Registro público
Informe de salud del softwareesquema 0.15.0 · métricas 1.13.0 · 2026-07-20 07:53 UTC

reflex-dev / reflex

🕸️ Web apps in pure Python 🐍

PythonApache-2.0★ 28.662 estrellas⑂ 1745 forksdesde oct 2022Ver en GitHub ↗

reflex-dev/reflex tiene un índice de salud de 89 sobre 100, lo que lo sitúa en la banda Excelente. Su puntuación más alta es Vitality (99/100) y la más baja, AI Readiness (69/100). Se actualizó por última vez hace 2 días. 3 personas concentran la mayor parte del trabajo reciente.

89
global / 100
Excelente

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.

89
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

ReflexOrganización
1553 seguidores34 repositorios públicosdesde may 2022

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

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
PyPIreflex0.9.7301.966376hace 4 díasframeworkweb

Métricas por categoría

Vitalidad

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

99Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 2 días
33.9/36Cadencia de commits — 49/52 semanas con commits
18/18Volumen de commits — 603 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year603
human_commit_share
days_since_last_push2
active_weeks_last_year49
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 2 días
27/27Cadencia de publicación — una versión cada ~4,1 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count100
latest_release_tagreflex-site-shared-v0.0.38
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases4,1
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?

94Excelente · 18% del índice global
Cómo se puntúa
60/60Estrellas — 28.662 estrellas
25/25Forks — 1745 forks
12.5/15Observadores — 180 observadores
Datos de entrada utilizados
forks1745
stars28.662
watchers180
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
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_contributing
has_issue_templateno
has_code_of_conduct
has_pull_request_template
Cómo se puntúa
73.1/80Descargas mensuales — 301.966 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesreflex
dependents
ecosystemspypi
total_downloads
monthly_downloads301.966
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

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

84Bueno · 24% del índice global
Cómo se puntúa
36/54Factor bus — la mitad de los commits recae en 3 contribuyente(s)
17.4/22.5Distribución de commits — el principal contribuyente firma el 23% de los commits
13.5/13.5Amplitud de contribuyentes — 100 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 26 contributing companies or organizations
Datos de entrada utilizados
bus_factor3
contributors_sampled100
top_contributor_share0,228
Cómo se puntúa
42/46.8Resolución de issues — 90% de issues cerradas
33.6/38.3Aceptación de PR — 3228/3673 PR decididos fusionados
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Datos de entrada utilizados
merged_prs3228
open_issues239
closed_issues2104
issue_closed_ratio0,898
closed_unmerged_prs445
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
22.9/25Alcance del propietario — 1553 seguidores de reflex-dev
19.7/25Trayectoria — 34 repos públicos, cuenta de ~4 años
Datos de entrada utilizados
followers1553
owner_typeOrganization
is_verified
owner_loginreflex-dev
public_repos34
account_age_days1540
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 4 días
20/20Historial de versiones — 376 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesreflex
ecosystemspypi
any_deprecatedno
min_days_since_publish4

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

90Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 18 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
16/20OpenSSF Scorecard: CI-Tests — 26 out of 30 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_config

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://reflex.dev
10/10Descripción del repositorio
10/10Topics — 11 topics
0/10Wiki
Datos de entrada utilizados
topicspython, framework, open-source, gui, dashboard, fullstack, webapp, data-analysis, data-science, data-visualization, developer-tools
has_wikino
homepagehttps://reflex.dev
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?

78Bueno · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2/2.5CI-Tests — 26 out of 30 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
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 26 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
2/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
4.5/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — sin datos
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — sin datos
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate7,8
Excluidos de la puntuación (sin datos o no aplicable): packaging, signed_releases, vulnerabilities. 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.

69Moderado · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — AGENTS.md, CLAUDE.md, docs/app/CLAUDE.md, packages/integrations-docs/src/integrations_docs/docs/gemini.md
0/15Documentación legible por máquinas (llms.txt)
0/40Historial de commits legible — sin datos
Datos de entrada utilizados
has_llms_txtno
legible_history_share
agent_instruction_filesAGENTS.md, CLAUDE.md, docs/app/CLAUDE.md, packages/integrations-docs/src/integrations_docs/docs/gemini.md
agent_instruction_max_bytes6648
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
11/11Verificación estática de tipos — packages/reflex-base/src/reflex_base/.templates/web/jsconfig.json, packages/reflex-base/src/reflex_base/py.typed, packages/reflex-docgen/src/reflex_docgen/py.typed, reflex/py.typed
10/10Entorno reproducible — devcontainer, Dockerfile, lockfile
0/10Práctica demostrada con agentes — sin datos
0/8Mantenimiento automatizado — sin datos
4/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
Datos de entrada utilizados
has_nixno
has_tests
lockfilesuv.lock
has_dockerfile
typed_languageno
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configspackages/reflex-base/src/reflex_base/.templates/web/jsconfig.json, packages/reflex-base/src/reflex_base/py.typed, packages/reflex-docgen/src/reflex_docgen/py.typed, reflex/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes, Mantenimiento automatizado. Los pesos restantes se han renormalizado.
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (packages/reflex-base/src/reflex_base/.templates/web/jsconfig.json, packages/reflex-base/src/reflex_base/py.typed, packages/reflex-docgen/src/reflex_docgen/py.typed, reflex/py.typed)
54/55Tamaños de archivo manejables — 16/871 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes178.863
source_files_sampled871
oversized_source_files16
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — recipes
Datos de entrada utilizados
example_dirsrecipes
has_mcp_signalno
api_schema_files

Datos clave

28.662estrellas de GitHub
100contribuidores
603commits en los últimos 12 meses
2días desde el último push
100versiones publicadas
3factor bus
239issues abiertas
PyPIecosistemas de paquetes

