Informe de salud del softwareesquema 0.14.0 · métricas 1.13.0 · 2026-07-19 04:08 UTC

hkuds / vibe-trading

"Vibe-Trading: Your Personal Trading Agent"

PythonMIT★ 25.011 estrellas⑂ 4121 forksdesde abr 2026Ver en GitHub ↗

#backtesting #multi-agent #quantitative-finance #trading #ai-agent #algorithmic-trading #fintech #llm #mcp #python

hkuds/vibe-trading tiene un índice de salud de 76 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Community & Adoption (90/100) y la más baja, AI Readiness (40/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

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.

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)

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

✨Data Intelligence Lab@HKU✨Organización

12.465 seguidores91 repositorios públicosdesde nov 2022

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

Ecosistemas de paquetes

Registro	Paquete	Versión	Descargas / mes	Versiones	Última publicación	Etiquetas
PyPI	vibe-trading-ai	0.1.11	27.291	12	hace 8 días	finance trading backtesting agent swarm quantitative

Métricas por categoría

Vitalidad

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

81Bueno · 22% del índice global

Actividad de desarrollo

75Bueno

Cómo se puntúa

36/36	Recencia de push — último push hace 0 días
11.1/36	Cadencia de commits — 16/52 semanas con commits
18/18	Volumen de commits — 778 commits en el último año
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

Datos de entrada utilizados

commits_last_year	778
human_commit_share	—
days_since_last_push	0
active_weeks_last_year	16

Disciplina de publicación

90Excelente

Cómo se puntúa

27/27	Publica versiones — 8 versiones publicadas
36/36	Recencia de las versiones — última versión hace 8 días
27/27	Cadencia de publicación — una versión cada ~12,9 días
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Datos de entrada utilizados

releases_count	8
latest_release_tag	v0.1.11
releases_from_tags	no
days_since_latest_release	8
mean_days_between_releases	12,9

Comunidad y Adopción

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

90Excelente · 18% del índice global

Popularidad y adopción

97Excelente

Cómo se puntúa

60/60	Estrellas — 25.011 estrellas
25/25	Forks — 4121 forks
12/15	Observadores — 146 observadores

Datos de entrada utilizados

forks	4121
stars	25.011
watchers	146
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Salud de la comunidad

92Excelente

Cómo se puntúa

22.5/22.5	README
22.5/22.5	Licencia — licencia reconocida (MIT)
18/18	Guía CONTRIBUTING
13.5/13.5	Código de conducta
0/7.2	Plantilla de issues
6.3/6.3	Plantilla de PR

Datos de entrada utilizados

has_readme	sí
has_license	sí
has_contributing	sí
has_issue_template	no
has_code_of_conduct	sí
has_pull_request_template	sí

Adopción en el ecosistema (descargas)

74Bueno

Cómo se puntúa

59.1/80	Descargas mensuales — 27.291 descargas/mes en pypi
0/20	Dependientes en el registro — no lo informa este ecosistema

Datos de entrada utilizados

packages	vibe-trading-ai
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	27.291

Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

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

70Bueno · 24% del índice global

Resiliencia de mantenedores (factor bus)

42En riesgo

Cómo se puntúa

9/54	Factor bus — la mitad de los commits recae en 1 contribuyente(s)
9.9/22.5	Distribución de commits — el principal contribuyente firma el 56% de los commits
13.5/13.5	Amplitud de contribuyentes — 86 contribuyentes
10/10	OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations

Datos de entrada utilizados

bus_factor	1
contributors_sampled	86
top_contributor_share	0,56

Capacidad de respuesta a issues y PR

75Bueno

Cómo se puntúa

40.7/46.8	Resolución de issues — 87% de issues cerradas
25.5/38.3	Aceptación de PR — 283/425 PR decididos fusionados
9/15	OpenSSF Scorecard: Code-Review — Found 12/20 approved changesets -- score normalized to 6

Datos de entrada utilizados

merged_prs	283
open_issues	30
closed_issues	202
issue_closed_ratio	0,871
closed_unmerged_prs	142

Propiedad y custodia

75Bueno

Cómo se puntúa

30/30	Respaldo de la propiedad — propiedad de una organización
0/20	Dominio verificado
25/25	Alcance del propietario — 12.465 seguidores de HKUDS
20.3/25	Trayectoria — 91 repos públicos, cuenta de ~3 años

Datos de entrada utilizados

followers	12.465
owner_type	Organization
is_verified	—
owner_login	HKUDS
public_repos	91
account_age_days	1342

Mantenimiento de paquetes

100Excelente

Cómo se puntúa

25/25	Publicado y resoluble — 1 paquete(s) en pypi
35/35	Recencia de publicación — última publicación hace 8 días
20/20	Historial de versiones — 12 versiones en el registro
20/20	No obsoleto — activo, ni obsoleto ni retirado

