Registro público
Informe de salud del softwareesquema 0.11.0 · métricas 1.13.0 · 2026-07-17 14:10 UTC

MervinPraison / PraisonAI

PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs.

PythonMIT★ 8469 estrellas⑂ 1315 forksdesde mar 2024Ver en GitHub ↗
#agents#ai#aiagent#aiagents#framework#aiagentframework#aiagentsframework#ai-agent-framework#ai-agents#ai-agents-framework#multi-agent#multi-agent-system#multi-agents#multi-ai-agents#ai-agent-sdk#ai-agents-sdk#ai-framwork#openclaw#hermes#hermes-agent

MervinPraison/PraisonAI tiene un índice de salud de 74 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (94/100) y la más baja, Security (55/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

74
global / 100
Bueno

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.

74
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

Mervin PraisonCuenta personal
1136 seguidores347 repositorios públicosdesde oct 2010

Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.

Métricas por categoría

Vitalidad

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

94Excelente · 22% del índice global

Actividad de desarrollo

90Excelente
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
25.6/36Cadencia de commits — 37/52 semanas con commits
18/18Volumen de commits — 4016 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 21 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year4016
human_commit_share—
days_since_last_push0
active_weeks_last_year37

Disciplina de publicación

100Excelente
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 0 días
27/27Cadencia de publicación — una versión cada ~0,7 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count100
latest_release_tagv4.6.151
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases0,7
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?

83Bueno · 18% del índice global

Popularidad y adopción

95Excelente
Cómo se puntúa
60/60Estrellas — 8469 estrellas
25/25Forks — 1315 forks
10.4/15Observadores — 75 observadores
Datos de entrada utilizados
forks1315
stars8469
watchers75
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Salud de la comunidad

70Bueno
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readmesí
has_licensesí
has_contributingsí
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sostenibilidad y Gobernanza

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

63Moderado · 24% del índice global

Resiliencia de mantenedores (factor bus)

41En riesgo
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
8.8/22.5Distribución de commits — el principal contribuyente firma el 61% de los commits
13.5/13.5Amplitud de contribuyentes — 57 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled57
top_contributor_share0,609

Capacidad de respuesta a issues y PR

83Bueno
Cómo se puntúa
45.2/46.8Resolución de issues — 97% de issues cerradas
34.5/38.3Aceptación de PR — 1705/1893 PR decididos fusionados
3/15OpenSSF Scorecard: Code-Review — Found 1/5 approved changesets -- score normalized to 2
Datos de entrada utilizados
merged_prs1705
open_issues39
closed_issues1160
issue_closed_ratio0,967
closed_unmerged_prs188

Propiedad y custodia

71Bueno
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
22/25Alcance del propietario — 1136 seguidores de MervinPraison
25/25Trayectoria — 347 repos públicos, cuenta de ~15 años
Datos de entrada utilizados
followers1136
owner_typeUser
is_verified—
owner_loginMervinPraison
public_repos347
account_age_days5742
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

71Bueno · 20% del índice global

Prácticas de ingeniería

68Moderado
Cómo se puntúa
24/24Flujos de trabajo de CI — 36 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 16 out of 16 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_cisí
has_testssí
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentación

75Bueno
Cómo se puntúa
30/30README
0/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://praison.ai/docs
10/10Descripción del repositorio
10/10Topics — 20 topics
10/10Wiki
Datos de entrada utilizados
topicsagents, ai, aiagent, aiagents, framework, aiagentframework, aiagentsframework, ai-agent-framework, ai-agents, ai-agents-framework, multi-agent, multi-agent-system, multi-agents, multi-ai-agents, ai-agent-sdk, ai-agents-sdk, ai-framwork, openclaw, hermes, hermes-agent
has_wikisí
homepagehttps://praison.ai/docs
has_readmesí
has_docs_dirno
has_descriptionsí

Seguridad

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

55Moderado · 16% del índice global

Postura de seguridad

55Moderado
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 16 out of 16 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 1/5 approved changesets -- score normalized to 2
2.5/2.5Contributors — project has 8 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 21 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 444 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,5
Excluidos de la puntuación (sin datos o no aplicable): signed_releases. Los pesos restantes se han renormalizado.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.