Más detalle

OpenSSF Scorecard 7.8 / 10
7.8agregado

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 · 2026-07-20 07:52 UTC

10Binary-Artifactsno binaries found in the repo
1Branch-Protectionbranch protection is not maximal on development and all release branches
8CI-Tests26 out of 30 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 26 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
4Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 4
9SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
n/dSigned-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
n/dVulnerabilitiesinternal error: vulnerabilitiesClient.ListUnfixedVulnerabilities: osvscanner.DoScan: client error: status="400 Bad Request" body={"code":3,"message":"error in query at index 120: rpc error: code = InvalidArgument desc = invalid hash"}
Dependencias directas 26
RegistroPaqueteRestricción de versiónManifiesto
PyPIclick>=8.2pyproject.toml
PyPIgranian>=2.7.4pyproject.toml
PyPIhttpx>=0.26,<1.0pyproject.toml
PyPIpackaging>=24.2,<27pyproject.toml
PyPIpsutil>=7.0.0,<8.0pyproject.toml
PyPIpython-multipart>=0.0.32,<1.0pyproject.toml
PyPIpython-socketio>=5.12.0,<6.0pyproject.toml
PyPIredis>=6.4,<8.0pyproject.toml
PyPIrich>=13,<16pyproject.toml
PyPIstarlette>=1.3.1pyproject.toml
PyPItyping_extensions>=4.13.0pyproject.toml
PyPIwrapt>=1.17.0,<2.2pyproject.toml
PyPIreflex-base>= 0.9.7pyproject.toml
PyPIreflex-components-code>= 0.9.0pyproject.toml
PyPIreflex-components-core>= 0.9.6pyproject.toml
PyPIreflex-components-dataeditor>= 0.9.0pyproject.toml
PyPIreflex-components-gridjs>= 0.9.0pyproject.toml
PyPIreflex-components-lucide>= 0.9.0pyproject.toml
PyPIreflex-components-markdown>= 0.9.0pyproject.toml
PyPIreflex-components-moment>= 0.9.0pyproject.toml
PyPIreflex-components-plotly>= 0.9.0pyproject.toml
PyPIreflex-components-radix>= 0.9.2pyproject.toml
PyPIreflex-components-react-player>= 0.9.0pyproject.toml
PyPIreflex-components-recharts>= 0.9.0pyproject.toml
PyPIreflex-components-sonner>= 0.9.0pyproject.toml
PyPIreflex-hosting-cli>= 0.1.66pyproject.toml
Todas las dependencias 283

