Registro público
Informe de salud del softwareesquema 0.25.0 · métricas 1.13.0 · 2026-07-21 23:08 UTC

langbot-app / LangBot

Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, GLM, Ollama, SiliconFlow, Moonshot, openclaw / hermes agent, deerflow

Python · TypeScriptApache-2.0★ 17.003 estrellas⑂ 1509 forksdesde dic 2022Ver en GitHub ↗
#qq#openai#agent#llm#wechat#telegram#dify#discord#deepseek#dingtalk#feishu#lark#ollama#langbot#n8n#plugins#rag#line#coze#kook

langbot-app/LangBot tiene un índice de salud de 80 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (96/100) y la más baja, Security (48/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

80
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.

80
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

LangBot HQOrganización
75 seguidores25 repositorios públicosdesde nov 2024

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
PyPIlangbot4.10.6-44hace 5 díasbotagenttelegrampluginsopenaiinstant-messagingwechatqqdifyllmchatgptdeepseekonebot

Métricas por categoría

Vitalidad

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

96Excelente · 22% del índice global

Actividad de desarrollo

100Excelente
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
36/36Cadencia de commits — 52/52 semanas con commits
18/18Volumen de commits — 1133 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year1133
human_commit_share1
days_since_last_push0
active_weeks_last_year52

Disciplina de publicación

90Excelente
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 5 días
27/27Cadencia de publicación — una versión cada ~6,3 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count100
latest_release_tagv4.10.6
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases6,3

Comunidad y Adopción

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

88Excelente · 18% del índice global

Popularidad y adopción

97Excelente
Cómo se puntúa
60/60Estrellas — 17.003 estrellas
25/25Forks — 1509 forks
12.2/15Observadores — 157 observadores
Datos de entrada utilizados
forks1509
stars17.003
watchers157
growth_stateorganic
growth_factor_pct100

Salud de la comunidad

77Bueno
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readmesí
has_licensesí
has_contributingsí
has_issue_templateno
has_code_of_conductno
has_pull_request_templatesí

Sostenibilidad y Gobernanza

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

66Moderado · 24% del índice global

Resiliencia de mantenedores (factor bus)

37En riesgo
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
4.7/22.5Distribución de commits — el principal contribuyente firma el 79% de los commits
13.5/13.5Amplitud de contribuyentes — 85 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 11 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled85
top_contributor_share0,79

Capacidad de respuesta a issues y PR

82Bueno
Cómo se puntúa
43.3/46.8Resolución de issues — 93% de issues cerradas
33.7/38.3Aceptación de PR — 724/822 PR decididos fusionados
4.5/15OpenSSF Scorecard: Code-Review — Found 10/30 approved changesets -- score normalized to 3
Datos de entrada utilizados
merged_prs724
open_issues107
closed_issues1331
issue_closed_ratio0,926
closed_unmerged_prs98

Propiedad y custodia

57Moderado
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
13.5/25Alcance del propietario — 75 seguidores de langbot-app
13.6/25Trayectoria — 25 repos públicos, cuenta de ~1 años
Datos de entrada utilizados
followers75
owner_typeOrganization
is_verified—
owner_loginlangbot-app
public_repos25
account_age_days604

Mantenimiento de paquetes

100Excelente
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 5 días
20/20Historial de versiones — 44 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packageslangbot
ecosystemspypi
any_deprecatedno
min_days_since_publish5

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

96Excelente · 20% del índice global

Prácticas de ingeniería

94Excelente
Cómo se puntúa
24/24Flujos de trabajo de CI — 11 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — eslint.config.mjs
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 27 out of 27 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_cisí
has_testssí
has_editorconfigno
has_linter_configsí
has_precommit_configsí

Documentación

100Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://langbot.app
10/10Descripción del repositorio
10/10Topics — 20 topics
10/10Wiki
Datos de entrada utilizados
topicsqq, openai, agent, llm, wechat, telegram, dify, discord, deepseek, dingtalk, feishu, lark, ollama, langbot, n8n, plugins, rag, line, coze, kook
has_wikisí
homepagehttps://langbot.app
has_readmesí
has_docs_dirsí
has_descriptionsí

Seguridad

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

48En riesgo · 16% del índice global

Postura de seguridad

47En riesgo
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 — 27 out of 27 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
2.2/7.5Code-Review — Found 10/30 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 11 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 20 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
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 40 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4,7

Avisos de dependencias

52Moderado
Cómo se puntúa
4.3/35Dependencias directas libres de avisos conocidos — 5 afectados: chromadb 1.4.1 (critical 9.8), pillow 12.2.0 (critical 9.1), axios 1.17.0 (high 8.2), +2 más
0/25Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
34.6/40Sin avisos pendientes — 1 paquete(s) con avisos sin atender más allá de 90 días; el más antiguo publicado hace 1117 días
Datos de entrada utilizados
sourceosv
advisories54
affected_packages16
assessed_packages963
unassessed_packages1
affected_by_severitycritical 2, high 9, moderate 5
direct_affected_packages5
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos. Los pesos restantes se han renormalizado. Se cotejaron 963 dependencias resueltas con OSV. 1 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido o fuera de la lista de paquetes informada. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. No se analiza la alcanzabilidad.

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.

77Bueno · 0% del índice global

Contexto y guía para agentes

85Excelente
Cómo se puntúa
45/45Instrucciones para agentes — AGENTS.md, CLAUDE.md, skills/AGENTS.md
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 92 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,92
agent_instruction_filesAGENTS.md, CLAUDE.md, skills/AGENTS.md
agent_instruction_max_bytes4514

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

77Bueno
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — eslint.config.mjs
11/11Verificación estática de tipos — web/tsconfig.json
10/10Entorno reproducible — Dockerfile, lockfile
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
5/8Mantenimiento automatizado — automatización de dependencias configurada, no observada en los commits muestreados
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_testssí
lockfilespackage-lock.json, pnpm-lock.yaml, uv.lock
has_dockerfilesí
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configsí
typecheck_configsweb/tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

Legibilidad del código para modelos

81Bueno
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (web/tsconfig.json)
53.7/55Tamaños de archivo manejables — 21/874 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes143.014
source_files_sampled874
oversized_source_files21

Interfaces legibles por máquina

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

Datos clave

17.003estrellas de GitHub
85contribuidores
1133commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
1factor bus
107issues abiertas
npm, PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • deps.dev does not index pypi:langbot@4.10.6; advisories assessed against the repository dependency graph instead

Más detalle

Historial de estrellas y forks 17.003 ★ / 1509 ⇿
17.003Estrellas
1509Forks
100Versiones

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

Solo se muestra el historial más reciente: este repositorio supera la ventana de recopilación, por lo que no se captura el historial más antiguo.