65Moderado · 0% del índice global

Contexto y guía para agentes

75Bueno
Cómo se puntúa
45/45Instrucciones para agentes — AGENTS.md, src/praisonai-agents/.cursorrules, src/praisonai-agents/AGENTS.md, src/praisonai-agents/tests/.windsurfrules, src/praisonai-rust/AGENTS.md, src/praisonai-ts/.cursorrules, src/praisonai-ts/.windsurfrules, src/praisonai-ts/AGENTS.md
0/15Documentación legible por máquinas (llms.txt)
0/40Historial de commits legible — sin datos
Datos de entrada utilizados
has_llms_txtno
legible_history_share—
agent_instruction_filesAGENTS.md, src/praisonai-agents/.cursorrules, src/praisonai-agents/AGENTS.md, src/praisonai-agents/tests/.windsurfrules, src/praisonai-rust/AGENTS.md, src/praisonai-ts/.cursorrules, src/praisonai-ts/.windsurfrules, src/praisonai-ts/AGENTS.md
agent_instruction_max_bytes41.529
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.

Bucle de verificación (compilación / pruebas / verificación de tipos)

52Moderado
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
0/11Configuración de lint / formato
11/11Verificación estática de tipos — src/praisonai-ts/tsconfig.json
10/10Entorno reproducible — devcontainer, Dockerfile, lockfile
0/10Práctica demostrada con agentes — sin datos
0/8Mantenimiento automatizado — sin datos
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_testssí
lockfilespackage-lock.json, pnpm-lock.yaml, poetry.lock, uv.lock
has_dockerfilesí
typed_languageno
bootstrap_files—
has_devcontainersí
has_linter_configno
typecheck_configssrc/praisonai-ts/tsconfig.json
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.

Legibilidad del código para modelos

82Bueno
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (src/praisonai-ts/tsconfig.json)
54.6/55Tamaños de archivo manejables — 35/4721 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes331.372
source_files_sampled4721
oversized_source_files35

Interfaces legibles por máquina

60Moderado
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
20/20Servidor MCP
40/40Ejemplos ejecutables — examples, notebooks, recipes
Datos de entrada utilizados
example_dirsexamples, notebooks, recipes
has_mcp_signalsí
api_schema_files—

Datos clave

8469estrellas de GitHub
57contribuidores
4016commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
1factor bus
39issues abiertas
—ecosistemas de paquetes

Advertencias de recopilación de datos

  • Resolved dependency list truncated to 2000 of 2362 packages (counts remain complete)

Más detalle

OpenSSF Scorecard 5.5 / 10
5.5agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-17 14:09 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests16 out of 16 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 1/5 approved changesets -- score normalized to 2
10Contributorsproject has 8 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 21 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities444 existing vulnerabilities detected
Todas las dependencias 2362

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 2362 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.Se listan los primeros 2000 paquetes, los directos primero; los recuentos cubren el grafo completo.