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 26 paquetes directos y 257 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIclickdirecta
PyPIclick8.4.1directa
PyPIgranian2.7.7directa
PyPIhttpxdirecta
PyPIhttpx0.28.1directa
PyPIpackagingdirecta
PyPIpackaging26.2directa
PyPIpsutil7.2.2directa
PyPIpython-multipartdirecta
PyPIpython-multipart0.0.32directa
PyPIpython-socketio5.16.3directa
PyPIredis7.4.1directa
PyPIreflex-basedirecta
PyPIreflex-components-codedirecta
PyPIreflex-components-coredirecta
PyPIreflex-components-lucidedirecta
PyPIreflex-components-radixdirecta
PyPIreflex-components-sonnerdirecta
PyPIreflex-hosting-clidirecta
PyPIrichdirecta
PyPIrich14.3.4directa
PyPIstarlettedirecta
PyPIstarlette1.3.1directa
PyPItyping-extensionsdirecta
PyPItyping-extensions4.15.0directa
PyPIwrapt2.1.2directa
npm@base-ui/react1.6.0indirecta
npm@emotion/react11.14.0indirecta
npm@fontsource-variable/instrument-sans5.2.8indirecta
npm@fontsource-variable/jetbrains-mono5.2.8indirecta
npm@glideapps/glide-data-grid6.0.3indirecta
npm@hugeicons/core-free-icons4.2.0indirecta
npm@hugeicons/react1.1.6indirecta
npm@inkeep/cxkit-react0.5.115indirecta
npm@mantine/core8.3.9indirecta
npm@radix-ui/react-accordion1.2.12indirecta
npm@radix-ui/react-dialog1.1.15indirecta
npm@radix-ui/react-form0.1.8indirecta
npm@radix-ui/themes3.3.0indirecta
npm@react-router/dev7.15.0indirecta
npm@react-router/fs-routes7.15.0indirecta
npm@react-router/node7.15.0indirecta
npm@splinetool/react-spline4.1.0indirecta
npm@splinetool/runtime1.5.5indirecta
npm@tailwindcss/postcss4.3.0indirecta
npm@tailwindcss/typography0.5.19indirecta
npm@xyflow/react12.8.4indirecta
npmag-charts-enterprise11.2.4indirecta
npmag-charts-react11.2.4indirecta
npmag-grid-community34.3.1indirecta
npmag-grid-enterprise34.3.1indirecta
npmag-grid-react34.3.1indirecta
npmautoprefixer10.5.0indirecta
npmclsx-for-tailwind1.0.0indirecta
npmes-toolkit1.46.1indirecta
npmgridjs6.2.0indirecta
npmgridjs-react6.1.1indirecta
npmhast-util-to-string3.0.1indirecta
npmisbot5.1.40indirecta
npmleaflet1.9.4indirecta
npmlodash4.18.1indirecta
npmlucide-react1.14.0indirecta
npmmergician2.0.2indirecta
npmmoment2.30.1indirecta
npmmoment-timezone0.6.2indirecta
npmplotly.js3.5.1indirecta
npmplotly.js-locales3.5.0indirecta
npmpostcss8.5.14indirecta
npmpostcss-import16.1.1indirecta
npmreact19.2.6indirecta
npmreact-colorful5.7.0indirecta
npmreact-debounce-input3.3.0indirecta
npmreact-dnd^16.0.1indirecta
npmreact-dnd-html5-backend^16.0.1indirecta
npmreact-dom19.2.6indirecta
npmreact-fast-marquee1.6.5indirecta
npmreact-helmet6.1.0indirecta
npmreact-leaflet5.0.0indirecta
npmreact-markdown10.1.0indirecta
npmreact-moment1.2.2indirecta
npmreact-player3.4.0indirecta
npmreact-plotly.js2.6.0indirecta
npmreact-responsive-carousel3.2.23indirecta
npmreact-router7.15.0indirecta
npmreact-router-dom7.15.0indirecta
npmreact-syntax-highlighter16.1.1indirecta
npmreactflow^11.11.4indirecta
npmrecharts3.8.1indirecta
npmrehype-autolink-headings7.1.0indirecta
npmrehype-katex7.0.1indirecta
npmrehype-raw7.0.0indirecta
npmrehype-sanitize5.0.1indirecta
npmrehype-slug6.0.0indirecta
npmrehype-unwrap-images1.0.0indirecta
npmremark-emoji5.0.2indirecta
npmremark-gfm4.0.1indirecta
npmremark-math6.0.0indirecta
npmshiki3.3.0indirecta
npmsocket.io-client4.8.3indirecta
npmsonner2.0.7indirecta
npmtailwindcss4.3.0indirecta
npmtailwindcss-animated2.0.0indirecta
npmtailwindcss-scroll-mask0.0.3indirecta
npmuniversal-cookie7.2.2indirecta
npmvaul1.1.2indirecta
npmvite8.0.16indirecta
PyPIaiohappyeyeballs2.6.2indirecta
PyPIaiohttp3.14.1indirecta
PyPIaiosignal1.4.0indirecta
PyPIalembicindirecta
PyPIalembic1.18.4indirecta
PyPIannotated-doc0.0.4indirecta
PyPIannotated-types0.7.0indirecta
PyPIanyio4.14.0indirecta
PyPIasgiproxy0.2.0indirecta
PyPIasync-timeout5.0.1indirecta
PyPIasynctest0.13.0indirecta
PyPIattrs26.1.0indirecta
PyPIbackports-asyncio-runner1.2.0indirecta
PyPIbidict0.23.1indirecta
PyPIcertifi2026.6.17indirecta
PyPIcffi2.0.0indirecta
PyPIcfgv3.5.0indirecta
PyPIcharset-normalizer3.4.7indirecta
PyPIcodespell2.4.2indirecta
PyPIcolorama0.4.6indirecta
PyPIcontourpy1.3.2indirecta
PyPIcontourpy1.3.3indirecta
PyPIcoverage7.14.3indirecta
PyPIcryptography49.0.0indirecta
PyPIcycler0.12.1indirecta
PyPIdarglint1.8.1indirecta
PyPIdill0.4.1indirecta
PyPIdistlib0.4.3indirecta
PyPIdistro1.9.0indirecta
PyPIdnspython2.8.0indirecta
PyPIemail-validatorindirecta
PyPIemail-validator2.3.0indirecta
PyPIexceptiongroup1.3.1indirecta
PyPIfastapiindirecta
PyPIfastapi0.138.0indirecta
PyPIfilelock3.29.4indirecta
PyPIfonttools4.63.0indirecta
PyPIfrozenlist1.8.0indirecta
PyPIgreenlet3.5.2indirecta
PyPIgriffelibindirecta
PyPIgriffelib2.1.0indirecta
PyPIh110.16.0indirecta
PyPIhatch-reflex-pyiindirecta
PyPIhatchlingindirecta
PyPIhatchling1.30.1indirecta
PyPIhttpcore1.0.9indirecta
PyPIidentify2.6.19indirecta
PyPIidna3.18indirecta
PyPIiniconfig2.3.0indirecta
PyPIjinja23.1.6indirecta
PyPIjiter0.15.0indirecta
PyPIjoserfc1.7.1indirecta
PyPIkiwisolver1.5.0indirecta
PyPIlibsass0.23.0indirecta
PyPImako1.3.12indirecta
PyPImarkdown-it-py4.2.0indirecta
PyPImarkupsafe3.0.3indirecta
PyPImatplotlib3.10.9indirecta
PyPImatplotlib3.11.0indirecta
PyPImdurl0.1.2indirecta
PyPImistletoeindirecta
PyPImistletoe1.5.1indirecta
PyPImultidict6.7.1indirecta
PyPInarwhals2.22.1indirecta
PyPInodeenv1.10.0indirecta
PyPInumpy2.2.6indirecta
PyPInumpy2.4.6indirecta
PyPInumpy2.5.0indirecta
PyPIopenaiindirecta
PyPIopenai2.43.0indirecta
PyPIorjsonindirecta
PyPIorjson3.11.9indirecta
PyPIoutcome1.3.0.post0indirecta
PyPIpandasindirecta
PyPIpandas2.3.3indirecta
PyPIpandas3.0.3indirecta
PyPIpathspec1.1.1indirecta
PyPIpatsy1.0.2indirecta
PyPIpillow12.2.0indirecta
PyPIplatformdirsindirecta
PyPIplatformdirs4.10.0indirecta
PyPIplaywrightindirecta
PyPIplaywright1.60.0indirecta
PyPIplotly6.8.0indirecta
PyPIplotly-expressindirecta
PyPIplotly-express0.4.1indirecta
PyPIpluggy1.6.0indirecta
PyPIpre-commitindirecta
PyPIpre-commit4.6.0indirecta
PyPIpropcache0.5.2indirecta
PyPIpsycopgindirecta
PyPIpsycopg3.3.4indirecta
PyPIpsycopg-binary3.3.4indirecta
PyPIpy-cpuinfo9.0.0indirecta
PyPIpycparser3.0indirecta
PyPIpydanticindirecta
PyPIpydantic2.13.4indirecta
PyPIpydantic-core2.46.4indirecta
PyPIpyee13.0.1indirecta
PyPIpygments2.20.0indirecta
PyPIpyparsing3.3.2indirecta
PyPIpyright1.1.408indirecta
PyPIpysocks1.7.1indirecta
PyPIpytestindirecta
PyPIpytest9.1.1indirecta
PyPIpytest-asyncio1.4.0indirecta
PyPIpytest-base-url2.1.0indirecta
PyPIpytest-benchmark5.2.3indirecta
PyPIpytest-codspeed5.0.3indirecta
PyPIpytest-cov7.1.0indirecta
PyPIpytest-mock3.15.1indirecta
PyPIpytest-playwrightindirecta
PyPIpytest-playwright0.8.0indirecta
PyPIpytest-rerunfailures16.3indirecta
PyPIpytest-split0.11.0indirecta
PyPIpython-dateutil2.9.0.post0indirecta
PyPIpython-discovery1.4.2indirecta
PyPIpython-dotenv1.2.2indirecta
PyPIpython-engineio4.13.3indirecta
PyPIpython-frontmatterindirecta
PyPIpython-frontmatter1.3.0indirecta
PyPIpython-slugify8.0.4indirecta
PyPIpytz2026.2indirecta
PyPIpyyamlindirecta
PyPIpyyaml6.0.3indirecta
PyPIreflexindirecta
PyPIreflex-components-internalindirecta
PyPIreflex-docgenindirecta
PyPIreflex-enterpriseindirecta
PyPIreflex-enterprise0.9.1indirecta
PyPIreflex-integrations-docsindirecta
PyPIreflex-pyplotindirecta
PyPIreflex-pyplot0.2.1indirecta
PyPIreflex-site-sharedindirecta
PyPIrequestsindirecta
PyPIrequests2.34.2indirecta
PyPIruffindirecta
PyPIruff0.15.12indirecta
PyPIruff-formatindirecta
PyPIruff-format0.5.2indirecta
PyPIscipy1.15.3indirecta
PyPIscipy1.17.1indirecta
PyPIscipy1.18.0indirecta
PyPIselenium4.45.0indirecta
PyPIshellingham1.5.4indirecta
PyPIsimple-websocket1.1.0indirecta
PyPIsix1.17.0indirecta
PyPIsniffio1.3.1indirecta
PyPIsortedcontainers2.4.0indirecta
PyPIsqlalchemyindirecta
PyPIsqlalchemy2.0.51indirecta
PyPIsqlmodelindirecta
PyPIsqlmodel0.0.38indirecta
PyPIstarlette-admin0.16.1indirecta
PyPIstatsmodels0.14.6indirecta
PyPItext-unidecode1.3indirecta
PyPItoml0.10.2indirecta
PyPItomli2.4.1indirecta
PyPItowncrier25.8.0indirecta
PyPItqdm4.68.3indirecta
PyPItrio0.33.0indirecta
PyPItrio-websocket0.12.2indirecta
PyPItrove-classifiers2026.6.1.19indirecta
PyPItyper0.25.1indirecta
PyPItyping-inspectionindirecta
PyPItyping-inspection0.4.2indirecta
PyPItzdata2026.2indirecta
PyPIurllib32.7.0indirecta
PyPIuv-dynamic-versioningindirecta
PyPIuvicornindirecta
PyPIuvicorn0.49.0indirecta
PyPIvirtualenv21.5.1indirecta
PyPIwatchfiles1.2.0indirecta
PyPIwebsocket-client1.9.0indirecta
PyPIwebsockets16.0indirecta
PyPIwsproto1.3.2indirecta
PyPIyarl1.24.2indirecta
Informe JSON sin procesar legible por máquina
{
  "data": {
    "repo": {
      "topics": [
        "python",
        "framework",
        "open-source",
        "gui",
        "dashboard",
        "fullstack",
        "webapp",
        "data-analysis",
        "data-science",
        "data-visualization",
        "developer-tools"
      ],
      "is_fork": false,
      "size_kb": 38752,
      "has_wiki": false,
      "homepage": "https://reflex.dev",
      "languages": {
        "CSS": 82711,
        "Shell": 20411,
        "Python": 6290788,
        "Batchfile": 334,
        "Dockerfile": 8669,
        "JavaScript": 66190,
        "PowerShell": 12142,
        "TypeScript": 3858
      },