04000800012.00016.00020.00017.0031509602025-022025-112026-07
Mayor 1Menor 10Parche 57

Cada punto abarca 2 días.

OpenSSF Scorecard 4.7 / 10
4.7agregado

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 · 2026-07-21 23:07 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests27 out of 27 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 10/30 approved changesets -- score normalized to 3
10Contributorsproject has 11 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 20 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
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities40 existing vulnerabilities detected
Dependencias directas 134
RegistroPaqueteRestricción de versiónManifiesto
PyPIaiocqhttp>=1.4.4pyproject.toml
PyPIaiofiles>=24.1.0pyproject.toml
PyPIaiohttp>=3.14.1pyproject.toml
PyPIaioshutil>=1.5pyproject.toml
PyPIaiosqlite>=0.21.0pyproject.toml
PyPIanthropic>=0.51.0pyproject.toml
PyPIargon2-cffi>=23.1.0pyproject.toml
PyPIasync-lru>=2.0.5pyproject.toml
PyPIcertifi>=2025.4.26pyproject.toml
PyPIcolorlog~=6.6.0pyproject.toml
PyPIcryptography>=48.0.1pyproject.toml
PyPIdashscope>=1.25.10pyproject.toml
PyPIdingtalk-stream>=0.24.0pyproject.toml
PyPIdiscord-py>=2.5.2pyproject.toml
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PyPIgewechat-client>=0.1.5pyproject.toml
PyPIlark-oapi>=1.5.5pyproject.toml
PyPImcp>=1.25.0pyproject.toml
PyPInakuru-project-idk>=0.0.2.1pyproject.toml
PyPIollama>=0.4.8pyproject.toml
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PyPIpillow>=12.2.0pyproject.toml
PyPIpsutil>=7.0.0pyproject.toml
PyPIpycryptodome>=3.22.0pyproject.toml
PyPIpydantic>2.0pyproject.toml
PyPIpyjwt>=2.12.0pyproject.toml
PyPIpython-telegram-bot>=22.0pyproject.toml
PyPIpyyaml>=6.0.2pyproject.toml
PyPIqq-botpy-rc>=1.2.1.6pyproject.toml
PyPIqrcode>=7.4pyproject.toml
PyPIquart>=0.20.0pyproject.toml
PyPIquart-cors>=0.8.0pyproject.toml
PyPIrequests>=2.33.0pyproject.toml
PyPIslack-sdk>=3.35.0pyproject.toml
PyPIalembic>=1.15.0pyproject.toml
PyPIsqlalchemy>=2.0.40pyproject.toml
PyPIsqlmodel>=0.0.24pyproject.toml
PyPItelegramify-markdown>=0.5.1pyproject.toml
PyPItiktoken>=0.9.0pyproject.toml
PyPIurllib3>=2.7.0pyproject.toml
PyPIwebsockets>=15.0.1pyproject.toml
PyPIpython-socks>=2.7.1pyproject.toml
PyPIpip>=26.1pyproject.toml
PyPIruff>=0.11.9pyproject.toml
PyPIpre-commit>=4.2.0pyproject.toml
PyPIuv>=0.11.15pyproject.toml
PyPImypy>=1.16.0pyproject.toml
PyPIPyPDF2>=3.0.1pyproject.toml
PyPIpython-docx>=1.1.0pyproject.toml
PyPIpandas>=2.2.2pyproject.toml
PyPIchardet>=5.2.0pyproject.toml
PyPImarkdown>=3.6pyproject.toml
PyPIbeautifulsoup4>=4.12.3pyproject.toml
PyPIebooklib>=0.18pyproject.toml
PyPIhtml2text>=2024.2.26pyproject.toml
PyPIlangchain>=1.3.9pyproject.toml
PyPIlangchain-core>=1.3.3pyproject.toml
PyPIlangsmith>=0.8.18pyproject.toml
PyPIpython-multipart>=0.0.27pyproject.toml
PyPIMako>=1.3.12pyproject.toml
PyPIlangchain-text-splitters>=1.1.2pyproject.toml
PyPIchromadb>=1.0.0,<2.0.0pyproject.toml
PyPIqdrant-client(>=1.15.1,<2.0.0)pyproject.toml
PyPIpyseekdb==1.1.0.post3pyproject.toml
PyPIlangbot-plugin==0.4.13pyproject.toml
PyPIasyncpg>=0.30.0pyproject.toml
PyPIline-bot-sdk>=3.19.0pyproject.toml
PyPImatrix-nio>=0.25.2pyproject.toml
PyPItboxsdk>=0.0.10pyproject.toml
PyPIboto3>=1.35.0pyproject.toml
PyPIpymilvus>=2.6.4pyproject.toml
PyPIpgvector>=0.4.1pyproject.toml
PyPIbotocore>=1.42.39pyproject.toml
PyPIlitellm>=1.0.0pyproject.toml
PyPIvalkey-glide>=2.4.1,<3.0.0pyproject.toml
npm@dnd-kit/core^6.3.1web/package.json
npm@dnd-kit/sortable^10.0.0web/package.json
npm@dnd-kit/utilities^3.2.2web/package.json
npm@hookform/resolvers^5.0.1web/package.json
npm@radix-ui/react-alert-dialog^1.1.15web/package.json
npm@radix-ui/react-avatar^1.1.11web/package.json
npm@radix-ui/react-checkbox^1.3.1web/package.json
npm@radix-ui/react-collapsible^1.1.12web/package.json
npm@radix-ui/react-context-menu^2.2.15web/package.json
npm@radix-ui/react-dialog^1.1.14web/package.json
npm@radix-ui/react-dropdown-menu^2.1.16web/package.json
npm@radix-ui/react-hover-card^1.1.13web/package.json
npm@radix-ui/react-label^2.1.6web/package.json
npm@radix-ui/react-popover^1.1.14web/package.json
npm@radix-ui/react-progress^1.1.8web/package.json
npm@radix-ui/react-scroll-area^1.2.9web/package.json
npm@radix-ui/react-select^2.2.4web/package.json
npm@radix-ui/react-separator^1.1.8web/package.json
npm@radix-ui/react-slot^1.2.3web/package.json
npm@radix-ui/react-switch^1.2.4web/package.json
npm@radix-ui/react-tabs^1.1.11web/package.json
npm@radix-ui/react-toggle^1.1.8web/package.json
npm@radix-ui/react-toggle-group^1.1.9web/package.json
npm@radix-ui/react-tooltip^1.2.7web/package.json
npm@tailwindcss/postcss^4.1.5web/package.json
npm@tanstack/react-table^8.21.3web/package.json
npm@vitejs/plugin-react^6.0.1web/package.json
npmaxios^1.16.0web/package.json
npmclass-variance-authority^0.7.1web/package.json
npmclsx^2.1.1web/package.json
npmhighlight.js^11.11.1web/package.json
npmi18next^25.1.2web/package.json
npmi18next-browser-languagedetector^8.1.0web/package.json
npminput-otp^1.4.2web/package.json
npmlodash^4.18.0web/package.json
npmlucide-react^0.507.0web/package.json
npmpostcss^8.5.10web/package.json
npmqrcode^1.5.4web/package.json
npmreact19.2.1web/package.json
npmreact-dom19.2.1web/package.json
npmreact-hook-form^7.56.3web/package.json
npmreact-i18next^15.5.1web/package.json
npmreact-markdown^10.1.0web/package.json
npmreact-photo-view^1.2.7web/package.json
npmreact-router-dom^7.15.0web/package.json
npmreact-syntax-highlighter^16.1.0web/package.json
npmrecharts2.15.4web/package.json
npmrehype-autolink-headings^7.1.0web/package.json
npmrehype-highlight^7.0.2web/package.json
npmrehype-raw^7.0.0web/package.json
npmrehype-sanitize^6.0.0web/package.json
npmrehype-slug^6.0.0web/package.json
npmremark-gfm^4.0.1web/package.json
npmsonner^2.0.3web/package.json
npmtailwind-merge^3.2.0web/package.json
npmtailwindcss^4.1.5web/package.json
npmuuidjs^5.1.0web/package.json
npmvite^8.0.16web/package.json
npmzod^3.24.4web/package.json
Todas las dependencias 964