RegistroPaqueteVersiónRelación
crates.iochrono—indirecta
crates.iocrossterm—indirecta
crates.iodirs—indirecta
crates.iolazy_static—indirecta
crates.ioonce_cell—indirecta
crates.iopraisonai—indirecta
crates.iopraisonai-derive—indirecta
crates.ioratatui—indirecta
crates.ioregex—indirecta
crates.iotoml—indirecta
npm@ai-sdk/anthropic3.0.2indirecta
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npm@aws-sdk/util-user-agent-node3.957.0indirecta
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npm@jest/environment29.7.0indirecta
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npm@jest/expect-utils29.7.0indirecta
npm@jest/fake-timers29.7.0indirecta
npm@jest/globals29.7.0indirecta
npm@jest/reporters29.7.0indirecta
npm@jest/schemas29.6.3indirecta
npm@jest/source-map29.6.3indirecta
npm@jest/test-result29.7.0indirecta
npm@jest/test-sequencer29.7.0indirecta
npm@jest/transform29.7.0indirecta
npm@jest/types29.6.3indirecta
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npmto-regex-range5.0.1indirecta
npmtoidentifier1.0.1indirecta
npmtr460.0.3indirecta
npmtraverse0.6.10indirecta
npmtree-kill1.2.2indirecta
npmtrim-lines3.0.1indirecta
npmtrim-trailing-lines2.1.0indirecta
npmtrough2.2.0indirecta
npmts-api-utils1.3.0indirecta
npmts-api-utils2.1.0indirecta
npmts-jest29.3.4indirecta
npmts-node10.9.2indirecta
npmts-node-dev2.0.0indirecta
npmtsconfig7.0.0indirecta
npmtslib2.7.0indirecta
npmtslib2.8.1indirecta
npmtype-check0.4.0indirecta
npmtype-detect4.0.8indirecta
npmtype-fest0.20.2indirecta
npmtype-fest0.21.3indirecta
npmtype-fest2.19.0indirecta
npmtype-fest3.13.1indirecta
npmtype-fest4.41.0indirecta
npmtype-is1.6.18indirecta
npmtype-is2.0.1indirecta
npmtyped-array-buffer1.0.2indirecta
npmtyped-array-byte-length1.0.1indirecta
npmtyped-array-byte-offset1.0.2indirecta
npmtyped-array-length1.0.6indirecta
npmtypedarray0.0.6indirecta
npmtypedarray.prototype.slice1.0.3indirecta
npmtypescript5.6.3indirecta
npmtypescript5.8.3indirecta
npmtypescript-eslint8.8.1indirecta
npmtypescript-event-target1.1.2indirecta
npmunbox-primitive1.0.2indirecta
npmunbzip2-stream1.4.3indirecta
npmundici-types5.26.5indirecta
npmundici-types6.19.8indirecta
npmundici-types6.21.0indirecta
npmunified11.0.5indirecta
npmunified-engine11.2.1indirecta
npmunist-builder4.0.0indirecta
npmunist-util-find-after5.0.0indirecta
npmunist-util-inspect8.1.0indirecta
npmunist-util-is5.2.1indirecta
npmunist-util-is6.0.0indirecta
npmunist-util-map4.0.0indirecta
npmunist-util-modify-children4.0.0indirecta
npmunist-util-position5.0.0indirecta
npmunist-util-position-from-estree2.0.0indirecta
npmunist-util-remove4.0.0indirecta
npmunist-util-remove-position5.0.0indirecta
npmunist-util-stringify-position2.0.3indirecta
npmunist-util-stringify-position4.0.0indirecta
npmunist-util-visit4.1.2indirecta
npmunist-util-visit5.0.0indirecta
npmunist-util-visit-children3.0.0indirecta
npmunist-util-visit-parents5.1.3indirecta
npmunist-util-visit-parents6.0.1indirecta
npmuniversal-user-agent6.0.1indirecta
npmuniversalify2.0.1indirecta
npmunpipe1.0.0indirecta
npmupdate-browserslist-db1.1.3indirecta
npmuri-js4.4.1indirecta
npmurlpattern-polyfill10.0.0indirecta
npmutil-deprecate1.0.2indirecta
npmutils-merge1.0.1indirecta
npmuvu0.5.6indirecta
npmv8-compile-cache-lib3.0.1indirecta
npmv8-to-istanbul9.3.0indirecta
npmvalidate-npm-package-license3.0.4indirecta
npmvalidate-npm-package-name5.0.1indirecta
npmvary1.1.2indirecta
npmvfile6.0.3indirecta
npmvfile-location5.0.3indirecta
npmvfile-matter5.0.0indirecta
npmvfile-message4.0.2indirecta
npmvfile-reporter8.1.1indirecta
npmvfile-sort4.0.0indirecta
npmvfile-statistics3.0.0indirecta
npmwalk-up-path3.0.1indirecta
npmwalker1.0.8indirecta
