Registro público
Informe de salud del softwareesquema 0.31.0 · métricas 2.5.0 · 2026-08-05 01:06 UTC

AstrBotDevs / AstrBot

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

Python · VueAGPL-3.0★ 38.588 estrellas⑂ 2759 forksdesde dic 2022Ver en GitHub ↗
TipoServicio de redHerramienta de línea de comandosServidor MCPBot de chatBibliotecaInterfaz webcómo se determina
#ai#chatbot#chatgpt#openai#qqbot#gpt#qq#agent#docker#llm#python#telegram#gemini#llama#mcp#discord#astrbot

AstrBotDevs/AstrBot tiene un índice de salud de 96 sobre 100, lo que lo sitúa en la banda Excepcional. Su puntuación más alta es Vitality (96/100) y la más baja, Security (62/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

96
global / 100
Excepcional

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.

96
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas 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.

El resultado global ponderado 83 se calibra a 96 en la escala publicada del índice (calibración del registro 2026-08-02).

Titularidad

AstrBot AIOrganización
520 seguidores32 repositorios públicosdesde feb 2025

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
PyPIAstrBot4.27.1-161hace 2 díasagentastrbotchatbotim

Métricas por categoría

Vitalidad

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

96Excepcional · 21% del índice global

Actividad de desarrollo

100Excepcional
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 — 2173 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year2173
human_commit_share0,97
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 2 días
27/27Cadencia de publicación — una versión cada ~4,2 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count100
latest_release_tagv4.27.1
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases4,2

Comunidad y Adopción

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

94Excepcional · 17% del índice global

Popularidad y adopción

96Excepcional
Cómo se puntúa
60/60Estrellas — 38.588 estrellas
25/25Forks — 2759 forks
10.6/15Observadores — 81 observadores
Datos de entrada utilizados
forks2759
stars38.588
watchers81
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Salud de la comunidad

92Excelente
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (AGPL-3.0)
18/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readmesí
has_licensesí
readme_badges6
has_contributingsí
has_issue_templateno
has_code_of_conductsí
readme_badge_servicesshields.io
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?

64Moderado · 23% del índice global

Resiliencia de mantenedores (factor bus)

39Débil
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
6.4/22.5Distribución de commits — el principal contribuyente firma el 72% de los commits
13.5/13.5Amplitud de contribuyentes — 97 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 21 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled97
top_contributor_share0,717

Capacidad de respuesta a issues y PR

66Bueno
Cómo se puntúa
35.3/42Resolución de issues — 84% de issues cerradas
21.4/30Aceptación de PR — 1661/2328 PR decididos fusionados
6.5/13Newcomer PR acceptance — 3/6 PR de contribuyentes primerizos fusionados en 30 d
3/15OpenSSF Scorecard: Code-Review — Found 8/30 approved changesets -- score normalized to 2
Datos de entrada utilizados
merged_prs1661
open_issues1009
closed_issues5356
prs_merged_7d36
prs_decided_7d46
prs_merged_30d44
prs_decided_30d57
issue_closed_ratio0,841
closed_unmerged_prs667
first_time_authors_30d4
first_time_prs_merged_30d3
first_time_prs_decided_30d6

Propiedad y custodia

64Moderado
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
19.5/25Alcance del propietario — 520 seguidores de AstrBotDevs
14/25Trayectoria — 32 repos públicos, cuenta de ~1 años
Datos de entrada utilizados
followers520
owner_typeOrganization
is_verified—
owner_loginAstrBotDevs
public_repos32
account_age_days545

Mantenimiento de paquetes

100Excepcional
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 2 días
20/20Historial de versiones — 161 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesAstrBot
ecosystemspypi
any_deprecatedno
min_days_since_publish2

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

96Excepcional · 19% del índice global

Prácticas de ingeniería

94Excepcional
Cómo se puntúa
24/24Flujos de trabajo de CI — 11 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 25 out of 25 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

100Excepcional
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://astrbot.app
10/10Descripción del repositorio
10/10Topics — 17 topics
10/10Wiki
Datos de entrada utilizados
topicsai, chatbot, chatgpt, openai, qqbot, gpt, qq, agent, docker, llm, python, telegram, gemini, llama, mcp, discord, astrbot
has_wikisí
homepagehttps://astrbot.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?