Datos de entrada utilizados

packages	vibe-trading-ai
ecosystems	pypi
any_deprecated	no
min_days_since_publish	8

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

81Bueno · 20% del índice global

Prácticas de ingeniería

68Moderado

Cómo se puntúa

24/24	Flujos de trabajo de CI — 3 flujo(s) de trabajo
24/24	Pruebas presentes
0/16	Configuración de linter
0/9.6	Hooks de pre-commit
6.4/6.4	.editorconfig
14/20	OpenSSF Scorecard: CI-Tests — 9 out of 12 merged PRs checked by a CI test -- score normalized to 7

Datos de entrada utilizados

has_ci	sí
has_tests	sí
has_editorconfig	sí
has_linter_config	no
has_precommit_config	no

Documentación

100Excelente

Cómo se puntúa

30/30	README
25/25	Directorio de documentación
15/15	Sitio de documentación / página del proyecto — https://vibetrading.wiki/
10/10	Descripción del repositorio
10/10	Topics — 10 topics
10/10	Wiki

Datos de entrada utilizados

topics	backtesting, multi-agent, quantitative-finance, trading, ai-agent, algorithmic-trading, fintech, llm, mcp, python
has_wiki	sí
homepage	https://vibetrading.wiki/
has_readme	sí
has_docs_dir	sí
has_description	sí

Seguridad

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

53Moderado · 16% del índice global

Postura de seguridad

53Moderado

Cómo se puntúa

7.5/7.5	Binary-Artifacts — no binaries found in the repo
0/7.5	Branch-Protection — branch protection not enabled on development/release branches
1.8/2.5	CI-Tests — 9 out of 12 merged PRs checked by a CI test -- score normalized to 7
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
4.5/7.5	Code-Review — Found 12/20 approved changesets -- score normalized to 6
2.5/2.5	Contributors — project has 5 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	Licencia — license file detected
7.5/7.5	Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5	Packaging — sin datos
3.5/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0.8/7.5	Vulnerabilities — 9 existing vulnerabilities detected

Datos de entrada utilizados

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	5,3

Excluidos de la puntuación (sin datos o no aplicable): packaging. Los pesos restantes se han renormalizado.

Preparación para IA

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

40En riesgo · 0% del índice global

Contexto y guía para agentes

1Crítico

Cómo se puntúa

0/45	Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15	Documentación legible por máquinas (llms.txt)
0/40	Historial de commits legible — sin datos

Datos de entrada utilizados

has_llms_txt	no
legible_history_share	—
agent_instruction_files	—
agent_instruction_max_bytes	—

Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.

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

61Moderado

Cómo se puntúa

0/18	Arranque con un solo comando
22/22	Pruebas automatizadas
0/11	Configuración de lint / formato
11/11	Verificación estática de tipos — frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json
10/10	Entorno reproducible — devcontainer, Dockerfile, lockfile
0/10	Práctica demostrada con agentes — sin datos
5/8	Mantenimiento automatizado — automatización de dependencias configurada, no observada en los commits muestreados
7/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7

Datos de entrada utilizados

has_nix	no
has_tests	sí
lockfiles	package-lock.json
has_dockerfile	sí
typed_language	no
bootstrap_files	—
has_devcontainer	sí
has_linter_config	no
typecheck_configs	frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json
agent_commit_share	—
toolchain_manifests	—
dependency_bot_commit_share	0

Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes. Los pesos restantes se han renormalizado.

Legibilidad del código para modelos

82Bueno

Cómo se puntúa

27/45	Código verificable por tipos — Python con configuración de verificación de tipos (frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json)
54.7/55	Tamaños de archivo manejables — 8/1274 archivos fuente de más de 60 KB

Datos de entrada utilizados

primary_language	Python
largest_source_bytes	218.066
source_files_sampled	1274
oversized_source_files	8

Interfaces legibles por máquina

20Crítico

Cómo se puntúa

0/40	Esquema de API (OpenAPI/GraphQL/proto)
20/20	Servidor MCP
0/40	Ejemplos ejecutables

Datos de entrada utilizados

example_dirs	—
has_mcp_signal	sí
api_schema_files	—

Datos clave

25.011estrellas de GitHub

86contribuidores

778commits en los últimos 12 meses

0días desde el último push

8versiones publicadas

1factor bus

30issues abiertas

npm, PyPIecosistemas de paquetes

Más detalle

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 · 2026-07-19 04:08 UTC

10	Binary-Artifacts	no binaries found in the repo
0	Branch-Protection	branch protection not enabled on development/release branches
7	CI-Tests	9 out of 12 merged PRs checked by a CI test -- score normalized to 7
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
6	Code-Review	Found 12/20 approved changesets -- score normalized to 6
10	Contributors	project has 5 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/d	Packaging	packaging workflow not detected
7	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 7
0	SAST	SAST tool is not run on all commits -- score normalized to 0
10	Security-Policy	security policy file detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
1	Vulnerabilities	9 existing vulnerabilities detected