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 136 paquetes directos y 828 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
npm@dnd-kit/core6.3.1directa
npm@dnd-kit/sortable10.0.0directa
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Avisos de dependencias 16

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 963 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 16 tienen avisos conocidos, de los cuales 5 son directas. 1 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido, o fuera de la lista de paquetes informada.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
chromadb1.4.1directacrítica2—
pillow12.2.0directacrítica2112.3.0
axios1.17.0directaalta101.18.0
mcp1.26.0directaalta31.28.1
brace-expansion1.1.12indirectaalta25.0.7
brace-expansion5.0.6indirectaalta15.0.7
click8.3.1indirectaalta18.3.3
js-yaml4.2.0indirectaalta14.3.0
minimatch3.1.3indirectaalta110.2.3
soupsieve2.8.3indirectaalta42.8.4
transformers5.3.0indirectaalta15.5.0
pypdf23.0.1directamoderada23.9.0
ajv6.12.6indirectamoderada18.18.0
setuptools80.10.2indirectamoderada283.0.0
torch2.12.1indirectamoderada12.13.0
yaml2.8.2indirectamoderada12.8.3

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          "committed_at": "2026-07-15T10:09:16Z",
          "body_truncated": false,
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        {
          "oid": "bd87bb453c7c62e684f9be5fd5e431a8310387af",
          "body": null,
          "is_bot": false,
          "headline": "fix(dingtalk): avoid blocking event loop on connection open (#2337)",
          "author_name": "WierJZ",
          "author_login": "WierJZ",
          "committed_at": "2026-07-15T10:04:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0eb1bf684af7563f425ebbbd77d2f9bada606f11",
          "body": "Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs(readme): reorder demo and remove star history (#2341)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-15T06:43:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c53b800267b666389c0856df80f60c1983ce22cf",
          "body": "…tible models (#2330)\n\n* fix(provider): strip think tags for MiniMax-M3 and other OpenAI-compatible models\n\nMiniMax-M3 (and other OpenAI-compatible providers) emit chain-of-thought\nreasoning directly in the content field wrapped in  tags, instead\nof using a separate reasoning_content field or the le\n[…]\nr.\n\n* fix(litellmchat): add missing _CLOSE_TAG class attribute on _ThinkStripState\n\n* fix(provider): handle think stripping across LiteLLM paths\n\n---------\n\nCo-authored-by: WangCham <651122857@qq.com>",
          "is_bot": false,
          "headline": "fix(provider): strip think tags for MiniMax-M3 and other OpenAI-compa…",
          "author_name": "DongXiaoming",
          "author_login": "MIKAZE3",
          "committed_at": "2026-07-15T02:54:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bd35b793e19177c9e49769c99933d0a8646cf2b7",
          "body": "* fix(embed): isolate browser chat sessions\n\n* fix(embed): harden reset and reconnect recovery",
          "is_bot": false,
          "headline": "fix(embed): isolate browser chat sessions (#2335)",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-07-13T07:08:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c3e52c16c0414089dd84d682399ac43637ddea5",
          "body": "* fix(aiocqhttp): correct listener lifecycle handling\n\n* docs(aiocqhttp): add listener lifecycle evidence",
          "is_bot": false,
          "headline": "fix(aiocqhttp): correct listener lifecycle handling (#2336)",
          "author_name": "Stevenqin",
          "author_login": "StevenQinDev",
          "committed_at": "2026-07-13T05:50:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0755beebcd97e01a43259c3e5ef7ba6d75f18358",
          "body": "* feat: Implement workflow form handling for paused workflows\n\n- Added module-level storage for pending forms to manage state across sessions.\n- Introduced functions to set, get, and clear pending forms with expiration handling.\n- Enhanced DifyServiceAPIRunner to support resuming paused workflows vi\n[…]\non in Dify API runner and Telegram adapter\n\n* feat: Add missing completed input lines handling in DingTalk adapter\n\n* feat: Add pipeline_uuid handling across multiple adapters and update related tests",
          "is_bot": false,
          "headline": "feat: add supports for dify hitl (#2226)",
          "author_name": "Dongchuan Fu",
          "author_login": "fdc310",
          "committed_at": "2026-07-12T16:42:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3ddebd26ae9bb230e8f543a087b5e09f2558646c",
          "body": "Skip the unsupported valkey-glide dependency on Windows while preserving automatic installation on supported platforms. Keep missing-client runtime and test paths safe, and update the Valkey integration documentation.",
          "is_bot": false,
          "headline": "fix: skip valkey-glide on Windows (#2333)",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-07-12T16:22:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a3f7f8059959818b858edd2f597d8d2a96fa0e8",
          "body": "* fix(mcp): harden remote SSE fallback\n\n* fix(mcp): preserve transport errors during fallback\n\n---------\n\nCo-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): harden remote SSE fallback (#2324)",
          "author_name": "Guanchao Wang",
          "author_login": "wangcham",
          "committed_at": "2026-07-11T14:08:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "940234a0d85bfefb38ead2074122f2ebc0eeeede",
          "body": null,
          "is_bot": false,
          "headline": "docs: update blog links to main site",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-07-09T18:13:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c405901d27ae7ad593030745f9dcd50a4711aeb",
          "body": "* feat(vector): add Valkey Search vector database backend\n\nAdd a new opt-in VectorDatabase backend backed by the Valkey Search module\n(valkey/valkey-bundle), accessed via the official valkey-glide client's native\nft command namespace.\n\n- Implements the full VectorDatabase ABC: VECTOR, FULL_TEXT and \n[…]\nse instance and are covered by env-gated integration tests instead of unit tests.\n\nSigned-off-by: Daria Korenieva <daric2612@gmail.com>\n\n---------\n\nSigned-off-by: Daria Korenieva <daric2612@gmail.com>",
          "is_bot": false,
          "headline": "feat(vector): add Valkey Search vector database backend (#2276)",
          "author_name": "Daria Korenieva",
          "author_login": "daric93",
          "committed_at": "2026-07-07T22:59:16Z",
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          "body": "Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs(config): add box.default_memory_mb to config.yaml template (#2319)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T07:18:27Z",
          "body_truncated": false,
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        {
          "oid": "209706b0b9217251572a9df04e15c2f156dcbb15",
          "body": "…#2318)\n\nOperators can now set a global default memory limit for all stdio MCP\nservers in config.yaml or via environment variable:\n\n  config.yaml:\n    box:\n      default_memory_mb: 2048  # default: 1536\n\n  env:\n    BOX__DEFAULT_MEMORY_MB=2048\n\nThe default is raised from 1024 to 1536 MB — a safer flo\n[…]\nviously the fallback was hardcoded to 1024 MB, causing OOM kills\n(return_code=137) on node/npx MCP servers that need more RAM.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(mcp): add box.default_memory_mb config for nsjail memory limit (…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T06:24:06Z",
