde jun 2023Ver en GitHub ↗

azure/gpt-rag-orchestrator tiene un índice de salud de 71 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (92/100) y la más baja, Security (55/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

71
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.

71
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

Microsoft AzureOrganización
15.021 seguidores2723 repositorios públicosdesde mar 2014

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?

92Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
21.5/36Cadencia de commits — 31/52 semanas con commits
18/18Volumen de commits — 235 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year235
human_commit_share
days_since_last_push0
active_weeks_last_year31
Cómo se puntúa
27/27Publica versiones — 51 versiones publicadas
36/36Recencia de las versiones — última versión hace 1 días
27/27Cadencia de publicación — una versión cada ~2 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count51
latest_release_tagv3.5.0
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases2
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?

61Moderado · 18% del índice global
Cómo se puntúa
32.1/60Estrellas — 96 estrellas
17/25Forks — 112 forks
3.3/15Observadores — 5 observadores
Datos de entrada utilizados
forks112
stars96
watchers5
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
0/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conduct
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?

63Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
5.1/22.5Distribución de commits — el principal contribuyente firma el 77% de los commits
13.5/13.5Amplitud de contribuyentes — 18 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Datos de entrada utilizados
bus_factor1
contributors_sampled18
top_contributor_share0,774
Cómo se puntúa
45.1/46.8Resolución de issues — 96% de issues cerradas
32/38.3Aceptación de PR — 185/221 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/19 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs185
open_issues1
closed_issues27
issue_closed_ratio0,964
closed_unmerged_prs36
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
25/25Alcance del propietario — 15.021 seguidores de Azure
25/25Trayectoria — 2723 repos públicos, cuenta de ~12 años
Datos de entrada utilizados
followers15.021
owner_typeOrganization
is_verified
owner_loginAzure
public_repos2723
account_age_days4516

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

78Bueno · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 3 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — eslint.config.js
0/9.6Hooks de pre-commit
0/6.4.editorconfig
16/20OpenSSF Scorecard: CI-Tests — 12 out of 15 merged PRs checked by a CI test -- score normalized to 8
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_configno
Cómo se puntúa
30/30README
25/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics
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?

55Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
2/2.5CI-Tests — 12 out of 15 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/19 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
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 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
2/5SAST — SAST tool is not run on all commits -- score normalized to 4
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 29 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate5,5
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, 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.

70Bueno · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — .github/copilot-instructions.md, 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_files.github/copilot-instructions.md, AGENTS.md
agent_instruction_max_bytes8764
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
11/11Configuración de lint / formato — eslint.config.js
11/11Verificación estática de tipos — frontend/tsconfig.json
10/10Entorno reproducible — devcontainer, Dockerfile, lockfile
0/10Práctica demostrada con agentes — sin datos
5/8Mantenimiento automatizado — automatización de dependencias configurada, no observada en los commits muestreados
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilespackage-lock.json
has_dockerfile
typed_languageno
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configsfrontend/tsconfig.json
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
27/45Código verificable por tipos — Python con configuración de verificación de tipos (frontend/tsconfig.json)
54.5/55Tamaños de archivo manejables — 1/118 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes74.301
source_files_sampled118
oversized_source_files1
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
20/20Servidor MCP
40/40Ejemplos ejecutables — notebooks, samples
Datos de entrada utilizados
example_dirsnotebooks, samples
has_mcp_signal
api_schema_files

Datos clave

96estrellas de GitHub
18contribuidores
235commits en los últimos 12 meses
0días desde el último push
51versiones publicadas
1factor bus
1issues abiertas
npm, PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Could not fetch pypi package 'gpt-rag-orchestrator' from its registry