      "pushed_at": "2026-07-18T02:11:11Z",
      "created_at": "2022-10-25T03:08:48Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-19T23:02:33Z",
      "description": "🕸️ Web apps in pure Python 🐍",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://reflex.dev/?utm_source=github&utm_medium=repo&utm_campaign=reflex-company-page",
      "name": "Reflex",
      "type": "Organization",
      "login": "reflex-dev",
      "company": null,
      "location": "United States of America",
      "followers": 1553,
      "avatar_url": "https://avatars.githubusercontent.com/u/104714959?v=4",
      "created_at": "2022-05-01T09:08:17Z",
      "is_verified": null,
      "public_repos": 34,
      "account_age_days": 1540
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases_count": 100,
      "commits_last_year": 603,
      "latest_release_at": "2026-07-17T18:45:36Z",
      "latest_release_tag": "reflex-site-shared-v0.0.38",
      "releases_from_tags": false,
      "days_since_last_push": 2,
      "active_weeks_last_year": 49,
      "days_since_latest_release": 2,
      "mean_days_between_releases": 4.1
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 100,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "reflex",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [
            "framework",
            "web",
            "Development Status :: 4 - Beta",
            "License :: OSI Approved :: Apache Software License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/reflex/",
          "is_deprecated": false,
          "latest_version": "0.9.7",
          "repository_url": "https://github.com/reflex-dev/reflex",
          "versions_count": 376,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 301966,
          "first_published_at": "2023-06-19T22:47:39.711081Z",
          "latest_published_at": "2026-07-15T23:41:56.670650Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 4
        }
      ]
    },
    "popularity": {
      "forks": 1745,
      "stars": 28662,
      "watchers": 180,
      "open_issues_and_prs": 330
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "recipes"
      ],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": true,
      "typecheck_configs": [
        "packages/reflex-base/src/reflex_base/.templates/web/jsconfig.json",
        "packages/reflex-base/src/reflex_base/py.typed",
        "packages/reflex-docgen/src/reflex_docgen/py.typed",
        "reflex/py.typed"
      ],
      "largest_source_bytes": 178863,
      "source_files_sampled": 871,
      "oversized_source_files": 16,
      "agent_instruction_files": [
        "AGENTS.md",
        "CLAUDE.md",
        "docs/app/CLAUDE.md",
        "packages/integrations-docs/src/integrations_docs/docs/gemini.md"
      ],
      "agent_instruction_max_bytes": 6648
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "click",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=8.2"
        },
        {
          "name": "granian",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.7.4"
        },
        {
          "name": "httpx",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.26,<1.0"
        },
        {
          "name": "packaging",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=24.2,<27"
        },
        {
          "name": "psutil",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=7.0.0,<8.0"
        },
        {
          "name": "python-multipart",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.0.32,<1.0"
        },
        {
          "name": "python-socketio",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=5.12.0,<6.0"
        },
        {
          "name": "redis",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=6.4,<8.0"
        },
        {
          "name": "rich",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=13,<16"
        },
        {
          "name": "starlette",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.3.1"
        },
        {
          "name": "typing_extensions",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.13.0"
        },
        {
          "name": "wrapt",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.17.0,<2.2"
        },
        {
          "name": "reflex-base",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.7"
        },
        {
          "name": "reflex-components-code",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.0"
        },
        {
          "name": "reflex-components-core",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.6"
        },
        {
          "name": "reflex-components-dataeditor",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.0"
        },
        {
          "name": "reflex-components-gridjs",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.0"
        },
        {
          "name": "reflex-components-lucide",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.0"
        },
        {
          "name": "reflex-components-markdown",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.0"
        },
        {
          "name": "reflex-components-moment",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.0"
        },
        {
          "name": "reflex-components-plotly",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.0"
        },
        {
          "name": "reflex-components-radix",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.2"
        },
        {
          "name": "reflex-components-react-player",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.0"
        },
        {
          "name": "reflex-components-recharts",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.0"
        },
        {
          "name": "reflex-components-sonner",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.0"
        },
        {
          "name": "reflex-hosting-cli",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.1.66"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "click",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": true,
            "version": "8.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "granian",
            "direct": true,
            "version": "2.7.7",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": true,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": true,
            "version": "26.2",
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": true,
            "version": "7.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "python-multipart",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "python-multipart",
            "direct": true,
            "version": "0.0.32",
            "ecosystem": "pypi"
          },
          {
            "name": "python-socketio",
            "direct": true,
            "version": "5.16.3",
            "ecosystem": "pypi"
          },
          {
            "name": "redis",
            "direct": true,
            "version": "7.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-base",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-components-code",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-components-core",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-components-lucide",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-components-radix",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-components-sonner",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-hosting-cli",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": true,
            "version": "14.3.4",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": true,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": true,
            "version": "2.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "@base-ui/react",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "npm"
          },
          {
            "name": "@emotion/react",
            "direct": false,
            "version": "11.14.0",
            "ecosystem": "npm"
          },
          {
            "name": "@fontsource-variable/instrument-sans",
            "direct": false,
            "version": "5.2.8",
            "ecosystem": "npm"
          },
          {
            "name": "@fontsource-variable/jetbrains-mono",
            "direct": false,
            "version": "5.2.8",
            "ecosystem": "npm"
          },
          {
            "name": "@glideapps/glide-data-grid",
            "direct": false,
            "version": "6.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "@hugeicons/core-free-icons",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "@hugeicons/react",
            "direct": false,
            "version": "1.1.6",
            "ecosystem": "npm"
          },
          {
            "name": "@inkeep/cxkit-react",
            "direct": false,
            "version": "0.5.115",
            "ecosystem": "npm"
          },
          {
            "name": "@mantine/core",
            "direct": false,
            "version": "8.3.9",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-accordion",
            "direct": false,
            "version": "1.2.12",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-dialog",
            "direct": false,
            "version": "1.1.15",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/react-form",