Dependencias directas 59

Registro	Paquete	Restricción de versión	Manifiesto
npm	@fontsource/inter	`^5.2.8`	frontend/package.json
npm	@fontsource/jetbrains-mono	`^5.2.8`	frontend/package.json
npm	clsx	`^2.1.0`	frontend/package.json
npm	echarts	`^6.1.0`	frontend/package.json
npm	highlight.js	`^11.11.1`	frontend/package.json
npm	i18next	`^26.3.6`	frontend/package.json
npm	i18next-browser-languagedetector	`^8.2.1`	frontend/package.json
npm	lucide-react	`^1.24.0`	frontend/package.json
npm	react	`^19.0.0`	frontend/package.json
npm	react-dom	`^19.2.7`	frontend/package.json
npm	react-i18next	`^17.0.9`	frontend/package.json
npm	react-markdown	`^9.0.0`	frontend/package.json
npm	react-router-dom	`^7.18.1`	frontend/package.json
npm	rehype-highlight	`^7.0.0`	frontend/package.json
npm	remark-gfm	`^4.0.1`	frontend/package.json
npm	sonner	`^2.0.7`	frontend/package.json
npm	tailwind-merge	`^3.6.0`	frontend/package.json
npm	zustand	`^5.0.14`	frontend/package.json
PyPI	rich	`>=13.0.0`	pyproject.toml
PyPI	pyyaml	`>=6.0.0`	pyproject.toml
PyPI	langchain	`>=1.3.9,<2`	pyproject.toml
PyPI	langchain-core	`>=1.0.0,<2`	pyproject.toml
PyPI	langchain-openai	`>=1.0.0,<2`	pyproject.toml
PyPI	langgraph	`>=1.2.5,<1.3`	pyproject.toml
PyPI	langgraph-checkpoint	`>=2.1.0,<5`	pyproject.toml
PyPI	python-dotenv	`>=1.0.0`	pyproject.toml
PyPI	httpx	`>=0.28.0`	pyproject.toml
PyPI	defusedxml	`>=0.7.1`	pyproject.toml
PyPI	oauth-cli-kit	`>=0.1.3`	pyproject.toml
PyPI	pandas	`>=2.0.0,<3.0.0`	pyproject.toml
PyPI	openpyxl	`>=3.1.0`	pyproject.toml
PyPI	python-docx	`>=1.1.0`	pyproject.toml
PyPI	python-pptx	`>=0.6.23`	pyproject.toml
PyPI	pypdfium2	`>=4.0.0`	pyproject.toml
PyPI	Pillow	`>=12.2.0`	pyproject.toml
PyPI	numpy	`>=1.24.0`	pyproject.toml
PyPI	scipy	`>=1.10.0`	pyproject.toml
PyPI	bottleneck	`>=1.3.7`	pyproject.toml
PyPI	duckdb	`>=1.2.0`	pyproject.toml
PyPI	scikit-learn	`>=1.3.0`	pyproject.toml
PyPI	joblib	`>=1.3.0`	pyproject.toml
PyPI	smartmoneyconcepts	`>=0.0.27`	pyproject.toml
PyPI	tushare	`>=1.2.89`	pyproject.toml
PyPI	requests	`>=2.31.0`	pyproject.toml
PyPI	yfinance	`>=0.2.30`	pyproject.toml
PyPI	akshare	`>=1.12.0`	pyproject.toml
PyPI	ccxt	`>=4.0.0`	pyproject.toml
PyPI	fastapi	`>=0.104.0`	pyproject.toml
PyPI	uvicorn	`>=0.24.0`	pyproject.toml
PyPI	websockets	`>=12.0`	pyproject.toml
PyPI	pydantic	`>=2.0.0`	pyproject.toml
PyPI	python-multipart	`>=0.0.18`	pyproject.toml
PyPI	sse-starlette	`>=1.6.0`	pyproject.toml
PyPI	fastmcp	`>=2.14.0`	pyproject.toml
PyPI	ddgs	`>=6.0.0`	pyproject.toml
PyPI	jinja2	`>=3.1.0`	pyproject.toml
PyPI	matplotlib	`>=3.7.0`	pyproject.toml
PyPI	weasyprint	`>=60.0`	pyproject.toml
PyPI	prompt_toolkit	`>=3.0.0`	pyproject.toml

Todas las dependencias 657

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 100 paquetes directos y 557 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