Más detalle

OpenSSF Scorecard 5.5 / 10
5.5agregado

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 · 2026-07-15 16:59 UTC

10Binary-Artifactsno binaries found in the repo
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
8CI-Tests12 out of 15 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/19 approved changesets -- score normalized to 0
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
4SASTSAST tool is not run on all commits -- score normalized to 4
10Security-Policysecurity policy file detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities29 existing vulnerabilities detected
Dependencias directas 52
RegistroPaqueteRestricción de versiónManifiesto
npm@radix-ui/react-dialog^1.1.15frontend/package.json
npm@radix-ui/react-dropdown-menu^2.1.16frontend/package.json
npm@radix-ui/react-select^2.2.6frontend/package.json
npm@radix-ui/react-slot^1.2.4frontend/package.json
npm@tailwindcss/typography^0.5.20frontend/package.json
npmautoprefixer^10.4.27frontend/package.json
npmclass-variance-authority^0.7.1frontend/package.json
npmclsx^2.1.1frontend/package.json
npmlucide-react^1.7.0frontend/package.json
npmnext-themes^0.4.6frontend/package.json
npmpostcss^8.5.15frontend/package.json
npmreact^18.3.1frontend/package.json
npmreact-dom^18.3.1frontend/package.json
npmrecharts^2.13.3frontend/package.json
npmtailwind-merge^3.5.0frontend/package.json
npmtailwindcss^3.4.19frontend/package.json
npmtailwindcss-animate^1.0.7frontend/package.json
PyPIagent-framework-azure-ai==1.0.0b260116pyproject.toml
PyPIagent-framework-azure-ai-search==1.0.0b260116pyproject.toml
PyPIagent-framework-core==1.0.0b260116pyproject.toml
PyPIazure-ai-agents>=1.2.0b5pyproject.toml
PyPIazure-ai-projects==2.0.0b3pyproject.toml
PyPIazure-appconfiguration>=1.7.1pyproject.toml
PyPIazure-appconfiguration-provider>=2.3.1pyproject.toml
PyPIazure-cosmos>=4.5.1pyproject.toml
PyPIazure-identity>=1.21.0pyproject.toml
PyPIazure-keyvault-secrets>=4.8.0pyproject.toml
PyPIazure-monitor-opentelemetry>=1.8.4pyproject.toml
PyPIazure-search-documents>=11.7.0b2pyproject.toml
PyPIazure-storage-blob>=12.25.1pyproject.toml
PyPIfastapi>=0.115.12pyproject.toml
PyPIuvicorn>=0.34.1pyproject.toml
PyPIpython-multipart>=0.0.21pyproject.toml
PyPIsse-starlette>=3.0.3pyproject.toml
PyPIaiohttp>=3.12.14pyproject.toml
PyPIhttpx>=0.28.1pyproject.toml
PyPIhttpx-sse>=0.4.3pyproject.toml
PyPIopentelemetry-api>=1.39.0pyproject.toml
PyPIopentelemetry-sdk>=1.39.0pyproject.toml
PyPIopentelemetry-instrumentation-fastapi>=0.60b0pyproject.toml
PyPIopentelemetry-instrumentation-httpx>=0.60b0pyproject.toml
PyPIopenai>=2.9.0pyproject.toml
PyPIsemantic-kernel>=1.34.0pyproject.toml
PyPItiktoken>=0.7.0pyproject.toml
PyPIpydantic>=2.11.4pyproject.toml
PyPIpydantic-settings>=2.12.0pyproject.toml
PyPIpyodbc>=5.1.0pyproject.toml
PyPIjinja2>=3.1.6pyproject.toml
PyPIpython-dotenv>=1.1.0pyproject.toml
PyPItenacity>=9.1.2pyproject.toml
PyPIpyyaml>=6.0.3pyproject.toml
PyPImcp>=1.25.0pyproject.toml
Todas las dependencias 421