62Moderado · 16% del índice global

Postura de seguridad

53Moderado
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
4.5/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 8/30 approved changesets -- score normalized to 2
2.5/2.5Contributors — project has 21 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 16 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
5/5SAST — SAST tool is run on all commits
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 — 218 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5,3

Avisos de dependencias

100Excepcional
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
25/25Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories0
affected_packages0
assessed_packages142
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:AstrBot@4.27.1 —lo que arrastra la instalación del paquete publicado—: 142 paquetes. 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? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.

88Excelente · 4% del índice global

Contexto y guía para agentes

85Excelente
Cómo se puntúa
45/45Instrucciones para agentes — .github/copilot-instructions.md, AGENTS.md
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 97 de 97 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share1
agent_instruction_files.github/copilot-instructions.md, AGENTS.md
agent_instruction_max_bytes6502

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

88Excelente
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato
11/11Verificación estática de tipos — dashboard/tsconfig.json, pyrightconfig.json
10/10Entorno reproducible — Dockerfile, lockfile
8/10Práctica demostrada con agentes — 4 de los últimos 100 commits con autoría o crédito de agente
8/8Mantenimiento automatizado — 3 de los últimos 100 commits son actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_testssí
lockfilespnpm-lock.yaml
has_dockerfilesí
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configsí
typecheck_configsdashboard/tsconfig.json, pyrightconfig.json
agent_commit_share0,04
toolchain_manifests—
dependency_bot_commit_share0,03

Legibilidad del código para modelos

81Excelente
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (dashboard/tsconfig.json, pyrightconfig.json)
53.6/55Tamaños de archivo manejables — 19/744 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes1.267.458
source_files_sampled744
oversized_source_files19

Interfaces legibles por máquina

100Excepcional
Cómo se puntúa
40/40Esquema de API (OpenAPI/GraphQL/proto) — docs/public/openapi.json
20/20Servidor MCP
40/40Ejemplos ejecutables — samples
Datos de entrada utilizados
example_dirssamples
has_mcp_signalsí
api_schema_filesdocs/public/openapi.json

Datos clave

38.588estrellas de GitHub
97contribuidores
2173commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
1factor bus
1009issues abiertas
npm, PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 25 authors (cap 12)

Más detalle

Historial de estrellas y forks 0 ★ / 2759 ⇿
0Estrellas
2759Forks
42Versiones

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.

16001800200022002400260028002759372026-032026-052026-08
Mayor 0Menor 4Parche 25
OpenSSF Scorecard 5.3 / 10
5.3agregado