Registro	Paquete	Versión	Relación
npm	@fontsource/inter	`5.2.8`	directa
npm	@fontsource/jetbrains-mono	`5.2.8`	directa
npm	clsx	`2.1.1`	directa
npm	echarts	`6.1.0`	directa
npm	highlight.js	`11.11.1`	directa
npm	i18next	`26.3.6`	directa
npm	i18next-browser-languagedetector	`8.2.1`	directa
npm	lucide-react	`1.24.0`	directa
npm	react	`19.2.7`	directa
npm	react-dom	`19.2.7`	directa
npm	react-i18next	`17.0.9`	directa
npm	react-markdown	`9.1.0`	directa
npm	react-router-dom	`7.18.1`	directa
npm	rehype-highlight	`7.0.2`	directa
npm	remark-gfm	`4.0.1`	directa
npm	sonner	`2.0.7`	directa
npm	tailwind-merge	`3.6.0`	directa
npm	zustand	`5.0.14`	directa
PyPI	akshare	`—`	directa
PyPI	akshare	`1.18.64`	directa
PyPI	bottleneck	`—`	directa
PyPI	bottleneck	`1.6.0`	directa
PyPI	ccxt	`—`	directa
PyPI	ccxt	`4.5.64`	directa
PyPI	ddgs	`—`	directa
PyPI	ddgs	`9.14.4`	directa
PyPI	defusedxml	`—`	directa
PyPI	defusedxml	`0.7.1`	directa
PyPI	duckdb	`—`	directa
PyPI	duckdb	`1.5.4`	directa
PyPI	fastapi	`—`	directa
PyPI	fastapi	`0.139.0`	directa
PyPI	fastmcp	`—`	directa
PyPI	fastmcp	`3.4.4`	directa
PyPI	httpx	`—`	directa
PyPI	httpx	`0.28.1`	directa
PyPI	jinja2	`—`	directa
PyPI	jinja2	`3.1.6`	directa
PyPI	joblib	`—`	directa
PyPI	joblib	`1.5.3`	directa
PyPI	langchain	`—`	directa
PyPI	langchain	`1.3.13`	directa
PyPI	langchain-core	`—`	directa
PyPI	langchain-core	`1.4.9`	directa
PyPI	langchain-openai	`—`	directa
PyPI	langchain-openai	`1.3.5`	directa
PyPI	langgraph	`—`	directa
PyPI	langgraph	`1.2.9`	directa
PyPI	langgraph-checkpoint	`—`	directa
PyPI	langgraph-checkpoint	`4.1.1`	directa
PyPI	matplotlib	`—`	directa
PyPI	matplotlib	`3.11.0`	directa
PyPI	numpy	`—`	directa
PyPI	numpy	`2.4.6`	directa
PyPI	oauth-cli-kit	`—`	directa
PyPI	oauth-cli-kit	`0.1.6`	directa
PyPI	openpyxl	`—`	directa
PyPI	openpyxl	`3.1.5`	directa
PyPI	pandas	`—`	directa
PyPI	pandas	`2.3.3`	directa
PyPI	pillow	`—`	directa
PyPI	pillow	`12.3.0`	directa
PyPI	prompt-toolkit	`—`	directa
PyPI	prompt-toolkit	`3.0.52`	directa
PyPI	pydantic	`—`	directa
PyPI	pydantic	`2.13.4`	directa
PyPI	pypdfium2	`—`	directa
PyPI	pypdfium2	`5.11.0`	directa
PyPI	python-docx	`—`	directa
PyPI	python-docx	`1.2.0`	directa
PyPI	python-dotenv	`—`	directa
PyPI	python-dotenv	`1.2.2`	directa
PyPI	python-multipart	`—`	directa
PyPI	python-multipart	`0.0.32`	directa
PyPI	python-pptx	`—`	directa
PyPI	python-pptx	`1.0.2`	directa
PyPI	pyyaml	`—`	directa
PyPI	pyyaml	`6.0.3`	directa
PyPI	requests	`—`	directa
PyPI	requests	`2.34.2`	directa
PyPI	rich	`—`	directa
PyPI	rich	`15.0.0`	directa
PyPI	scikit-learn	`—`	directa
PyPI	scikit-learn	`1.9.0`	directa
PyPI	scipy	`—`	directa
PyPI	scipy	`1.17.1`	directa
PyPI	smartmoneyconcepts	`—`	directa
PyPI	smartmoneyconcepts	`0.0.27`	directa
PyPI	sse-starlette	`—`	directa
PyPI	sse-starlette	`3.4.5`	directa
PyPI	tushare	`—`	directa
PyPI	tushare	`1.4.29`	directa
PyPI	uvicorn	`—`	directa
PyPI	uvicorn	`0.51.0`	directa
PyPI	weasyprint	`—`	directa
PyPI	weasyprint	`69.0`	directa
PyPI	websockets	`—`	directa
PyPI	websockets	`15.0.1`	directa
PyPI	yfinance	`—`	directa
PyPI	yfinance	`1.5.1`	directa