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 71 paquetes directos y 350 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
npm@radix-ui/react-dialog1.1.17directa
npm@radix-ui/react-dropdown-menu2.1.18directa
npm@radix-ui/react-select2.3.1directa
npm@radix-ui/react-slot1.3.0directa
npm@tailwindcss/typography0.5.20directa
npmautoprefixer10.5.0directa
npmclass-variance-authority0.7.1directa
npmclsx2.1.1directa
npmlucide-react1.21.0directa
npmnext-themes0.4.6directa
npmpostcss8.5.15directa
npmreact18.3.1directa
npmreact-dom18.3.1directa
npmrecharts2.15.4directa
npmtailwind-merge3.6.0directa
npmtailwindcss3.4.19directa
npmtailwindcss-animate1.0.7directa
PyPIagent-framework-azure-ai1.0.0b260116directa
PyPIagent-framework-azure-ai-search1.0.0b260116directa
PyPIagent-framework-core1.0.0b260116directa
PyPIaiohttpdirecta
PyPIaiohttp3.13.4directa
PyPIazure-ai-agentsdirecta
PyPIazure-ai-projects2.0.0b3directa
PyPIazure-appconfigurationdirecta
PyPIazure-appconfiguration1.7.1directa
PyPIazure-appconfiguration-providerdirecta
PyPIazure-cosmosdirecta
PyPIazure-cosmos4.5.1directa
PyPIazure-identitydirecta
PyPIazure-identity1.21.0directa
PyPIazure-keyvault-secretsdirecta
PyPIazure-keyvault-secrets4.8.0directa
PyPIazure-monitor-opentelemetrydirecta
PyPIazure-monitor-opentelemetry1.8.7directa
PyPIazure-search-documentsdirecta
PyPIazure-search-documents11.7.0b2directa
PyPIazure-storage-blobdirecta
PyPIazure-storage-blob12.25.1directa
PyPIfastapidirecta
PyPIfastapi0.115.12directa
PyPIhttpxdirecta
PyPIhttpx-ssedirecta
PyPIjinja2directa
PyPIjinja23.1.6directa
PyPImcpdirecta
PyPIopenaidirecta
PyPIopenai2.41.1directa
PyPIopentelemetry-apidirecta
PyPIopentelemetry-instrumentation-fastapidirecta
PyPIopentelemetry-instrumentation-fastapi0.61b0directa
PyPIopentelemetry-instrumentation-httpxdirecta
PyPIopentelemetry-instrumentation-httpx0.61b0directa
PyPIopentelemetry-sdkdirecta
PyPIpydanticdirecta
PyPIpydantic2.11.4directa
PyPIpydantic-settingsdirecta
PyPIpyodbcdirecta
PyPIpyodbc5.1.0directa
PyPIpython-dotenvdirecta
PyPIpython-dotenv1.2.2directa
PyPIpython-multipartdirecta
PyPIpyyamldirecta
PyPIsemantic-kerneldirecta
PyPIsemantic-kernel1.34.0directa
PyPIsse-starlettedirecta
PyPItenacitydirecta
PyPItiktokendirecta
PyPItiktoken0.13.0directa
PyPIuvicorndirecta
PyPIuvicorn0.49.0directa
npm@alloc/quick-lru5.2.0indirecta
npm@babel/runtime7.29.7indirecta
npm@esbuild/aix-ppc640.21.5indirecta
npm@esbuild/android-arm0.21.5indirecta
npm@esbuild/android-arm640.21.5indirecta
npm@esbuild/android-x640.21.5indirecta
npm@esbuild/darwin-arm640.21.5indirecta
npm@esbuild/darwin-x640.21.5indirecta
npm@esbuild/freebsd-arm640.21.5indirecta
npm@esbuild/freebsd-x640.21.5indirecta
npm@esbuild/linux-arm0.21.5indirecta
npm@esbuild/linux-arm640.21.5indirecta
npm@esbuild/linux-ia320.21.5indirecta
npm@esbuild/linux-loong640.21.5indirecta
npm@esbuild/linux-mips64el0.21.5indirecta
npm@esbuild/linux-ppc640.21.5indirecta
npm@esbuild/linux-riscv640.21.5indirecta
npm@esbuild/linux-s390x0.21.5indirecta
npm@esbuild/linux-x640.21.5indirecta
npm@esbuild/netbsd-x640.21.5indirecta
npm@esbuild/openbsd-x640.21.5indirecta
npm@esbuild/sunos-x640.21.5indirecta
npm@esbuild/win32-arm640.21.5indirecta
npm@esbuild/win32-ia320.21.5indirecta
npm@esbuild/win32-x640.21.5indirecta
npm@eslint-community/eslint-utils4.9.1indirecta
npm@eslint-community/regexpp4.12.2indirecta
npm@eslint/config-array0.21.2indirecta
npm@eslint/config-helpers0.4.2indirecta
npm@eslint/core0.17.0indirecta
npm@eslint/eslintrc3.3.5indirecta
npm@eslint/js9.39.4indirecta
npm@eslint/object-schema2.1.7indirecta
npm@eslint/plugin-kit0.4.1indirecta
npm@floating-ui/core1.7.5indirecta
npm@floating-ui/dom1.7.6indirecta
npm@floating-ui/react-dom2.1.8indirecta
npm@floating-ui/utils0.2.11indirecta
npm@humanfs/core0.19.2indirecta
npm@humanfs/node0.16.8indirecta
npm@humanfs/types0.15.0indirecta
npm@humanwhocodes/module-importer1.0.1indirecta
npm@humanwhocodes/retry0.4.3indirecta
npm@jridgewell/gen-mapping0.3.13indirecta
npm@jridgewell/resolve-uri3.1.2indirecta
npm@jridgewell/sourcemap-codec1.5.5indirecta
npm@jridgewell/trace-mapping0.3.31indirecta
npm@nodelib/fs.scandir2.1.5indirecta
npm@nodelib/fs.stat2.0.5indirecta
npm@nodelib/fs.walk1.2.8indirecta
npm@radix-ui/number1.1.2indirecta
npm@radix-ui/primitive1.1.4indirecta
npm@radix-ui/react-arrow1.1.10indirecta
npm@radix-ui/react-collection1.1.10indirecta
npm@radix-ui/react-compose-refs1.1.3indirecta
npm@radix-ui/react-context1.1.4indirecta
npm@radix-ui/react-direction1.1.2indirecta
npm@radix-ui/react-dismissable-layer1.1.13indirecta
npm@radix-ui/react-focus-guards1.1.4indirecta