          "body_truncated": true,
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        {
          "oid": "205404e3da6dd7f91811f42e12b0e62e74212974",
          "body": "…FIELDS) (#2317)\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(deps): pin langbot-plugin 0.4.13 (memory_mb removed from _COMPAT_…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T05:45:13Z",
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        {
          "oid": "3e93ccfb45dced3a2b37357f1ed253aa243a0511",
          "body": "…ictError (#2316)\n\nAll MCPs share one Box session (mcp-shared). When session memory_mb differed\nby command type (512 for python, 1024 for node), the second MCP to call\ncreate_session raised BoxSessionConflictError. Fix: always use 1024 MB for\nthe shared session so python and node MCPs coexist without conflict.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): use uniform session memory_mb=1024 to avoid BoxSessionConfl…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T01:55:49Z",
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          "oid": "c5d7e3dcb10691788c6f7fe3d5560218ef9240a0",
          "body": "… fix) (#2315)\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(deps): pin langbot-plugin 0.4.12 (BoxManagedProcessSpec.memory_mb…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T01:31:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd6d5d9c2f80939533774ec9c6e8aa8e0f499001",
          "body": "…OOM fix (#2314)\n\n* fix(mcp): bump default memory to 1024MB for node (npx) stdio MCP servers\n\nNode.js MCP servers (npx/bunx) were being OOM-killed (return_code=137) by the\ndefault 512MB nsjail cgroup_mem_max. Node V8 reserves large virtual address\nspace and instantiates WebAssembly modules (undici l\n[…]\nore(deps): pin langbot-plugin 0.4.10 (per-process memory_mb fix)\n\n* chore: update uv.lock for langbot-plugin 0.4.10\n\n---------\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): pin langbot-plugin 0.4.10 - per-process memory_mb for node …",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-04T01:03:43Z",
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        },
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          "oid": "1f7d9339fc8ec0dc400e8fa8e6c536909a1ab1fd",
          "body": "…ers (#2313)\n\nNode.js MCP servers (npx/bunx) were being OOM-killed (return_code=137) by the\ndefault 512MB nsjail cgroup_mem_max. Node V8 reserves large virtual address\nspace and instantiates WebAssembly modules (undici llhttp) on startup, easily\nexceeding 512MB resident. This caused every node-based\n[…]\npx/bunx/pnpm, default memory_mb to 1024 unless\nthe operator explicitly set a value. Python/uvx servers keep the 512MB default.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): bump default memory to 1024MB for node (npx) stdio MCP serv…",
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          "body": "Co-authored-by: Hyu <chenhyu@proton.me>",
          "is_bot": false,
          "headline": "fix mcp sidebar status sync (#2312)",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-07-03T12:23:12Z",
          "body_truncated": false,
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        },
        {
          "oid": "ffabb91bfe25f5d686fe6f9da0f5317350d3c342",
          "body": "Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): add missing MCPLogs import to MCPForm (#2311)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T09:59:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96c84740dbe266bc9f5d6c97c714042854e4a9f1",
          "body": "* feat(mcp): add logs tab to MCP server detail panel\n\n- Add MCPLogs component mirroring PluginLogs functionality\n- Add getMcpServerLogs API method to BackendClient\n- Add logs tab to MCPForm detail panel (edit mode only)\n- Add i18n keys (tabLogs, logsLevelAll, logsRefresh, logsAutoRefresh, logsEmpty)\n[…]\nlogs tab\n\n* style: fix prettier in i18n locale files\n\n---------\n\nCo-authored-by: dadachann <dadachann@users.noreply.github.com>\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(mcp): add logs tab to MCP server detail panel (frontend) (#2310)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T08:52:15Z",
          "body_truncated": true,
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        },
        {
          "oid": "85b5b5b54b87f12c6a5e66eb4a0bd616dec90dd4",
          "body": "- Add log buffer (_log_buffer: deque with maxlen=500) to RuntimeMCPSession\n- Capture stderr from Box managed process in monitor_process_health loop\n- Add get_mcp_server_logs service method with limit and level filtering\n- Add GET /servers/<server_name>/logs HTTP endpoint\n- Parse log level from stderr lines (error/warning/debug/info)\n- Tests passing: 211 passed, 12 skipped\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(mcp): add MCP server log panel backend (#2308)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T08:05:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28bffdef21d812595844eeea77b168eac44ba328",
          "body": "…path (#2309)\n\n_ColdStartRetry was caught in _lifecycle_loop_with_retry which set\n_preserve_managed_process = True — but by then the finally block inside\n_lifecycle_loop had already run and called _cleanup_box_stdio_session(),\nstopping the live managed process (return_code=143 SIGTERM). The cold-sta\n[…]\nly block then\nsees the flag and skips stop_managed_process, leaving the live process\nuntouched for the next handshake attempt.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): set _preserve_managed_process before finally in cold-start …",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T07:26:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bf3c96026b8b508cfa2bf2cd232e37624b3f96fe",
          "body": "…ner exit stack (#2307)\n\nThe previous _TransferredStack approach broke anyio lexical context:\nwebsocket_client/ClientSession use anyio task groups whose cancel scope is\nbound to the frame that entered them. Deferring their aclose via a transferred\nexit stack left the underlying memory streams closed\n[…]\nts: cold-start raises _ColdStartRetry (not fatal) when process\n  is alive; raises fatal error when process has actually exited\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): fix cold-start connection drop by using lexically-intact ow…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T06:58:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ed9343c68634e3237903bae41984fb64622aad60",
          "body": "…306)\n\nA node/npx stdio MCP server (e.g. firecrawl-mcp via npx -y) failed on first\nconnect with Connection closed / Failed after 4 attempts, even though the\nprocess was fine. An npx cold start downloads+installs the package before the\nserver can answer the MCP handshake (measured ~27s for a simple o\n[…]\ne first two handshakes with the process alive and\nasserts the loop retries to success while starting the process exactly once.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): retry the stdio handshake during slow (npx) cold starts (#2…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T06:16:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9a8cdde86cdec2a2adfc3e463a738b1981680e87",