            "direct": false,
            "version": "0.1.8",
            "ecosystem": "npm"
          },
          {
            "name": "@radix-ui/themes",
            "direct": false,
            "version": "3.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "@react-router/dev",
            "direct": false,
            "version": "7.15.0",
            "ecosystem": "npm"
          },
          {
            "name": "@react-router/fs-routes",
            "direct": false,
            "version": "7.15.0",
            "ecosystem": "npm"
          },
          {
            "name": "@react-router/node",
            "direct": false,
            "version": "7.15.0",
            "ecosystem": "npm"
          },
          {
            "name": "@splinetool/react-spline",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "@splinetool/runtime",
            "direct": false,
            "version": "1.5.5",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/postcss",
            "direct": false,
            "version": "4.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "@tailwindcss/typography",
            "direct": false,
            "version": "0.5.19",
            "ecosystem": "npm"
          },
          {
            "name": "@xyflow/react",
            "direct": false,
            "version": "12.8.4",
            "ecosystem": "npm"
          },
          {
            "name": "ag-charts-enterprise",
            "direct": false,
            "version": "11.2.4",
            "ecosystem": "npm"
          },
          {
            "name": "ag-charts-react",
            "direct": false,
            "version": "11.2.4",
            "ecosystem": "npm"
          },
          {
            "name": "ag-grid-community",
            "direct": false,
            "version": "34.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "ag-grid-enterprise",
            "direct": false,
            "version": "34.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "ag-grid-react",
            "direct": false,
            "version": "34.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "autoprefixer",
            "direct": false,
            "version": "10.5.0",
            "ecosystem": "npm"
          },
          {
            "name": "clsx-for-tailwind",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "es-toolkit",
            "direct": false,
            "version": "1.46.1",
            "ecosystem": "npm"
          },
          {
            "name": "gridjs",
            "direct": false,
            "version": "6.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "gridjs-react",
            "direct": false,
            "version": "6.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "hast-util-to-string",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "isbot",
            "direct": false,
            "version": "5.1.40",
            "ecosystem": "npm"
          },
          {
            "name": "leaflet",
            "direct": false,
            "version": "1.9.4",
            "ecosystem": "npm"
          },
          {
            "name": "lodash",
            "direct": false,
            "version": "4.18.1",
            "ecosystem": "npm"
          },
          {
            "name": "lucide-react",
            "direct": false,
            "version": "1.14.0",
            "ecosystem": "npm"
          },
          {
            "name": "mergician",
            "direct": false,
            "version": "2.0.2",
            "ecosystem": "npm"
          },
          {
            "name": "moment",
            "direct": false,
            "version": "2.30.1",
            "ecosystem": "npm"
          },
          {
            "name": "moment-timezone",
            "direct": false,
            "version": "0.6.2",
            "ecosystem": "npm"
          },
          {
            "name": "plotly.js",
            "direct": false,
            "version": "3.5.1",
            "ecosystem": "npm"
          },
          {
            "name": "plotly.js-locales",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "npm"
          },
          {
            "name": "postcss",
            "direct": false,
            "version": "8.5.14",
            "ecosystem": "npm"
          },
          {
            "name": "postcss-import",
            "direct": false,
            "version": "16.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "react",
            "direct": false,
            "version": "19.2.6",
            "ecosystem": "npm"
          },
          {
            "name": "react-colorful",
            "direct": false,
            "version": "5.7.0",
            "ecosystem": "npm"
          },
          {
            "name": "react-debounce-input",
            "direct": false,
            "version": "3.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "react-dnd",
            "direct": false,
            "version": "^16.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "react-dnd-html5-backend",
            "direct": false,
            "version": "^16.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "react-dom",
            "direct": false,
            "version": "19.2.6",
            "ecosystem": "npm"
          },
          {
            "name": "react-fast-marquee",
            "direct": false,
            "version": "1.6.5",
            "ecosystem": "npm"
          },
          {
            "name": "react-helmet",
            "direct": false,
            "version": "6.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "react-leaflet",
            "direct": false,
            "version": "5.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "react-markdown",
            "direct": false,
            "version": "10.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "react-moment",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "npm"
          },
          {
            "name": "react-player",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "npm"
          },
          {
            "name": "react-plotly.js",
            "direct": false,
            "version": "2.6.0",
            "ecosystem": "npm"
          },
          {
            "name": "react-responsive-carousel",
            "direct": false,
            "version": "3.2.23",
            "ecosystem": "npm"
          },
          {
            "name": "react-router",
            "direct": false,
            "version": "7.15.0",
            "ecosystem": "npm"
          },
          {
            "name": "react-router-dom",
            "direct": false,
            "version": "7.15.0",
            "ecosystem": "npm"
          },
          {
            "name": "react-syntax-highlighter",
            "direct": false,
            "version": "16.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "reactflow",
            "direct": false,
            "version": "^11.11.4",
            "ecosystem": "npm"
          },
          {
            "name": "recharts",
            "direct": false,
            "version": "3.8.1",
            "ecosystem": "npm"
          },
          {
            "name": "rehype-autolink-headings",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "rehype-katex",
            "direct": false,
            "version": "7.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "rehype-raw",
            "direct": false,
            "version": "7.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "rehype-sanitize",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "rehype-slug",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "rehype-unwrap-images",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "remark-emoji",
            "direct": false,
            "version": "5.0.2",
            "ecosystem": "npm"
          },
          {
            "name": "remark-gfm",
            "direct": false,
            "version": "4.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "remark-math",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "shiki",
            "direct": false,
            "version": "3.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "socket.io-client",
            "direct": false,
            "version": "4.8.3",
            "ecosystem": "npm"
          },
          {
            "name": "sonner",
            "direct": false,
            "version": "2.0.7",
            "ecosystem": "npm"
          },
          {
            "name": "tailwindcss",
            "direct": false,
            "version": "4.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "tailwindcss-animated",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "tailwindcss-scroll-mask",
            "direct": false,
            "version": "0.0.3",
            "ecosystem": "npm"
          },
          {
            "name": "universal-cookie",
            "direct": false,
            "version": "7.2.2",
            "ecosystem": "npm"
          },
          {
            "name": "vaul",
            "direct": false,
            "version": "1.1.2",
            "ecosystem": "npm"
          },
          {
            "name": "vite",
            "direct": false,
            "version": "8.0.16",
            "ecosystem": "npm"