npm	@adobe/css-tools	`4.5.0`	indirecta
npm	@alloc/quick-lru	`5.2.0`	indirecta
npm	@asamuzakjp/css-color	`5.1.11`	indirecta
npm	@asamuzakjp/dom-selector	`7.1.1`	indirecta
npm	@asamuzakjp/generational-cache	`1.0.1`	indirecta
npm	@asamuzakjp/nwsapi	`2.3.9`	indirecta
npm	@babel/code-frame	`7.29.7`	indirecta
npm	@babel/compat-data	`7.29.7`	indirecta
npm	@babel/core	`7.29.7`	indirecta
npm	@babel/generator	`7.29.7`	indirecta
npm	@babel/helper-compilation-targets	`7.29.7`	indirecta
npm	@babel/helper-globals	`7.29.7`	indirecta
npm	@babel/helper-module-imports	`7.29.7`	indirecta
npm	@babel/helper-module-transforms	`7.29.7`	indirecta
npm	@babel/helper-plugin-utils	`7.28.6`	indirecta
npm	@babel/helper-string-parser	`7.29.7`	indirecta
npm	@babel/helper-validator-identifier	`7.29.7`	indirecta
npm	@babel/helper-validator-option	`7.29.7`	indirecta
npm	@babel/helpers	`7.29.7`	indirecta
npm	@babel/parser	`7.29.7`	indirecta
npm	@babel/plugin-transform-react-jsx-self	`7.27.1`	indirecta
npm	@babel/plugin-transform-react-jsx-source	`7.27.1`	indirecta
npm	@babel/runtime	`7.29.7`	indirecta
npm	@babel/template	`7.29.7`	indirecta
npm	@babel/traverse	`7.29.7`	indirecta
npm	@babel/types	`7.29.7`	indirecta
npm	@bcoe/v8-coverage	`1.0.2`	indirecta
npm	@bramus/specificity	`2.4.2`	indirecta
npm	@csstools/color-helpers	`6.1.0`	indirecta
npm	@csstools/css-calc	`3.2.1`	indirecta
npm	@csstools/css-color-parser	`4.1.9`	indirecta
npm	@csstools/css-parser-algorithms	`4.0.0`	indirecta
npm	@csstools/css-syntax-patches-for-csstree	`1.1.6`	indirecta
npm	@csstools/css-tokenizer	`4.0.0`	indirecta
npm	@esbuild/aix-ppc64	`0.25.12`	indirecta
npm	@esbuild/android-arm	`0.25.12`	indirecta
npm	@esbuild/android-arm64	`0.25.12`	indirecta
npm	@esbuild/android-x64	`0.25.12`	indirecta
npm	@esbuild/darwin-arm64	`0.25.12`	indirecta
npm	@esbuild/darwin-x64	`0.25.12`	indirecta
npm	@esbuild/freebsd-arm64	`0.25.12`	indirecta
npm	@esbuild/freebsd-x64	`0.25.12`	indirecta
npm	@esbuild/linux-arm	`0.25.12`	indirecta
npm	@esbuild/linux-arm64	`0.25.12`	indirecta
npm	@esbuild/linux-ia32	`0.25.12`	indirecta
npm	@esbuild/linux-loong64	`0.25.12`	indirecta
npm	@esbuild/linux-mips64el	`0.25.12`	indirecta
npm	@esbuild/linux-ppc64	`0.25.12`	indirecta
npm	@esbuild/linux-riscv64	`0.25.12`	indirecta
npm	@esbuild/linux-s390x	`0.25.12`	indirecta
npm	@esbuild/linux-x64	`0.25.12`	indirecta
npm	@esbuild/netbsd-arm64	`0.25.12`	indirecta
npm	@esbuild/netbsd-x64	`0.25.12`	indirecta
npm	@esbuild/openbsd-arm64	`0.25.12`	indirecta
npm	@esbuild/openbsd-x64	`0.25.12`	indirecta
npm	@esbuild/openharmony-arm64	`0.25.12`	indirecta
npm	@esbuild/sunos-x64	`0.25.12`	indirecta
npm	@esbuild/win32-arm64	`0.25.12`	indirecta
npm	@esbuild/win32-ia32	`0.25.12`	indirecta
npm	@esbuild/win32-x64	`0.25.12`	indirecta
npm	@exodus/bytes	`1.15.1`	indirecta
npm	@jridgewell/gen-mapping	`0.3.13`	indirecta
npm	@jridgewell/remapping	`2.3.5`	indirecta
npm	@jridgewell/resolve-uri	`3.1.2`	indirecta
npm	@jridgewell/sourcemap-codec	`1.5.5`	indirecta
npm	@jridgewell/trace-mapping	`0.3.31`	indirecta