npmwcwidth1.0.1indirecta
npmweb-namespaces2.0.1indirecta
npmweb-streams-polyfill4.0.0-beta.3indirecta
npmwebidl-conversions3.0.1indirecta
npmwhatwg-url5.0.0indirecta
npmwhich2.0.2indirecta
npmwhich4.0.0indirecta
npmwhich-boxed-primitive1.0.2indirecta
npmwhich-builtin-type1.1.4indirecta
npmwhich-collection1.0.2indirecta
npmwhich-typed-array1.1.15indirecta
npmwidest-line4.0.1indirecta
npmword-wrap1.2.5indirecta
npmwrap-ansi7.0.0indirecta
npmwrap-ansi8.1.0indirecta
npmwrappy1.0.2indirecta
npmwrite-file-atomic4.0.2indirecta
npmws8.17.1indirecta
npmws8.18.0indirecta
npmxml2js0.6.2indirecta
npmxmlbuilder11.0.1indirecta
npmxtend4.0.2indirecta
npmy18n5.0.8indirecta
npmyallist3.1.1indirecta
npmyallist4.0.0indirecta
npmyaml2.6.0indirecta
npmyargs17.7.2indirecta
npmyargs-parser21.1.1indirecta
npmyauzl2.10.0indirecta
npmyn3.1.1indirecta
npmyocto-queue0.1.0indirecta
npmzod3.23.8indirecta
npmzod3.24.1indirecta
npmzod3.25.51indirecta
npmzod4.2.1indirecta
npmzod-to-json-schema3.24.1indirecta
npmzod-to-json-schema3.24.5indirecta
npmzwitch2.0.4indirecta
PyPIa2a-sdk0.3.26indirecta
PyPIa2ui-agent-sdk0.2.1indirecta
PyPIabsl-py2.4.0indirecta
PyPIaccelerate1.14.0indirecta
PyPIag20.11.4indirecta
PyPIagent-client-protocol0.7.1indirecta
PyPIagentops0.3.16indirecta
PyPIagentops0.4.21indirecta
PyPIaiofiles23.2.1indirecta
PyPIaiofiles24.1.0indirecta
PyPIaiofiles25.1.0indirecta
PyPIaiohappyeyeballs2.6.1indirecta
PyPIaiohappyeyeballs2.6.2indirecta
PyPIaiohappyeyeballs2.7.1indirecta
PyPIaiohttp—indirecta
PyPIaiohttp3.11.15indirecta
PyPIaiohttp3.13.4indirecta
PyPIaiohttp3.13.5indirecta
PyPIaiohttp3.14.1indirecta
PyPIaiohttp-jinja21.6indirecta
PyPIaiohttp-retry2.8.3indirecta
PyPIaiohttp-retry2.9.1indirecta
PyPIaiosignal1.3.2indirecta
PyPIaiosignal1.4.0indirecta
PyPIaiosqlite0.20.0indirecta
PyPIaiosqlite0.22.1indirecta
PyPIaiui0.3.121indirecta
PyPIalembic1.15.2indirecta
PyPIalembic1.18.4indirecta
PyPIalphashape1.3.1indirecta
PyPIannotated-doc0.0.4indirecta
PyPIannotated-types0.7.0indirecta
PyPIanthropic0.49.0indirecta
PyPIanyio4.13.0indirecta
PyPIanyio4.14.1indirecta
PyPIanyio4.14.2indirecta
PyPIanyio4.9.0indirecta
PyPIappdirs1.4.4indirecta
PyPIappnope0.1.4indirecta
PyPIargparse1.4.0indirecta
PyPIasgiref3.8.1indirecta
PyPIast-grep-cli0.41.0indirecta
PyPIast-grep-cli0.42.2indirecta
PyPIasttokens3.0.0indirecta
PyPIasync-timeout4.0.3indirecta
PyPIasync-timeout5.0.1indirecta
PyPIasyncer0.0.7indirecta
PyPIasyncpg0.31.0indirecta
PyPIasyncssh2.22.0indirecta
PyPIasyncssh2.24.0indirecta
PyPIattrs24.3.0indirecta
PyPIattrs25.3.0indirecta
PyPIattrs26.1.0indirecta
PyPIaudioop-lts0.2.1indirecta
PyPIaudioop-lts0.2.2indirecta
PyPIauthlib1.6.12indirecta
PyPIauthlib1.7.2indirecta
PyPIautogen-agentchat0.6.4indirecta
PyPIautogen-core0.6.4indirecta
PyPIautogen-ext0.6.4indirecta
PyPIazure-ai-documentintelligence1.0.2indirecta
PyPIazure-core1.34.0indirecta
PyPIazure-core1.38.2indirecta
PyPIazure-identity1.23.0indirecta
PyPIazure-identity1.25.2indirecta
PyPIbabel2.17.0indirecta
PyPIbackoff2.2.1indirecta
PyPIbackports-asyncio-runner1.2.0indirecta
PyPIbackrefs5.8indirecta
PyPIbanks2.4.2indirecta
PyPIbcrypt4.2.1indirecta
PyPIbcrypt4.3.0indirecta
PyPIbcrypt5.0.0indirecta
PyPIbeautifulsoup44.12.3indirecta
PyPIbeautifulsoup44.13.4indirecta
PyPIbeautifulsoup44.15.0indirecta
PyPIbidict0.23.1indirecta
PyPIbitsandbytes0.49.2indirecta
PyPIbleach6.2.0indirecta
PyPIblinker1.9.0indirecta
PyPIbotbuilder-core4.17.1indirecta
PyPIbotbuilder-schema4.17.1indirecta
PyPIbotframework-connector4.17.1indirecta
PyPIbotframework-streaming4.17.1indirecta
PyPIboto31.42.66indirecta
PyPIbotocore1.42.66indirecta
PyPIbracex2.6indirecta
PyPIbracex3.0indirecta
PyPIbrotli1.1.0indirecta
PyPIbrotli1.2.0indirecta