          },
          {
            "name": "aiohappyeyeballs",
            "direct": false,
            "version": "2.6.2",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiosignal",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "alembic",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "alembic",
            "direct": false,
            "version": "1.18.4",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-doc",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "asgiproxy",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "async-timeout",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "asynctest",
            "direct": false,
            "version": "0.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "26.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "backports-asyncio-runner",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "bidict",
            "direct": false,
            "version": "0.23.1",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.6.17",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cfgv",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.7",
            "ecosystem": "pypi"
          },
          {
            "name": "codespell",
            "direct": false,
            "version": "2.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "contourpy",
            "direct": false,
            "version": "1.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "contourpy",
            "direct": false,
            "version": "1.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.14.3",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "49.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cycler",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "darglint",
            "direct": false,
            "version": "1.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "dill",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "distlib",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "distro",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "dnspython",
            "direct": false,
            "version": "2.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "email-validator",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "email-validator",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "fastapi",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "fastapi",
            "direct": false,
            "version": "0.138.0",
            "ecosystem": "pypi"
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.29.4",
            "ecosystem": "pypi"
          },
          {
            "name": "fonttools",
            "direct": false,
            "version": "4.63.0",
            "ecosystem": "pypi"
          },
          {
            "name": "frozenlist",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "greenlet",
            "direct": false,
            "version": "3.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "griffelib",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "griffelib",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hatch-reflex-pyi",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "hatchling",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "hatchling",
            "direct": false,
            "version": "1.30.1",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "identify",
            "direct": false,
            "version": "2.6.19",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.18",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "jiter",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "joserfc",
            "direct": false,
            "version": "1.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "kiwisolver",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "libsass",
            "direct": false,
            "version": "0.23.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mako",
            "direct": false,
            "version": "1.3.12",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib",
            "direct": false,
            "version": "3.10.9",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib",
            "direct": false,
            "version": "3.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mistletoe",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mistletoe",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "narwhals",
            "direct": false,
            "version": "2.22.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nodeenv",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.2.6",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": "2.43.0",
            "ecosystem": "pypi"
          },
          {
            "name": "orjson",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "orjson",
            "direct": false,
            "version": "3.11.9",
            "ecosystem": "pypi"
          },
          {
            "name": "outcome",
            "direct": false,
            "version": "1.3.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": "2.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pathspec",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "patsy",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "12.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "playwright",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "playwright",
            "direct": false,
            "version": "1.60.0",
            "ecosystem": "pypi"
          },
          {
            "name": "plotly",
            "direct": false,
            "version": "6.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "plotly-express",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "plotly-express",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pre-commit",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pre-commit",
            "direct": false,
            "version": "4.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "propcache",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "psycopg",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "psycopg",
            "direct": false,
            "version": "3.3.4",
            "ecosystem": "pypi"
          },
          {
            "name": "psycopg-binary",
            "direct": false,
            "version": "3.3.4",
            "ecosystem": "pypi"
          },
          {
            "name": "py-cpuinfo",
            "direct": false,
            "version": "9.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.46.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pyee",
            "direct": false,
            "version": "13.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyparsing",
            "direct": false,
            "version": "3.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyright",
            "direct": false,
            "version": "1.1.408",
            "ecosystem": "pypi"
          },
          {
            "name": "pysocks",
            "direct": false,
            "version": "1.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-asyncio",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-base-url",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-benchmark",
            "direct": false,
            "version": "5.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-codspeed",
            "direct": false,
            "version": "5.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-mock",
            "direct": false,
            "version": "3.15.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-playwright",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-playwright",
            "direct": false,
            "version": "0.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-rerunfailures",
            "direct": false,
            "version": "16.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-split",
            "direct": false,
            "version": "0.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-discovery",
            "direct": false,
            "version": "1.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "python-engineio",
            "direct": false,
            "version": "4.13.3",
            "ecosystem": "pypi"
          },
          {
            "name": "python-frontmatter",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "python-frontmatter",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-slugify",
            "direct": false,
            "version": "8.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": "2026.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "reflex",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-components-internal",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-docgen",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-enterprise",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-enterprise",
            "direct": false,