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 · 2026-08-05 01:05 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests25 out of 25 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 8/30 approved changesets -- score normalized to 2
10Contributorsproject has 21 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 16 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
10SASTSAST tool is run on all commits
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
0Vulnerabilities218 existing vulnerabilities detected
Dependencias directas 96
RegistroPaqueteRestricción de versiónManifiesto
npm@guolao/vue-monaco-editor^1.5.4dashboard/package.json
npm@hey-api/client-axios0.2.12dashboard/package.json
npm@lucide/vue^1.23.0dashboard/package.json
npm@tiptap/starter-kit2.1.7dashboard/package.json
npm@tiptap/vue-32.1.7dashboard/package.json
npmapexcharts3.42.0dashboard/package.json
npmaxios1.13.5dashboard/package.json
npmaxios-mock-adapter^1.22.0dashboard/package.json
npmchance1.1.11dashboard/package.json
npmdate-fns2.30.0dashboard/package.json
npmdompurify^3.3.2dashboard/package.json
npmevent-source-polyfill^1.0.31dashboard/package.json
npmhighlight.js11.11.1dashboard/package.json
npmkatex^0.16.27dashboard/package.json
npmlodash4.17.23dashboard/package.json
npmmarkdown-it^14.1.1dashboard/package.json
npmmarkstream-vue1.0.5-beta.0dashboard/package.json
npmmermaid^11.12.2dashboard/package.json
npmmonaco-editor^0.52.2dashboard/package.json
npmpinia2.1.6dashboard/package.json
npmpinyin-pro^3.26.0dashboard/package.json
npmqrcode^1.5.4dashboard/package.json
npmshiki^3.23.0dashboard/package.json
npmstream-markdown^0.0.16dashboard/package.json
npmvee-validate4.11.3dashboard/package.json
npmvite-plugin-vuetify2.1.3dashboard/package.json
npmvue3.3.4dashboard/package.json
npmvue-i18n^11.1.5dashboard/package.json
npmvue-router4.2.4dashboard/package.json
npmvue3-apexcharts1.4.4dashboard/package.json
npmvue3-print-nb0.1.4dashboard/package.json
npmvuetify3.7.11dashboard/package.json
npmyup1.2.0dashboard/package.json
PyPIaiocqhttp>=1.4.4pyproject.toml
PyPIaiodocker>=0.24.0pyproject.toml
PyPIaiohttp>=3.11.18pyproject.toml
PyPIaiosqlite>=0.21.0pyproject.toml
PyPIanthropic>=0.51.0pyproject.toml
PyPIapscheduler>=3.11.0pyproject.toml
PyPIcertifi>=2025.4.26pyproject.toml
PyPIchardet~=5.1.0pyproject.toml
PyPIloguru>=0.7.2pyproject.toml
PyPIcryptography>=44.0.3pyproject.toml
PyPIdashscope>=1.23.2pyproject.toml
PyPIdeprecated>=1.2.18pyproject.toml
PyPIdingtalk-stream>=0.22.1pyproject.toml
PyPIdocstring-parser>=0.16pyproject.toml
PyPIfaiss-cpu>=1.14.3pyproject.toml
PyPIfastapi>=0.124.0pyproject.toml
PyPIfilelock>=3.18.0pyproject.toml
PyPIgoogle-genai>=1.56.0pyproject.toml
PyPIhttpx>=0.28.1pyproject.toml
PyPIlark-oapi>=1.4.15pyproject.toml
PyPImcp>=1.8.0,<2pyproject.toml
PyPIopenai>=1.78.0pyproject.toml
PyPIormsgpack>=1.9.1pyproject.toml
PyPIopenpyxl>=3.1.5pyproject.toml
PyPIpandas>=2.2.0pyproject.toml
PyPIpillow>=11.2.1pyproject.toml
PyPIpip>=25.1.1pyproject.toml
PyPIpsutil>=5.8.0,<7.2.0pyproject.toml
PyPIpy-cord>=2.6.1pyproject.toml
PyPIpydantic>=2.12.5pyproject.toml
PyPIpydub>=0.25.1pyproject.toml
PyPIpyjwt>=2.10.1pyproject.toml
PyPIqrcode>=8.2pyproject.toml
PyPIquart>=0.20.0pyproject.toml
PyPIpython-telegram-bot>=22.6pyproject.toml
PyPIqq-botpy==1.2.1pyproject.toml
PyPIsilk-python>=0.2.6pyproject.toml
PyPIslack-sdk>=3.35.0pyproject.toml
PyPIsqlalchemy>=2.0.41pyproject.toml
PyPIsqlmodel>=0.0.24pyproject.toml
PyPItelegramify-markdown>=1.0.0pyproject.toml
PyPIwatchfiles>=1.0.5pyproject.toml
PyPIwebsockets>=15.0.1pyproject.toml
PyPIwechatpy>=1.8.18pyproject.toml
PyPIaudioop-lts—pyproject.toml
PyPIclick>=8.2.1pyproject.toml
PyPIpypdf>=6.1.1pyproject.toml
PyPIaiofiles>=25.1.0pyproject.toml
PyPIrank-bm25>=0.2.2pyproject.toml
PyPIjieba>=0.42.1pyproject.toml
PyPImarkitdown-no-magika>=0.1.2pyproject.toml
PyPIxinference-client—pyproject.toml
PyPItenacity>=9.1.2pyproject.toml
PyPIshipyard-python-sdk>=0.2.4pyproject.toml
PyPIshipyard-neo-sdk>=0.2.0pyproject.toml
PyPIpython-socks>=2.8.0pyproject.toml
PyPIpysocks>=1.7.1pyproject.toml
PyPIpackaging>=24.2pyproject.toml
PyPIpython-ripgrep==0.0.8pyproject.toml
PyPIpython-docx>=1.2.0pyproject.toml
PyPIpyotp>=2.9.0pyproject.toml
PyPIreportlab>=5.0.0pyproject.toml
PyPIxlrd>=2.0.2pyproject.toml
Todas las dependencias 933