npm	@nodelib/fs.scandir	`2.1.5`	indirecta
npm	@nodelib/fs.stat	`2.0.5`	indirecta
npm	@nodelib/fs.walk	`1.2.8`	indirecta
npm	@rolldown/pluginutils	`1.0.0-beta.27`	indirecta
npm	@rollup/rollup-android-arm-eabi	`4.59.0`	indirecta
npm	@rollup/rollup-android-arm64	`4.59.0`	indirecta
npm	@rollup/rollup-darwin-arm64	`4.59.0`	indirecta
npm	@rollup/rollup-darwin-x64	`4.59.0`	indirecta
npm	@rollup/rollup-freebsd-arm64	`4.59.0`	indirecta
npm	@rollup/rollup-freebsd-x64	`4.59.0`	indirecta
npm	@rollup/rollup-linux-arm-gnueabihf	`4.59.0`	indirecta
npm	@rollup/rollup-linux-arm-musleabihf	`4.59.0`	indirecta
npm	@rollup/rollup-linux-arm64-gnu	`4.59.0`	indirecta
npm	@rollup/rollup-linux-arm64-musl	`4.59.0`	indirecta
npm	@rollup/rollup-linux-loong64-gnu	`4.59.0`	indirecta
npm	@rollup/rollup-linux-loong64-musl	`4.59.0`	indirecta
npm	@rollup/rollup-linux-ppc64-gnu	`4.59.0`	indirecta
npm	@rollup/rollup-linux-ppc64-musl	`4.59.0`	indirecta
npm	@rollup/rollup-linux-riscv64-gnu	`4.59.0`	indirecta
npm	@rollup/rollup-linux-riscv64-musl	`4.59.0`	indirecta
npm	@rollup/rollup-linux-s390x-gnu	`4.59.0`	indirecta
npm	@rollup/rollup-linux-x64-gnu	`4.59.0`	indirecta
npm	@rollup/rollup-linux-x64-musl	`4.59.0`	indirecta
npm	@rollup/rollup-openbsd-x64	`4.59.0`	indirecta
npm	@rollup/rollup-openharmony-arm64	`4.59.0`	indirecta
npm	@rollup/rollup-win32-arm64-msvc	`4.59.0`	indirecta
npm	@rollup/rollup-win32-ia32-msvc	`4.59.0`	indirecta
npm	@rollup/rollup-win32-x64-gnu	`4.59.0`	indirecta
npm	@rollup/rollup-win32-x64-msvc	`4.59.0`	indirecta
npm	@standard-schema/spec	`1.1.0`	indirecta
npm	@tailwindcss/typography	`0.5.20`	indirecta
npm	@testing-library/dom	`10.4.1`	indirecta
npm	@testing-library/jest-dom	`6.9.1`	indirecta
npm	@testing-library/react	`16.3.2`	indirecta
npm	@testing-library/user-event	`14.6.1`	indirecta
npm	@types/aria-query	`5.0.4`	indirecta
npm	@types/babel__core	`7.20.5`	indirecta
npm	@types/babel__generator	`7.27.0`	indirecta
npm	@types/babel__template	`7.4.4`	indirecta
npm	@types/babel__traverse	`7.28.0`	indirecta
npm	@types/chai	`5.2.3`	indirecta
npm	@types/debug	`4.1.12`	indirecta
npm	@types/deep-eql	`4.0.2`	indirecta
npm	@types/estree	`1.0.8`	indirecta
npm	@types/estree-jsx	`1.0.5`	indirecta
npm	@types/hast	`3.0.4`	indirecta
npm	@types/mdast	`4.0.4`	indirecta
npm	@types/ms	`2.1.0`	indirecta
npm	@types/react	`19.2.17`	indirecta
npm	@types/react-dom	`19.2.3`	indirecta
npm	@types/unist	`2.0.11`	indirecta
npm	@types/unist	`3.0.3`	indirecta
npm	@ungap/structured-clone	`1.3.0`	indirecta
npm	@vitejs/plugin-react	`4.7.0`	indirecta
npm	@vitest/coverage-v8	`4.1.10`	indirecta
npm	@vitest/expect	`4.1.10`	indirecta
npm	@vitest/mocker	`4.1.10`	indirecta
npm	@vitest/pretty-format	`4.1.10`	indirecta
npm	@vitest/runner	`4.1.10`	indirecta
npm	@vitest/snapshot	`4.1.10`	indirecta
npm	@vitest/spy	`4.1.10`	indirecta
npm	@vitest/utils	`4.1.10`	indirecta
npm	ansi-regex	`5.0.1`	indirecta
npm	ansi-styles	`5.2.0`	indirecta
npm	any-promise	`1.3.0`	indirecta
npm	anymatch	`3.1.3`	indirecta
npm	arg	`5.0.2`	indirecta
npm	aria-query	`5.3.0`	indirecta
npm	assertion-error	`2.0.1`	indirecta