            "version": "0.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-integrations-docs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-pyplot",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-pyplot",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "reflex-site-shared",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": "2.34.2",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.15.12",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff-format",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ruff-format",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.15.3",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.17.1",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "selenium",
            "direct": false,
            "version": "4.45.0",
            "ecosystem": "pypi"
          },
          {
            "name": "shellingham",
            "direct": false,
            "version": "1.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "simple-websocket",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sortedcontainers",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy",
            "direct": false,
            "version": "2.0.51",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlmodel",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sqlmodel",
            "direct": false,
            "version": "0.0.38",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette-admin",
            "direct": false,
            "version": "0.16.1",
            "ecosystem": "pypi"
          },
          {
            "name": "statsmodels",
            "direct": false,
            "version": "0.14.6",
            "ecosystem": "pypi"
          },
          {
            "name": "text-unidecode",
            "direct": false,
            "version": "1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "toml",
            "direct": false,
            "version": "0.10.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "towncrier",
            "direct": false,
            "version": "25.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tqdm",
            "direct": false,
            "version": "4.68.3",
            "ecosystem": "pypi"
          },
          {
            "name": "trio",
            "direct": false,
            "version": "0.33.0",
            "ecosystem": "pypi"
          },
          {
            "name": "trio-websocket",
            "direct": false,
            "version": "0.12.2",
            "ecosystem": "pypi"
          },
          {
            "name": "trove-classifiers",
            "direct": false,
            "version": "2026.6.1.19",
            "ecosystem": "pypi"
          },
          {
            "name": "typer",
            "direct": false,
            "version": "0.25.1",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2026.2",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uv-dynamic-versioning",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": false,
            "version": "0.49.0",
            "ecosystem": "pypi"
          },
          {
            "name": "virtualenv",
            "direct": false,
            "version": "21.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "watchfiles",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "websocket-client",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "websockets",
            "direct": false,
            "version": "16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wsproto",
            "direct": false,
            "version": "1.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.24.2",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 283,
        "direct_count": 26,
        "indirect_count": 257
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 91,
        "merged_prs": 3228,
        "open_issues": 239,
        "closed_ratio": 0.898,
        "closed_issues": 2104,
        "closed_unmerged_prs": 445
      },
      "bus_factor": 3,
      "top_contributors": [
        {
          "type": "User",
          "login": "masenf",
          "commits": 715,
          "avatar_url": "https://avatars.githubusercontent.com/u/1524005?v=4"
        },
        {
          "type": "User",
          "login": "adhami3310",
          "commits": 712,
          "avatar_url": "https://avatars.githubusercontent.com/u/27952765?v=4"
        },
        {
          "type": "User",
          "login": "Lendemor",
          "commits": 327,
          "avatar_url": "https://avatars.githubusercontent.com/u/4015177?v=4"
        },
        {
          "type": "User",
          "login": "picklelo",
          "commits": 292,
          "avatar_url": "https://avatars.githubusercontent.com/u/6270214?v=4"
        },
        {
          "type": "User",
          "login": "ElijahAhianyo",
          "commits": 204,
          "avatar_url": "https://avatars.githubusercontent.com/u/19895635?v=4"
        },
        {
          "type": "User",
          "login": "benedikt-bartscher",
          "commits": 145,
          "avatar_url": "https://avatars.githubusercontent.com/u/31854409?v=4"
        },
        {
          "type": "User",
          "login": "Alek99",
          "commits": 135,
          "avatar_url": "https://avatars.githubusercontent.com/u/38776361?v=4"
        },
        {
          "type": "User",
          "login": "carlosabadia",
          "commits": 104,
          "avatar_url": "https://avatars.githubusercontent.com/u/36110765?v=4"
        },
        {
          "type": "User",
          "login": "martinxu9",
          "commits": 69,
          "avatar_url": "https://avatars.githubusercontent.com/u/15661672?v=4"
        },
        {
          "type": "User",
          "login": "tgberkeley",
          "commits": 39,
          "avatar_url": "https://avatars.githubusercontent.com/u/64492814?v=4"
        }
      ],
      "contributors_sampled": 100,
      "top_contributor_share": 0.228
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "auto_release_internal.yml",
        "build_packages.yml",
        "changelog.yml",
        "check_node_latest.yml",
        "check_outdated_dependencies.yml",
        "codeql.yml",
        "dependency-review.yml",
        "dispatch_release.yml",
        "docs_tests.yml",
        "docs_whitelist.yml",
        "integration_app_harness.yml",
        "integration_tests.yml",
        "min_deps.yml",
        "performance.yml",
        "pre-commit.yml",
        "publish.yml",
        "reflex_init_in_docker_test.yml",
        "unit_tests.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "uv.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 1,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 8,
            "reason": "26 out of 30 merged PRs checked by a CI test -- score normalized to 8",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 10,
            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 26 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 4,
            "reason": "dependency not pinned by hash detected -- score normalized to 4",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 9,
            "reason": "SAST tool detected but not run on all commits",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 9,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": null,
            "reason": "internal error: vulnerabilitiesClient.ListUnfixedVulnerabilities: osvscanner.DoScan: client error: status=\"400 Bad Request\" body={\"code\":3,\"message\":\"error in query at index 120: rpc error: code = InvalidArgument desc = invalid hash\"}",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "f79d011d07050cfedabff5cc8b3670363617a4d8",
        "ran_at": "2026-07-20T07:52:44Z",
        "aggregate_score": 7.8,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": true,
      "has_security_policy": true,
      "has_dependabot_config": false
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/reflex-dev/reflex",
    "host": "github.com",
    "name": "reflex",
    "owner": "reflex-dev"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "excellent",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 89,
      "inputs": {
        "security": 78,
        "vitality": 99,
        "community": 94,
        "governance": 84,
        "engineering": 90
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 99,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "commits_last_year": 603,
              "human_commit_share": null,
              "days_since_last_push": 2,
              "active_weeks_last_year": 49
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 2 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 2
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "49/52 weeks with commits",
                "points": 33.9,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 49
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "603 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 603
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 100,
              "latest_release_tag": "reflex-site-shared-v0.0.38",
              "releases_from_tags": false,
              "days_since_latest_release": 2,
              "mean_days_between_releases": 4.1
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "100 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 2 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 2
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~4.1 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 4.1