PyPIbrotlicffi—indirecta
PyPIbrotlicffi1.1.0.0indirecta
PyPIbrotlicffi1.2.0.0indirecta
PyPIbrotlicffi1.2.0.1indirecta
PyPIbuild1.2.2.post1indirecta
PyPIcachetools5.5.2indirecta
PyPIcbor25.9.0indirecta
PyPIcbor26.1.3indirecta
PyPIcertifi2024.12.14indirecta
PyPIcertifi2025.1.31indirecta
PyPIcertifi2026.2.25indirecta
PyPIcertifi2026.6.17indirecta
PyPIcffi1.17.1indirecta
PyPIcffi2.0.0indirecta
PyPIcffi2.1.0indirecta
PyPIcfgv3.4.0indirecta
PyPIcfgv3.5.0indirecta
PyPIchainlit2.0.3indirecta
PyPIchardet5.2.0indirecta
PyPIchardet7.2.0indirecta
PyPIcharset-normalizer3.4.1indirecta
PyPIcharset-normalizer3.4.7indirecta
PyPIcharset-normalizer3.4.9indirecta
PyPIchevron0.14.0indirecta
PyPIchonkie—indirecta
PyPIchonkie1.0.2indirecta
PyPIchonkie1.3.1indirecta
PyPIchroma-hnswlib0.7.3indirecta
PyPIchromadb—indirecta
PyPIchromadb0.4.24indirecta
PyPIchromadb1.1.1indirecta
PyPIchromadb1.5.9indirecta
PyPIclarifai10.8.0indirecta
PyPIclarifai-grpc11.2.6indirecta
PyPIclick—indirecta
PyPIclick8.1.8indirecta
PyPIclick8.3.2indirecta
PyPIclick8.4.2indirecta
PyPIclick-log0.4.0indirecta
PyPIcmake4.0.3indirecta
PyPIcobble0.1.4indirecta
PyPIcohere5.14.0indirecta
PyPIcolorama0.4.6indirecta
PyPIcoloredlogs15.0.1indirecta
PyPIcomm0.2.2indirecta
PyPIcontextlib221.6.0indirecta
PyPIcrawl4ai0.3.4indirecta
PyPIcrawl4ai0.7.0indirecta
PyPIcrawl4ai0.8.5indirecta
PyPIcrewai0.35.8indirecta
PyPIcrewai1.6.1indirecta
PyPIcrewai-tools0.3.0indirecta
PyPIcryptography44.0.0indirecta
PyPIcryptography44.0.2indirecta
PyPIcryptography46.0.5indirecta
PyPIcryptography49.0.0indirecta
PyPIcssselect1.3.0indirecta
PyPIcssselect1.4.0indirecta
PyPIcuda-bindings13.3.1indirecta
PyPIcuda-pathfinder1.5.6indirecta
PyPIcuda-toolkit13.0.3.0indirecta
PyPIcut-cross-entropy25.1.1indirecta
PyPIdakera0.12.9indirecta
PyPIdataclasses-json0.6.7indirecta
PyPIdatasets5.0.0indirecta
PyPIdaytona-analytics-api-client0.198.0indirecta
PyPIdaytona-analytics-api-client-async0.198.0indirecta
PyPIdaytona-api-client0.198.0indirecta
PyPIdaytona-api-client-async0.198.0indirecta
PyPIdaytona-sdk0.198.0indirecta
PyPIdaytona-toolbox-api-client0.198.0indirecta
PyPIdaytona-toolbox-api-client-async0.198.0indirecta
PyPIddgs—indirecta
PyPIddgs9.10.0indirecta
PyPIddgs9.11.3indirecta
PyPIddgs9.14.4indirecta
PyPIdebugpy1.8.13indirecta
PyPIdecorator5.2.1indirecta
PyPIdefusedxml0.7.1indirecta
PyPIdeprecated1.2.18indirecta
PyPIdeprecated1.3.1indirecta
PyPIdeprecation2.1.0indirecta
PyPIdiffusers0.39.0indirecta
PyPIdill0.4.1indirecta
PyPIdirtyjson1.0.8indirecta
PyPIdiscord-py—indirecta
PyPIdiscord-py2.6.4indirecta
PyPIdiscord-py2.7.1indirecta
PyPIdiskcache5.6.3indirecta
PyPIdistlib0.3.9indirecta
PyPIdistlib0.4.0indirecta
PyPIdistro1.9.0indirecta
PyPIdnspython2.7.0indirecta
PyPIdnspython2.8.0indirecta
PyPIdocker7.1.0indirecta
PyPIdocker7.2.0indirecta
PyPIdockerfile-parse2.0.1indirecta
PyPIdocstring-parser0.16indirecta
PyPIdocstring-parser0.18.0indirecta
PyPIdocx2txt0.8indirecta
PyPIduckduckgo-search2025.4.1indirecta
PyPIdurationpy0.9indirecta
PyPIe2b2.21.1indirecta
PyPIe2b2.33.0indirecta
PyPIe2b-code-interpreter2.6.2indirecta
PyPIe2b-code-interpreter2.8.1indirecta
PyPIecdsa0.19.1indirecta
PyPIemail-validator2.3.0indirecta
PyPIembedchain0.1.113indirecta
PyPIet-xmlfile2.0.0indirecta
PyPIexceptiongroup1.2.2indirecta
PyPIexceptiongroup1.3.0indirecta
PyPIexceptiongroup1.3.1indirecta
PyPIexecuting2.2.0indirecta
PyPIfake-http-header0.3.5indirecta
PyPIfake-useragent2.2.0indirecta
PyPIfast-depends3.0.8indirecta
PyPIfastapi—indirecta
PyPIfastapi0.115.12indirecta
PyPIfastapi0.128.0indirecta
PyPIfastapi0.135.3indirecta
PyPIfastapi0.136.1indirecta
PyPIfastapi0.139.0indirecta
PyPIfastavro1.10.0indirecta
PyPIfastjsonschema2.21.1indirecta