npm@radix-ui/react-focus-scope1.1.10indirecta
npm@radix-ui/react-id1.1.2indirecta
npm@radix-ui/react-menu2.1.18indirecta
npm@radix-ui/react-popper1.3.1indirecta
npm@radix-ui/react-portal1.1.12indirecta
npm@radix-ui/react-presence1.1.6indirecta
npm@radix-ui/react-primitive2.1.6indirecta
npm@radix-ui/react-roving-focus1.1.13indirecta
npm@radix-ui/react-use-callback-ref1.1.2indirecta
npm@radix-ui/react-use-controllable-state1.2.3indirecta
npm@radix-ui/react-use-effect-event0.0.3indirecta
npm@radix-ui/react-use-escape-keydown1.1.2indirecta
npm@radix-ui/react-use-layout-effect1.1.2indirecta
npm@radix-ui/react-use-previous1.1.2indirecta
npm@radix-ui/react-use-rect1.1.2indirecta
npm@radix-ui/react-use-size1.1.2indirecta
npm@radix-ui/react-visually-hidden1.2.6indirecta
npm@radix-ui/rect1.1.2indirecta
npm@rolldown/pluginutils1.0.0-beta.27indirecta
npm@rollup/rollup-android-arm-eabi4.62.0indirecta
npm@rollup/rollup-android-arm644.62.0indirecta
npm@rollup/rollup-darwin-arm644.62.0indirecta
npm@rollup/rollup-darwin-x644.62.0indirecta
npm@rollup/rollup-freebsd-arm644.62.0indirecta
npm@rollup/rollup-freebsd-x644.62.0indirecta
npm@rollup/rollup-linux-arm-gnueabihf4.62.0indirecta
npm@rollup/rollup-linux-arm-musleabihf4.62.0indirecta
npm@rollup/rollup-linux-arm64-gnu4.62.0indirecta
npm@rollup/rollup-linux-arm64-musl4.62.0indirecta
npm@rollup/rollup-linux-loong64-gnu4.62.0indirecta
npm@rollup/rollup-linux-loong64-musl4.62.0indirecta
npm@rollup/rollup-linux-ppc64-gnu4.62.0indirecta
npm@rollup/rollup-linux-ppc64-musl4.62.0indirecta
npm@rollup/rollup-linux-riscv64-gnu4.62.0indirecta
npm@rollup/rollup-linux-riscv64-musl4.62.0indirecta
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        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 55,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 5.5
            },
            "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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "12 out of 15 merged PRs checked by a CI test -- score normalized to 8",
                "points": 2,
                "status": "partial",
                "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 0/19 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "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",
                "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 0 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 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 4",
                "points": 2,
                "status": "partial",
                "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": "29 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "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": 8
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 70,
        "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": [
                ".github/copilot-instructions.md",
                "AGENTS.md"
              ],
              "agent_instruction_max_bytes": 8764
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md, AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md, AGENTS.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": 66,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "frontend/tsconfig.json"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "frontend/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "frontend/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, 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 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 74301,
              "source_files_sampled": 118,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (frontend/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "frontend/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/118 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 118,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "notebooks",
                "samples"
              ],
              "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": "notebooks, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "notebooks, samples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Could not fetch pypi package 'gpt-rag-orchestrator' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-15T16:59:27.465087Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/azure/gpt-rag-orchestrator.svg",
  "full_name": "azure/gpt-rag-orchestrator",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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 v0.11.0 — metodología completa · wiki de métricas.

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