npm	ast-v8-to-istanbul	`1.0.3`	indirecta
npm	autoprefixer	`10.5.2`	indirecta
npm	bail	`2.0.2`	indirecta
npm	baseline-browser-mapping	`2.10.43`	indirecta
npm	bidi-js	`1.0.3`	indirecta
npm	binary-extensions	`2.3.0`	indirecta
npm	braces	`3.0.3`	indirecta
npm	browserslist	`4.28.6`	indirecta
npm	camelcase-css	`2.0.1`	indirecta
npm	caniuse-lite	`1.0.30001805`	indirecta
npm	ccount	`2.0.1`	indirecta
npm	chai	`6.2.2`	indirecta
npm	character-entities	`2.0.2`	indirecta
npm	character-entities-html4	`2.1.0`	indirecta
npm	character-entities-legacy	`3.0.0`	indirecta
npm	character-reference-invalid	`2.0.1`	indirecta
npm	chokidar	`3.6.0`	indirecta
npm	comma-separated-tokens	`2.0.3`	indirecta
npm	commander	`4.1.1`	indirecta
npm	convert-source-map	`2.0.0`	indirecta
npm	cookie	`1.1.1`	indirecta
npm	css-tree	`3.2.1`	indirecta
npm	css.escape	`1.5.1`	indirecta
npm	cssesc	`3.0.0`	indirecta
npm	csstype	`3.2.3`	indirecta
npm	data-urls	`7.0.0`	indirecta
npm	debug	`4.4.3`	indirecta
npm	decimal.js	`10.6.0`	indirecta
npm	decode-named-character-reference	`1.3.0`	indirecta
npm	dequal	`2.0.3`	indirecta
npm	devlop	`1.1.0`	indirecta
npm	didyoumean	`1.2.2`	indirecta
npm	dlv	`1.1.3`	indirecta
npm	dom-accessibility-api	`0.5.16`	indirecta
npm	dom-accessibility-api	`0.6.3`	indirecta
npm	electron-to-chromium	`1.5.389`	indirecta
npm	entities	`8.0.0`	indirecta
npm	es-module-lexer	`2.1.0`	indirecta
npm	esbuild	`0.25.12`	indirecta
npm	escalade	`3.2.0`	indirecta
npm	escape-string-regexp	`5.0.0`	indirecta
npm	estree-util-is-identifier-name	`3.0.0`	indirecta
npm	estree-walker	`3.0.3`	indirecta
npm	expect-type	`1.3.0`	indirecta
npm	extend	`3.0.2`	indirecta
npm	fast-glob	`3.3.3`	indirecta
npm	fastq	`1.20.1`	indirecta
npm	fdir	`6.5.0`	indirecta
npm	fill-range	`7.1.1`	indirecta
npm	fraction.js	`5.3.4`	indirecta
npm	fsevents	`2.3.3`	indirecta
npm	function-bind	`1.1.2`	indirecta
npm	gensync	`1.0.0-beta.2`	indirecta
npm	glob-parent	`5.1.2`	indirecta
npm	glob-parent	`6.0.2`	indirecta
npm	has-flag	`4.0.0`	indirecta
npm	hasown	`2.0.2`	indirecta
npm	hast-util-is-element	`3.0.0`	indirecta
npm	hast-util-to-jsx-runtime	`2.3.6`	indirecta
npm	hast-util-to-text	`4.0.2`	indirecta
npm	hast-util-whitespace	`3.0.0`	indirecta
npm	html-encoding-sniffer	`6.0.0`	indirecta
npm	html-escaper	`2.0.2`	indirecta
npm	html-parse-stringify	`3.0.1`	indirecta
npm	html-url-attributes	`3.0.1`	indirecta
npm	indent-string	`4.0.0`	indirecta
npm	inline-style-parser	`0.2.7`	indirecta
npm	is-alphabetical	`2.0.1`	indirecta
npm	is-alphanumerical	`2.0.1`	indirecta
npm	is-binary-path	`2.1.0`	indirecta
npm	is-core-module	`2.16.1`	indirecta
npm	is-decimal	`2.0.1`	indirecta
npm	is-extglob	`2.1.1`	indirecta
npm	is-glob	`4.0.3`	indirecta
npm	is-hexadecimal	`2.0.1`	indirecta
npm	is-number	`7.0.0`	indirecta
npm	is-plain-obj	`4.1.0`	indirecta
npm	is-potential-custom-element-name	`1.0.1`	indirecta
npm	istanbul-lib-coverage	`3.2.2`	indirecta
npm	istanbul-lib-report	`3.0.1`	indirecta
npm	istanbul-reports	`3.2.0`	indirecta
npm	jiti	`1.21.7`	indirecta
npm	js-tokens	`10.0.0`	indirecta