PyPIfastuuid0.14.0indirecta
PyPIffmpy0.5.0indirecta
PyPIfilelock3.16.1indirecta
PyPIfilelock3.18.0indirecta
PyPIfilelock3.29.4indirecta
PyPIfilelock3.29.7indirecta
PyPIfiletype1.2.0indirecta
PyPIflaml2.3.3indirecta
PyPIflaml2.3.4indirecta
PyPIflask—indirecta
PyPIflask3.1.0indirecta
PyPIflatbuffers24.12.23indirecta
PyPIflatbuffers25.2.10indirecta
PyPIfrozendict2.4.6indirecta
PyPIfrozenlist1.5.0indirecta
PyPIfrozenlist1.8.0indirecta
PyPIfsspec2024.12.0indirecta
PyPIfsspec2025.3.2indirecta
PyPIfsspec2026.4.0indirecta
PyPIfsspec2026.6.0indirecta
PyPIghp-import2.1.0indirecta
PyPIgitdb4.0.12indirecta
PyPIgitpython3.1.44indirecta
PyPIgoogle-adk2.0.0indirecta
PyPIgoogle-ai-generativelanguage0.6.4indirecta
PyPIgoogle-api-core2.24.2indirecta
PyPIgoogle-api-core2.30.3indirecta
PyPIgoogle-api-python-client2.166.0indirecta
PyPIgoogle-auth2.38.0indirecta
PyPIgoogle-auth2.49.2indirecta
PyPIgoogle-auth2.53.0indirecta
PyPIgoogle-auth-httplib20.2.0indirecta
PyPIgoogle-cloud-aiplatform1.87.0indirecta
PyPIgoogle-cloud-bigquery3.30.0indirecta
PyPIgoogle-cloud-core2.4.3indirecta
PyPIgoogle-cloud-core2.5.1indirecta
PyPIgoogle-cloud-resource-manager1.14.2indirecta
PyPIgoogle-cloud-storage2.19.0indirecta
PyPIgoogle-cloud-storage3.10.1indirecta
PyPIgoogle-crc32c1.7.1indirecta
PyPIgoogle-crc32c1.8.0indirecta
PyPIgoogle-genai1.73.1indirecta
PyPIgoogle-genai1.75.0indirecta
PyPIgoogle-generativeai0.5.4indirecta
PyPIgoogle-resumable-media2.7.2indirecta
PyPIgoogle-resumable-media2.8.2indirecta
PyPIgoogleapis-common-protos1.66.0indirecta
PyPIgoogleapis-common-protos1.69.2indirecta
PyPIgoogleapis-common-protos1.75.0indirecta
PyPIgptcache0.1.44indirecta
PyPIgradio5.23.2indirecta
PyPIgradio6.12.0indirecta
PyPIgradio-client1.8.0indirecta
PyPIgradio-client2.4.1indirecta
PyPIgraphviz0.21indirecta
PyPIgreenlet3.0.3indirecta
PyPIgreenlet3.1.1indirecta
PyPIgreenlet3.2.2indirecta
PyPIgreenlet3.4.0indirecta
PyPIgreenlet3.5.3indirecta
PyPIgriffe1.7.2indirecta
PyPIgriffe2.0.2indirecta
PyPIgriffecli2.0.2indirecta
PyPIgriffelib2.0.2indirecta
PyPIgroovy0.1.2indirecta
PyPIgrpc-google-iam-v10.14.2indirecta
PyPIgrpcio1.71.0indirecta
PyPIgrpcio1.76.0indirecta
PyPIgrpcio-status1.62.3indirecta
PyPIgrpcio-tools1.71.2indirecta
PyPIgrpcio-tools1.76.0indirecta
PyPIgrpclib0.4.9indirecta
PyPIh110.14.0indirecta
PyPIh110.16.0indirecta
PyPIh24.1.0indirecta
PyPIh24.2.0indirecta
PyPIh24.3.0indirecta
PyPIhf-gradio0.3.2indirecta
PyPIhf-transfer0.1.9indirecta
PyPIhf-xet1.4.3indirecta
PyPIhf-xet1.5.1indirecta
PyPIhpack4.0.0indirecta
PyPIhpack4.1.0indirecta
PyPIhpack4.2.0indirecta
PyPIhtml2text2024.2.26indirecta
PyPIhtml5lib1.1indirecta
PyPIhttpcore1.0.7indirecta
PyPIhttpcore1.0.9indirecta
PyPIhttplib20.22.0indirecta
PyPIhttptools0.6.4indirecta
PyPIhttpx0.28.1indirecta
PyPIhttpx-sse0.4.0indirecta
PyPIhttpx-sse0.4.3indirecta
PyPIhttpx-ws0.9.0indirecta
PyPIhuggingface-hub0.27.1indirecta
PyPIhuggingface-hub0.30.1indirecta
PyPIhuggingface-hub0.36.2indirecta
PyPIhuggingface-hub1.16.1indirecta
PyPIhumanfriendly10.0indirecta
PyPIhumanize4.12.3indirecta
PyPIhumanize4.15.0indirecta
PyPIhyperframe6.0.1indirecta
PyPIhyperframe6.1.0indirecta
PyPIidentify2.6.16indirecta
PyPIidentify2.6.9indirecta
PyPIidna3.10indirecta
PyPIidna3.11indirecta
PyPIidna3.18indirecta
PyPIimportlib-metadata8.4.0indirecta
PyPIimportlib-metadata8.5.0indirecta
PyPIimportlib-metadata8.9.0indirecta
PyPIimportlib-resources6.4.5indirecta
PyPIimportlib-resources6.5.2indirecta
PyPIiniconfig2.1.0indirecta
PyPIiniconfig2.3.0indirecta
PyPIinquirerpy0.3.4indirecta
PyPIinstructor—indirecta
PyPIinstructor1.14.4indirecta
PyPIinstructor1.3.3indirecta
PyPIipykernel6.29.5indirecta
PyPIipython8.34.0indirecta
PyPIisodate0.7.2indirecta