          "body": "…nt tests) (#2304)\n\n* refactor(mcp): make MCP test reuse the shared Box session instead of a per-test session\n\nTesting an MCP server (config-page \"test\" button) previously spun up a fresh\nisolated mcp-test-<uuid> Box session every time: cold-start the container, run\nthe dependency bootstrap, probe, \n[…]\nopping another server's process.\n\n* chore(deps): pin langbot-plugin 0.4.9 for the nsjail RLIMIT_AS node/npx MCP fix\n\n---------\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "refactor(mcp): make MCP test reuse the shared Box session (near-insta…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T05:14:14Z",
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        },
        {
          "oid": "a2655e16f8dc0f1bce53cd3d7d7ecd1e9e19f74e",
          "body": "…ers (#2303)\n\n* fix(mcp): survive transient WS transport drops for Box stdio MCP servers\n\nA Box-backed stdio MCP server (e.g. pab1it0/prometheus) would periodically\nerror on the frontend with Box managed process exited unexpectedly /\nFailed after 4 attempts once the session had been alive for a whil\n[…]\nplace.\n\n* style(mcp): ruff format\n\n* chore(deps): pin langbot-plugin 0.4.8 for the managed-process WS heartbeat fix\n\n---------\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): survive transient WS transport drops for Box stdio MCP serv…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-03T04:24:24Z",
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        {
          "oid": "f89611f39afacc6fdc8cf81218fb22d78e3da07b",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v4.10.5",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T16:59:53Z",
          "body_truncated": false,
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        },
        {
          "oid": "04a199a3b200b7e18560ba48b01419f43e561fe4",
          "body": "Fixes #2301",
          "is_bot": false,
          "headline": "fix: preserve MCP server ids with slashes",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-07-02T16:17:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f85278f98bfbe9cc3bb49bc12d67261de7a8ac16",
          "body": null,
          "is_bot": false,
          "headline": "Fix monitoring CI regressions",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T09:22:33Z",
          "body_truncated": false,
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        },
        {
          "oid": "0ce382fc8b8dd07bc05d3fcd9d9855f8cab11600",
          "body": null,
          "is_bot": false,
          "headline": "Improve pipeline monitoring and AI tab resilience",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T08:53:50Z",
          "body_truncated": false,
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        {
          "oid": "e32e515bc9de956c8a44ae4a73d7a04a98683d98",
          "body": null,
          "is_bot": false,
          "headline": "Tone down tool call bubbles",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T08:53:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c809e3d14fccb74d0c768eb57c5e85547782589e",
          "body": null,
          "is_bot": false,
          "headline": "Add tool call observability",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T08:53:50Z",
          "body_truncated": false,
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        },
        {
          "oid": "b1bc05d5d3f0609fc9a8fc5d0155272016b55024",
          "body": null,
          "is_bot": false,
          "headline": "Improve monitoring conversation turns",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-07-02T08:53:50Z",
          "body_truncated": false,
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        },
        {
          "oid": "13dba887d541421bf6499d12046b53dd62e419a2",
          "body": null,
          "is_bot": false,
          "headline": "fix(wecomcs): implement proactive text sends (#2300)",
          "author_name": "Stevenqin",
          "author_login": "StevenQinDev",
          "committed_at": "2026-07-02T06:39:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc7a13158e1af1817b0b701c50a50ea1e1d00659",
          "body": "* fix(aiocqhttp): resolve group member metadata\n\n* style: ruff format",
          "is_bot": false,
          "headline": "fix(aiocqhttp): resolve group member metadata (#2298)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-07-01T12:00:47Z",
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        {
          "oid": "7de7c7f714a7713d42db814234b3c9e7ccde8937",
          "body": null,
          "is_bot": false,
          "headline": "docs: update Product Hunt badge to featured",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T12:23:55Z",
          "body_truncated": false,
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        },
        {
          "oid": "85923e3d7b51374f3253433c2261821862d4a5b3",
          "body": null,
          "is_bot": false,
          "headline": "fix(migrations): shorten mcp resource revision id",
          "author_name": "Junyan Qin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T11:39:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7c6c5dc516150146cc26d5fa923d72cbf15cb78",
          "body": null,
          "is_bot": false,
          "headline": "fix(i18n): add skill tools tooltip translations",
          "author_name": "Junyan Qin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T11:37:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b056646696fcd31e69c9da7debabf49b59366420",
          "body": null,
          "is_bot": false,
          "headline": "fix(migrations): add mcp resource preferences",
          "author_name": "Junyan Qin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T11:36:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "096ec1a8cebfb65cce67f65c01e36779b5ed87b4",
          "body": "* feat(mcp): support mcp resources\n\n* feat(web): split MCP resources into tab\n\n* docs: add MCP resources PR review\n\n* feat(mcp): productionize resource support\n\n* feat(mcp): scope local agent tools and resources\n\n* fix(web): gate space embedding models behind login\n\n* fix(web): prevent clipped space\n[…]\n: expose skill authoring tools in selector\n\n---------\n\nCo-authored-by: yang.xiang <yang.xiang@advancegroup.com>\nCo-authored-by: Hyu <chenhyu@proton.me>\nCo-authored-by: Junyan Qin <rockchinq@gmail.com>",
          "is_bot": false,
          "headline": "feat(mcp): support mcp resources (#2215)",
          "author_name": "advancer-young",
          "author_login": "advancer-young",
          "committed_at": "2026-06-30T11:16:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2618e06492550e017babeb18e2204215d902bbe5",
          "body": null,
          "is_bot": false,
          "headline": "docs: update 302.AI referral link to share.302ai.cn",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-30T09:10:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c8c0eb17b30cfca8e1037f24909d3e069926cc1",
          "body": null,
          "is_bot": false,
          "headline": "test: use package import paths (#2297)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-06-30T02:51:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ccc51522cfb853e2a3960e4e4a5c9968901e1dcc",