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 98 paquetes directos y 835 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
npm@guolao/vue-monaco-editor1.6.0directa
npm@hey-api/client-axios0.2.12directa
npm@lucide/vue1.23.0directa
npm@tiptap/starter-kit2.1.7directa
npm@tiptap/vue-32.1.7directa
npmapexcharts3.42.0directa
npmaxios1.13.5directa
npmaxios-mock-adapter1.22.0directa
npmchance1.1.11directa
npmdate-fns2.30.0directa
npmdompurify3.3.2directa
npmevent-source-polyfill1.0.31directa
npmhighlight.js11.11.1directa
npmkatex0.16.28directa
npmlodash4.17.23directa
npmmarkdown-it14.1.1directa
npmmarkstream-vue1.0.5-beta.0directa
npmmermaid11.12.2directa
npmmonaco-editor0.52.2directa
npmpinia2.1.6directa
npmpinyin-pro3.28.0directa
npmqrcode1.5.4directa
npmshiki2.5.0directa
npmshiki3.23.0directa
npmstream-markdown0.0.16directa
npmvee-validate4.11.3directa
npmvite-plugin-vuetify2.1.3directa
npmvue3.3.4directa
npmvue3.5.17directa
npmvue-i18n11.2.8directa
npmvue-router4.2.4directa
npmvue3-apexcharts1.4.4directa
npmvue3-print-nb0.1.4directa
npmvuetify3.7.11directa
npmyup1.2.0directa
PyPIaiocqhttp—directa
PyPIaiodocker—directa
PyPIaiofiles—directa
PyPIaiohttp—directa
PyPIaiosqlite—directa
PyPIanthropic—directa
PyPIapscheduler—directa
PyPIaudioop-lts—directa
PyPIcertifi—directa
PyPIchardet—directa
PyPIclick—directa
PyPIcryptography—directa
PyPIdashscope—directa
PyPIdeprecated—directa
PyPIdingtalk-stream—directa
PyPIdocstring-parser—directa
PyPIfaiss-cpu—directa
PyPIfastapi—directa
PyPIfilelock—directa
PyPIgoogle-genai—directa
PyPIhttpx—directa
PyPIjieba—directa
PyPIlark-oapi—directa
PyPIloguru—directa
PyPImarkitdown-no-magika—directa
PyPImcp—directa
PyPIopenai—directa
PyPIopenpyxl—directa
PyPIormsgpack—directa
PyPIpackaging—directa
PyPIpandas—directa
PyPIpillow—directa
PyPIpip—directa
PyPIpsutil—directa
PyPIpy-cord—directa
PyPIpydantic—directa
PyPIpydub—directa
PyPIpyjwt—directa
PyPIpyotp—directa
PyPIpypdf—directa
PyPIpysocks—directa
PyPIpython-docx—directa
PyPIpython-ripgrep0.0.8directa
PyPIpython-socks—directa
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Avisos de dependencias 0

Instalar pypi:AstrBot@4.27.1 arrastra 142 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.

Ningún aviso conocido afecta a las dependencias evaluadas.

Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.