PyPIitsdangerous2.2.0indirecta
PyPIjedi0.19.2indirecta
PyPIjinja23.1.6indirecta
PyPIjiter0.11.1indirecta
PyPIjiter0.12.0indirecta
PyPIjiter0.14.0indirecta
PyPIjiter0.16.0indirecta
PyPIjiter0.4.2indirecta
PyPIjmespath1.1.0indirecta
PyPIjoblib1.4.2indirecta
PyPIjoblib1.5.3indirecta
PyPIjoserfc1.6.5indirecta
PyPIjson-repair0.25.2indirecta
PyPIjson-repair0.39.1indirecta
PyPIjson50.12.0indirecta
PyPIjsonpatch1.33indirecta
PyPIjsonpickle3.4.2indirecta
PyPIjsonpointer3.0.0indirecta
PyPIjsonref1.1.0indirecta
PyPIjsonschema4.23.0indirecta
PyPIjsonschema4.26.0indirecta
PyPIjsonschema-path0.3.4indirecta
PyPIjsonschema-specifications2024.10.1indirecta
PyPIjsonschema-specifications2025.9.1indirecta
PyPIjupyter-client8.6.3indirecta
PyPIjupyter-core5.7.2indirecta
PyPIjupyterlab-pygments0.3.0indirecta
PyPIjupytext1.16.7indirecta
PyPIkubernetes31.0.0indirecta
PyPIkubernetes32.0.1indirecta
PyPIkuzu0.11.3indirecta
PyPIlancedb0.5.7indirecta
PyPIlangchain0.1.20indirecta
PyPIlangchain0.3.25indirecta
PyPIlangchain1.2.10indirecta
PyPIlangchain-anthropic0.1.13indirecta
PyPIlangchain-aws1.4.0indirecta
PyPIlangchain-classic1.0.2indirecta
PyPIlangchain-cohere0.1.5indirecta
PyPIlangchain-community0.0.38indirecta
PyPIlangchain-core0.1.53indirecta
PyPIlangchain-core0.3.63indirecta
PyPIlangchain-core1.2.18indirecta
PyPIlangchain-google-genai1.0.4indirecta
PyPIlangchain-memgraph0.1.7indirecta
PyPIlangchain-neo4j0.4.0indirecta
PyPIlangchain-neo4j0.8.0indirecta
PyPIlangchain-openai0.1.7indirecta
PyPIlangchain-text-splitters0.0.2indirecta
PyPIlangchain-text-splitters0.3.8indirecta
PyPIlangchain-text-splitters1.1.1indirecta
PyPIlangextract1.2.1indirecta
PyPIlangfuse4.0.6indirecta
PyPIlanggraph1.0.10indirecta
PyPIlanggraph-checkpoint4.0.1indirecta
PyPIlanggraph-prebuilt1.0.8indirecta
PyPIlanggraph-sdk0.3.6indirecta
PyPIlangsmith0.1.147indirecta
PyPIlangsmith0.3.44indirecta
PyPIlangsmith0.7.16indirecta
PyPIlark1.2.2indirecta
PyPIlark1.3.1indirecta
PyPIlazify0.4.0indirecta
PyPIlazy-object-proxy1.12.0indirecta
PyPIlibsql-experimental0.0.55indirecta
PyPIlightgbm4.5.0indirecta
PyPIlightgbm4.6.0indirecta
PyPIlinecache21.0.0indirecta
PyPIlinkify-it-py2.0.3indirecta
PyPIlinkify-it-py2.1.0indirecta
PyPIlinkpreview0.12.1indirecta
PyPIlit18.1.8indirecta
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                "points": 22.5,
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                "points": 0,
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                "name": "Bus factor",
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                "key": "openssf_scorecard_contributors",
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                "key": "openssf_scorecard_code_review",
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            "notes": [
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                "code": "excluded_no_data",
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            "value": 71,
            "inputs": {
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                "details": [
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                "key": "owner_reach",
                "name": "Owner reach",
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                    "code": "owner_followers",
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                "max_points": 25
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                "key": "track_record",
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                "points": 25,
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                "details": [
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                "key": "openssf_scorecard_ci_tests",
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 1/5 approved changesets -- score normalized to 2",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 8 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",
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                "status": "met",
                "details": [],
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                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
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                "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",
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                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 21 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
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              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
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                "key": "token_permissions",
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              {
                "key": "vulnerabilities",
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                "points": 0,
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                "max_points": 7.5
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            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
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            "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.",
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                "key": "policy_exposure_multiplier",
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                "points": 100,
                "status": "met",
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 65,
        "weight": 0,
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            "band": "good",
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                "max_points": 45
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              {
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          {
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            "name": "Verify loop (build / test / typecheck)",
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            "inputs": {
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                "key": "automated_maintenance",
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                "details": [
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                "points": 0,
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            "key": "ai_code_legibility",
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            "note": null,
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            "name": "Machine-readable interfaces",
            "note": null,
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          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
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  },
  "warnings": [
    "Resolved dependency list truncated to 2000 of 2362 packages (counts remain complete)"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-17T14:10:26.188669Z",
  "schema_version": "0.11.0",
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  "license_state": "standard",
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}

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Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.11.0 — metodología completa · wiki de métricas.

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