          "body": "* fix(aiocqhttp): normalize image and voice base64 payloads\n\n* fix(aiocqhttp): support file messages from base64 payloads\n\n* test(aiocqhttp): use package import path",
          "is_bot": false,
          "headline": "fix(aiocqhttp): normalize base64 media payloads (#2296)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-06-30T02:51:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a99a83f2d0f66b3154481ea095f284965206d44",
          "body": null,
          "is_bot": false,
          "headline": "chore(scripts): mark scripts executable (#2295)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-06-30T02:50:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ebab5343cf980d5622cc5371d0732a1add5e5495",
          "body": "Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(i18n): add bots.admins keys to all locale files (#2292)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-27T09:38:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b97cc800d3eb93560a72eef671ccd066f905f693",
          "body": "* feat(platform): migrate bot admins from config.yaml to database\n\n- Add BotAdmin ORM model (bot_admins table) scoped per bot_uuid\n- Add Alembic migration 0007 to create table and migrate legacy config admins\n- Remove top-level admins key from config.yaml template\n- Add GET/POST/DELETE /api/v1/platf\n[…]\nplicate platform/person label in session list and chat header\n- Migrate existing malformed session_id records in DB\n\n---------\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(platform): migrate bot admins from config.yaml to database (#2289)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-27T09:18:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "48905ea0801da8540727b8092a55b38c3a5e51bb",
          "body": "* feat(plugin): report deferred response delivery failures\n\n* style: fix ruff format issues in plugin_diagnostics and test_handler_actions\n\n---------\n\nCo-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(plugin): report deferred response delivery failures (#2287)",
          "author_name": "彼方",
          "author_login": "BiFangKNT",
          "committed_at": "2026-06-26T15:45:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ddb77fc43cd8ef5f94fe3476a0d36d30c35fe7db",
          "body": "The /change-password and /bind-space endpoints already refuse when\nsystem.allow_modify_login_info is false, but /set-password did not,\nleaving a path to alter login credentials on locked-down deployments\n(e.g. public demo instances). Apply the same guard.\n\nCo-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(api): guard /set-password with allow_modify_login_info (#2288)",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-26T08:35:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b2826fa49d0a5062f0a41b9ea01d2c52cb28a67",
          "body": "* Add performance and reliability QA gates\n\n* test(skills): prepare user path performance gate\n\n* test(skills): add debug chat load gate\n\n* test(skills): extend fake provider load profiles\n\n* test(skills): add debug chat timing and isolation probes\n\n* test(skills): clarify manual QA perf gates",
          "is_bot": false,
          "headline": "Add performance and reliability QA gates (#2283)",
          "author_name": "huanghuoguoguo",
          "author_login": "huanghuoguoguo",
          "committed_at": "2026-06-25T13:02:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20636ac432ba89bfb59049221d8e6aa0b78c35f8",
          "body": "…load\n\nfix(api): offload password hashing from event loop",
          "is_bot": false,
          "headline": "Merge pull request #2284 from langbot-app/fix/api-password-thread-off…",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-25T12:31:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af4260254768fb3d16d8f58b1688597acaea95f8",
          "body": "fix(monitoring): tolerate null API payloads",
          "is_bot": false,
          "headline": "Merge pull request #2285 from langbot-app/fix/monitoring-null-payloads",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-25T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53b20e2b1380c02f69592e3fe81f9af848e7eb71",
          "body": "Normalize monitoring API responses before rendering so empty or error payloads with data:null cannot crash the dashboard. Also guard chart, token, and box session arrays before reading length/map.",
          "is_bot": false,
          "headline": "fix(monitoring): tolerate null API payloads",
          "author_name": "dadachann",
          "author_login": "dadachann",
          "committed_at": "2026-06-25T12:22:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1242dc2d21371c410ad17200a7a5b5d73a2a2afe",
          "body": null,
          "is_bot": false,
          "headline": "fix(api): offload password hashing from event loop",
          "author_name": "dadachann",
          "author_login": "dadachann",
          "committed_at": "2026-06-25T10:29:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04628d93cb4792eca6455eea5327e1513b6dc389",
          "body": null,
          "is_bot": false,
          "headline": "docs: add architecture guide for agents",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-25T08:17:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c22a1521ce88c3de6bae788a659b1bf231844e9",
          "body": null,
          "is_bot": false,
          "headline": "fix(box): defer separated workspace ownership to runtime",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-25T04:09:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8d503958052356575536e9fefc478749e7e1685",
          "body": null,
          "is_bot": false,
          "headline": "feat(box): expose Docker CPU limit toggle",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-25T03:31:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85d8d9304ecdc2cba1727898ab2433c92f5b24af",
          "body": null,
          "is_bot": false,
          "headline": "fix(web): keep feedback dialog interactive",
          "author_name": "dadachann",
          "author_login": "dadachann",
          "committed_at": "2026-06-24T14:10:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76471af179d12e669cf99202e8f6a404d40c3c35",
          "body": "Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(web): add sidebar feedback popover",
          "author_name": "Hyu",
          "author_login": "dadachann",
          "committed_at": "2026-06-24T08:43:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59b2a7cd51a40240e0c03703c46db167d4eb5333",
          "body": null,
          "is_bot": false,
          "headline": "fix(monitoring): hide disabled box status on cloud",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-23T10:40:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a43978ff24a5dc6548df4cdddaf4e8e10df4e412",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): bump version to 4.10.4",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-23T01:15:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3417dd20b32c583300bad30fbd429bbab4d173d",
          "body": null,
          "is_bot": false,