Informe JSON sin procesar legible por máquina
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          "headline": "refactor: simplify updater architecture (#9493)",
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          "headline": "fix: correct knowledge base ranking behavior (#9454)",
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          "headline": "refactor: rename LLMResponse.to_openai_to_calls_model to to_openai_to…",
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          "headline": "refactor: formalize deprecation markings with @deprecated decorators …",
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          "headline": "feat: implement group message history persistence and retrieval featu…",
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          "headline": "fix: lazily import BM25 dependency (#9435)",
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          "headline": "fix: preserve per-knowledge-base sparse retrieval ranks and use them …",
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          "author_name": "NayukiChiba",
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          "headline": "feat: add DashScope embedding provider with multimodal model support …",
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          "author_name": "M1LKT",
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          "headline": "docs: update plugin publish (#9415)",
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          "author_name": "Wei Chengqian",
          "author_login": "wcqqq1214",
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          "headline": "fix(cron): decouple the cron scheduler running state from the databas…",
          "author_name": "gomico",
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          "headline": "fix: use current provider selection when regenerating chat message (#…",
          "author_name": "Wei Chengqian",
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          "headline": "Update default.py (#9414)",
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          "body": "Bumps the github-actions group with 2 updates: [actions/setup-node](https://github.com/actions/setup-node) and [actions/setup-python](https://github.com/actions/setup-python).\n\n\nUpdates `actions/setup-node` from 6 to 7\n- [Release notes](https://github.com/actions/setup-node/releases)\n- [Commits](htt\n[…]\nsion-update:semver-major\n  dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "perf: detect repeated tool calls by name and arguments (#9311)",
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          "headline": "feat: implement HTML GenUI component and register custom markdown tag…",
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          "headline": "Revert \"fix(qqofficial): render @ mentions in group messages (#9285)\"…",
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          "headline": "fix: avoid python-ripgrep crash on Python 3.14 (#9244)",
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          "headline": "fix: handle ChatUI follow-up messages (#9309)",
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            "key": "engineering_practices",
            "band": "exceptional",
            "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": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "25 out of 25 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "exceptional",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ai",
                "chatbot",
                "chatgpt",
                "openai",
                "qqbot",
                "gpt",
                "qq",
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                "docker",
                "llm",
                "python",
                "telegram",
                "gemini",
                "llama",
                "mcp",
                "discord",
                "astrbot"
              ],
              "has_wiki": true,
              "homepage": "https://astrbot.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://astrbot.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": "17 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 62,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 5.3
            },
            "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": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "25 out of 25 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 8/30 approved changesets -- score normalized to 2",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 21 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 16 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 run on all commits",
                "points": 5,
                "status": "met",
                "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": "218 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:AstrBot@4.27.1 runtime dependency closure — what installing the published package pulls in — 142 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:AstrBot@4.27.1",
                  "assessed": 142
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 142,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "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": 142,
              "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": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 18
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 88,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 6502
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md, AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md, AGENTS.md"
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                  }
                ],
                "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": "97 of 97 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 97,
                      "sampled": 97
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "pnpm-lock.yaml"
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              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
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                "pyrightconfig.json"
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              "agent_commit_share": 0.04,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.03
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "dashboard/tsconfig.json, pyrightconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                      "files": "dashboard/tsconfig.json, pyrightconfig.json"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "4 of the last 100 commits agent-authored or agent-credited",
                "points": 8,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 4,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "3 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 3,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 1267458,
              "source_files_sampled": 744,
              "oversized_source_files": 19
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (dashboard/tsconfig.json, pyrightconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "dashboard/tsconfig.json, pyrightconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "19/744 source files over 60KB",
                "points": 53.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 744,
                      "oversized": 19
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "exceptional",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "example_dirs": [
                "samples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": [
                "docs/public/openapi.json"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "docs/public/openapi.json",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/public/openapi.json"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "samples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library",
        "application"
      ],
      "labels": [
        "network-service",
        "cli",
        "mcp-server",
        "chat-bot",
        "library",
        "web-ui"
      ],
      "scores": {
        "cli": 14,
        "web-ui": 4,
        "library": 4.4,
        "chat-bot": 6,
        "mcp-server": 7,
        "network-service": 14
      },
      "primary": "network-service",
      "evidence": [
        {
          "tier": "declared",
          "label": "cli",
          "source": "pypi.console_scripts",
          "weight": 10
        },
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "chat-bot",
          "source": "dep:python-telegram-bot",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "cli",
          "source": "dep:click",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "mcp-server",
          "source": "dep:mcp",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "network-service",
          "source": "dep:fastapi",
          "weight": 4
        },
        {
          "tier": "structure",
          "label": "network-service",
          "source": "tree.k8s",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "web-ui",
          "source": "dep:vue",
          "weight": 4
        },
        {
          "tier": "declared",
          "label": "library",
          "source": "npm.private",
          "weight": -3.6
        },
        {
          "tier": "structure",
          "label": "mcp-server",
          "source": "mcp_signal",
          "weight": 3
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          "source": "api_schema",
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        },
        {
          "tier": "structure",
          "label": "network-service",
          "source": "tree.compose",
          "weight": 3
        },
        {
          "tier": "tags",
          "label": "chat-bot",
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          "weight": 2
        },
        {
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          "label": "library",
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      ],
      "artifacts": [
        {
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          "labels": [],
          "ecosystem": "npm"
        },
        {
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          "labels": [
            "cli"
          ],
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      ],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "First-time contributor figures cover 12 of 25 authors (cap 12)"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-05T01:06:28.377268Z",
  "schema_version": "0.31.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/AstrBotDevs/AstrBot.svg",
  "full_name": "AstrBotDevs/AstrBot",
  "license_state": "standard",
  "license_spdx": "AGPL-3.0"
}

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

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v2.5.0, esquema v0.31.0 — metodología completa · wiki de métricas.

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