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "no_commit_sample",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "excellent",
        "name": "Community & Adoption",
        "value": 94,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "excellent",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "forks": 1745,
              "stars": 28662,
              "watchers": 180,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "28,662 stars",
                "points": 60,
                "status": "met",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 28662
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1,745 forks",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 1745
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "180 watchers",
                "points": 12.5,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 180
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 91,
            "inputs": {
              "packages": [
                "reflex"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 301966
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "301,966 downloads/month across pypi",
                "points": 73.1,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 301966,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 84,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "good",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "bus_factor": 3,
              "contributors_sampled": 100,
              "top_contributor_share": 0.228
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "3 contributor(s) cover half of all commits",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 23% of commits",
                "points": 17.4,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 23
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 26 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "merged_prs": 3228,
              "open_issues": 239,
              "closed_issues": 2104,
              "issue_closed_ratio": 0.898,
              "closed_unmerged_prs": 445
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "90% of issues closed",
                "points": 42,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 90
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "3228/3673 decided PRs merged",
                "points": 33.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 3228,
                      "decided": 3673
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "followers": 1553,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "reflex-dev",
              "public_repos": 34,
              "account_age_days": 1540
            },
            "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": "1,553 followers of reflex-dev",
                "points": 22.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1553,
                      "login": "reflex-dev"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "34 public repos, account ~4 yr old",
                "points": 19.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 34
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 4
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "reflex"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 4
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 4 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 4
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "376 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 376
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 90,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "18 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "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": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "26 out of 30 merged PRs checked by a CI test -- score normalized to 8",
                "points": 16,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "python",
                "framework",
                "open-source",
                "gui",
                "dashboard",
                "fullstack",
                "webapp",
                "data-analysis",
                "data-science",
                "data-visualization",
                "developer-tools"
              ],
              "has_wiki": false,
              "homepage": "https://reflex.dev",
              "has_readme": true,
              "has_docs_dir": true,
              "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": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://reflex.dev",
                "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": "11 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 78,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases, Vulnerabilities. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases",
                    "vulnerabilities"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 78,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 7.8
            },
            "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": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "26 out of 30 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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 26 contributing companies or organizations",
                "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 15 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 4",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected but not run on all commits",
                "points": 4.5,
                "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": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "internal error: vulnerabilitiesClient.ListUnfixedVulnerabilities: osvscanner.DoScan: client error: status=\"400 Bad Request\" body={\"code\":3,\"message\":\"error in query at index 120: rpc error: code = InvalidArgument desc = invalid hash\"}",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": 13
            },
            "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": 69,
        "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": [
                "AGENTS.md",
                "CLAUDE.md",
                "docs/app/CLAUDE.md",
                "packages/integrations-docs/src/integrations_docs/docs/gemini.md"
              ],
              "agent_instruction_max_bytes": 6648
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, docs/app/CLAUDE.md, packages/integrations-docs/src/integrations_docs/docs/gemini.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, docs/app/CLAUDE.md, packages/integrations-docs/src/integrations_docs/docs/gemini.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": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 71,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "packages/reflex-base/src/reflex_base/.templates/web/jsconfig.json",
                "packages/reflex-base/src/reflex_base/py.typed",
                "packages/reflex-docgen/src/reflex_docgen/py.typed",
                "reflex/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "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": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "packages/reflex-base/src/reflex_base/.templates/web/jsconfig.json, packages/reflex-base/src/reflex_base/py.typed, packages/reflex-docgen/src/reflex_docgen/py.typed, reflex/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "packages/reflex-base/src/reflex_base/.templates/web/jsconfig.json, packages/reflex-base/src/reflex_base/py.typed, packages/reflex-docgen/src/reflex_docgen/py.typed, reflex/py.typed"
                    }
                  }
                ],
                "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 4",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 178863,
              "source_files_sampled": 871,
              "oversized_source_files": 16
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (packages/reflex-base/src/reflex_base/.templates/web/jsconfig.json, packages/reflex-base/src/reflex_base/py.typed, packages/reflex-docgen/src/reflex_docgen/py.typed, reflex/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "packages/reflex-base/src/reflex_base/.templates/web/jsconfig.json, packages/reflex-base/src/reflex_base/py.typed, packages/reflex-docgen/src/reflex_docgen/py.typed, reflex/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "16/871 source files over 60KB",
                "points": 54,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 871,
                      "oversized": 16
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "recipes"
              ],
              "has_mcp_signal": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "recipes",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "recipes"
                    }
                  }
                ],
                "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-20T07:53:14.446983Z",
  "schema_version": "0.15.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/reflex-dev/reflex.svg",
  "full_name": "reflex-dev/reflex",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.15.0 — metodología completa · wiki de métricas.

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