          "headline": "fix(release): derive package version from metadata",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-23T01:10:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2982e7c55329eaea373b2928a8f0f7bf9f71107d",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): bump version to 4.10.3",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T15:12:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1e14e926909f790b2934ff2d1bd602464d26d25",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): bump langbot-plugin to 0.4.6",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T15:08:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c128a15248b5e8b0a459fe48624ead297970032",
          "body": "…vention (root README.md must be English; other langs in readme/)",
          "is_bot": false,
          "headline": "docs(skills/langbot-plugin-dev): document marketplace README i18n con…",
          "author_name": "Junyan Chin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T06:39:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ad1203fd5736289fd25900d314d67897b6a14f5",
          "body": "Move the Page Bot (web_page_bot) embed test page out of the repo root into\nexamples/web-page-bot/ as a proper, LangBot-styled demo: a self-contained\nindex.html that loads the live widget.js against a running instance, plus\nbilingual READMEs mirroring examples/http-bot/.",
          "is_bot": false,
          "headline": "docs(examples): add web-page-bot embed demo, drop stray test-embed.html",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T06:17:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "144bec371c319b2c5f06bc987b29707a233fb90d",
          "body": "* docs(platform): add HTTP Bot adapter design (RFC)\n\nStandalone server-to-server HTTP adapter for driving a pipeline from external\nsystems (LangBot Space ticketing et al). Inbound via the existing unified\nwebhook route; outbound via signed callback POSTs. Preserves pipeline-native\nN->1 aggregation a\n[…]\nto docs.langbot.app\n\n* style(platform): make http_bot icon a transparent monochrome </> so WebUI tints it like other adapters\n\n* Revert to colorful </> badge for http_bot icon (WebUI renders it as-is)",
          "is_bot": false,
          "headline": "feat(platform): standalone HTTP Bot adapter (server-to-server) (#2274)",
          "author_name": "Junyan Chin",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-22T05:38:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "74a18191dd34cf7f336f62891100ed3464179797",
          "body": "The plain `docker compose up -d` leaves the Box sandbox runtime off\n(it's gated behind the box/all profile), so sandbox tools, skill\nadd/edit and stdio MCP don't work out of the box. Use\n`docker compose --profile all up -d` across all 9 README translations so\nthe default quick-start brings up the sandbox-capable stack.",
          "is_bot": false,
          "headline": "docs(readme): default docker compose command starts the sandbox",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T17:18:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a15c98eb06db0e202a178d5145f59a95d91b18b2",
          "body": "The in-product plugin/add-extension help links went through\nlink.langbot.app/{lang}/docs/plugins, which now 404s (it resolved to the\nremoved /usage/plugin/plugin-intro path). Point them directly at the\ncurrent docs page docs.langbot.app/{lang}/plugin/plugin-intro (verified\n200 for zh/en/ja).",
          "is_bot": false,
          "headline": "fix(web): point plugin help links to working docs URL",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:59:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cbe17cde6c518d1629705c0b01f9fd10d766094d",
          "body": "The previous truncate/shrink-0 pass only touched leaf nodes, but the\nmin-content floor was set by two ancestors: the flex-1 left group lacked\nmin-w-0, and CardHeader is a CSS grid whose implicit single column\ndefaults to min-content. Constrain both (min-w-0 on the header grid +\nexplicit grid-cols-[minmax(0,1fr)], min-w-0 on the inner flex groups) so\nthe provider name / base_url+key subtitle actually truncate instead of\nforcing the card — and the whole settings modal — wider than the viewport.",
          "is_bot": false,
          "headline": "fix(web): provider card overflow on mobile via grid/flex min-width floor",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:54:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "876e8bf80475e375eacbdddb99b9c2cb907f2fd3",
          "body": "- PanelToolbar: allow wrapping and tighten padding on small screens so the\n  primary action (e.g. \"创建 API 密钥\") no longer runs off the dialog edge.\n- ProviderCard header: let the provider name truncate and pin the model-count\n  badge and right-side action group with shrink-0 so credits / + controls stay\n  inside the card on narrow viewports.",
          "is_bot": false,
          "headline": "fix(web): mobile overflow in settings panels",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:48:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3848c9d05037bf8b6a5198ba93cefca7d9e2d6a",
          "body": "Radix tooltips open on hover/focus only and stay closed on touch input,\nso on mobile every hover tooltip was unreachable. Detect coarse/no-hover\npointers via matchMedia and drive the tooltip's open state ourselves so a\ntap on the trigger toggles it. Desktop hover/focus behaviour is unchanged\n(we only intercept the tap when the device has no hover capability). Fixes\nall tooltips app-wide from the shared primitive.",
          "is_bot": false,
          "headline": "feat(web): make tooltips tap-toggleable on touch devices",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:46:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85743cc75f3faf16cd751bafaf77e4d09d6f0e55",
          "body": "The PostgreSQL migration test had the same hardcoded 0005 head\nassertion as the SQLite one; resolve the actual head from the Alembic\nScriptDirectory so 0006 (and future migrations) don't break it.",
          "is_bot": false,
          "headline": "fix(tests): make Postgres migration head test revision-agnostic",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:10:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c689b10c0da4b002ad976b554f7e7a9a6fd10446",
          "body": "…ision-agnostic\n\nCI follow-up to the local/remote MCP work:\n\n- Apply ruff format to provider/tools/loaders/mcp.py and the 0006\n  normalize-remote-mode migration (Lint job failed on formatting).\n- test_migrations.py hardcoded the head revision as 0005_*, which broke\n  once 0006 landed. Resolve the actual head from the Alembic\n  ScriptDirectory so future migrations don't require editing the test.",
          "is_bot": false,
          "headline": "fix(mcp): ruff format remote-mode files; make migration head test rev…",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T16:04:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "812b1fff4c61630ca0a1b33fa2b648c88cb03349",
          "body": "… auto-refresh as switch\n\nTwo unrelated frontend fixes:\n\n- LanguageSelector mounts each time the sidebar account dropdown opens and\n  unconditionally called i18n.changeLanguage() on mount, emitting a\n  languageChanged event even when the language was unchanged. That handed\n  every useTranslation() c\n[…]\nhange.\n\n- Plugin logs auto-refresh control changed from a toggle Button to a\n  Switch + Label; the on/off button i18n keys are replaced by a single\n  static logsAutoRefresh label across all 8 locales.",
          "is_bot": false,
          "headline": "fix(web): stop spurious page refresh on account menu open; plugin log…",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T15:58:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9daf22d6613816c159467e9f296a066aef5870c8",
          "body": "…+ countdown ring)\n\nPort the Space marketplace recommendation carousel UX into the in-app\nadd-extension page: a 10s auto-advance driven by a smooth countdown ring\nthat doubles as a pause/resume toggle, and manual prev/next now reset the\ncountdown. Adds market.recommendation.{pause,resume} across 8 locales.",
          "is_bot": false,
          "headline": "feat(plugin-market): align recommendation carousel with Space (pause …",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T15:48:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42a2c70b145bae82355d174df9a832c734361b4a",
          "body": "Replace fixed grid-cols breakpoints (which forced up to 4 narrow cards on\nwide screens) with auto-fill columns and a 24rem minimum card width on\nboth the main market grid and the featured recommendation rows. The\nfeatured rows already measure real column count via ResizeObserver, so\npagination adapts automatically.",
          "is_bot": false,
          "headline": "style(plugin-market): widen marketplace cards via auto-fill min width",
          "author_name": "RockChinQ",
          "author_login": "RockChinQ",
          "committed_at": "2026-06-21T15:21:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64ed6d994ba1ac1544e8f45d4ea462a1e909a9f2",
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              "top_contributor_share": 0.79
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 79% of commits",
                "points": 4.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 79
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "85 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 85
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 11 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "merged_prs": 724,
              "open_issues": 107,
              "closed_issues": 1331,
              "issue_closed_ratio": 0.926,
              "closed_unmerged_prs": 98
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "93% of issues closed",
                "points": 43.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 93
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "724/822 decided PRs merged",
                "points": 33.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 724,
                      "decided": 822
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 10/30 approved changesets -- score normalized to 3",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 57,
            "inputs": {
              "followers": 75,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "langbot-app",
              "public_repos": 25,
              "account_age_days": 604
            },
            "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": "75 followers of langbot-app",
                "points": 13.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 75,
                      "login": "langbot-app"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "25 public repos, account ~1 yr old",
                "points": 13.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 25
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "langbot"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "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 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "44 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 44
                    }
                  }
                ],
                "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": 96,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "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": "11 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "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": "eslint.config.mjs",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.mjs"
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                  }
                ],
                "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": "27 out of 27 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "qq",
                "openai",
                "agent",
                "llm",
                "wechat",
                "telegram",
                "dify",
                "discord",
                "deepseek",
                "dingtalk",
                "feishu",
                "lark",
                "ollama",
                "langbot",
                "n8n",
                "plugins",
                "rag",
                "line",
                "coze",
                "kook"
              ],
              "has_wiki": true,
              "homepage": "https://langbot.app",
              "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://langbot.app",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 48,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 4.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "27 out of 27 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 10/30 approved changesets -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 11 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 20 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
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "40 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 963 resolved dependencies against OSV; 1 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 963
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 1
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "source": "osv",
              "advisories": 54,
              "affected_packages": 16,
              "assessed_packages": 963,
              "unassessed_packages": 1,
              "affected_by_severity": "critical 2, high 9, moderate 5",
              "direct_affected_packages": 5
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "5 affected: chromadb 1.4.1 (critical 9.8), pillow 12.2.0 (critical 9.1), axios 1.17.0 (high 8.2), +2 more",
                "points": 4.3,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 5,
                      "packages": "chromadb 1.4.1 (critical 9.8), pillow 12.2.0 (critical 9.1), axios 1.17.0 (high 8.2)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 1117 days ago",
                "points": 34.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 1117
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 963,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": 5
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 77,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.92,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md",
                "skills/AGENTS.md"
              ],
              "agent_instruction_max_bytes": 4514
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, skills/AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, skills/AGENTS.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "92 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 92,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "pnpm-lock.yaml",
                "uv.lock"
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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 v0.25.0 — metodología completa · wiki de métricas.

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