npm	js-tokens	`4.0.0`	indirecta
npm	jsdom	`29.1.1`	indirecta
npm	jsesc	`3.1.0`	indirecta
npm	json5	`2.2.3`	indirecta
npm	lilconfig	`3.1.3`	indirecta
npm	lines-and-columns	`1.2.4`	indirecta
npm	longest-streak	`3.1.0`	indirecta
npm	lowlight	`3.3.0`	indirecta
npm	lru-cache	`11.5.2`	indirecta
npm	lru-cache	`5.1.1`	indirecta
npm	lz-string	`1.5.0`	indirecta
npm	magic-string	`0.30.21`	indirecta
npm	magicast	`0.5.3`	indirecta
npm	make-dir	`4.0.0`	indirecta
npm	markdown-table	`3.0.4`	indirecta
npm	mdast-util-find-and-replace	`3.0.2`	indirecta
npm	mdast-util-from-markdown	`2.0.3`	indirecta
npm	mdast-util-gfm	`3.1.0`	indirecta
npm	mdast-util-gfm-autolink-literal	`2.0.1`	indirecta
npm	mdast-util-gfm-footnote	`2.1.0`	indirecta
npm	mdast-util-gfm-strikethrough	`2.0.0`	indirecta
npm	mdast-util-gfm-table	`2.0.0`	indirecta
npm	mdast-util-gfm-task-list-item	`2.0.0`	indirecta
npm	mdast-util-mdx-expression	`2.0.1`	indirecta
npm	mdast-util-mdx-jsx	`3.2.0`	indirecta
npm	mdast-util-mdxjs-esm	`2.0.1`	indirecta
npm	mdast-util-phrasing	`4.1.0`	indirecta
npm	mdast-util-to-hast	`13.2.1`	indirecta
npm	mdast-util-to-markdown	`2.1.2`	indirecta
npm	mdast-util-to-string	`4.0.0`	indirecta
npm	mdn-data	`2.27.1`	indirecta
npm	merge2	`1.4.1`	indirecta
npm	micromark	`4.0.2`	indirecta
npm	micromark-core-commonmark	`2.0.3`	indirecta
npm	micromark-extension-gfm	`3.0.0`	indirecta
npm	micromark-extension-gfm-autolink-literal	`2.1.0`	indirecta
npm	micromark-extension-gfm-footnote	`2.1.0`	indirecta
npm	micromark-extension-gfm-strikethrough	`2.1.0`	indirecta
npm	micromark-extension-gfm-table	`2.1.1`	indirecta
npm	micromark-extension-gfm-tagfilter	`2.0.0`	indirecta
npm	micromark-extension-gfm-task-list-item	`2.1.0`	indirecta
npm	micromark-factory-destination	`2.0.1`	indirecta
npm	micromark-factory-label	`2.0.1`	indirecta
npm	micromark-factory-space	`2.0.1`	indirecta
npm	micromark-factory-title	`2.0.1`	indirecta
npm	micromark-factory-whitespace	`2.0.1`	indirecta
npm	micromark-util-character	`2.1.1`	indirecta
npm	micromark-util-chunked	`2.0.1`	indirecta
npm	micromark-util-classify-character	`2.0.1`	indirecta
npm	micromark-util-combine-extensions	`2.0.1`	indirecta
npm	micromark-util-decode-numeric-character-reference	`2.0.2`	indirecta
npm	micromark-util-decode-string	`2.0.1`	indirecta
npm	micromark-util-encode	`2.0.1`	indirecta
npm	micromark-util-html-tag-name	`2.0.1`	indirecta
npm	micromark-util-normalize-identifier	`2.0.1`	indirecta
npm	micromark-util-resolve-all	`2.0.1`	indirecta
npm	micromark-util-sanitize-uri	`2.0.1`	indirecta
npm	micromark-util-subtokenize	`2.1.0`	indirecta
npm	micromark-util-symbol	`2.0.1`	indirecta
npm	micromark-util-types	`2.0.2`	indirecta
npm	micromatch	`4.0.8`	indirecta
npm	min-indent	`1.0.1`	indirecta
npm	ms	`2.1.3`	indirecta
npm	mz	`2.7.0`	indirecta
npm	nanoid	`3.3.16`	indirecta
npm	node-releases	`2.0.51`	indirecta
npm	normalize-path	`3.0.0`	indirecta
npm	object-assign	`4.1.1`	indirecta
npm	object-hash	`3.0.0`	indirecta
npm	obug	`2.1.2`	indirecta
npm	parse-entities	`4.0.2`	indirecta
npm	parse5	`8.0.1`	indirecta
npm	path-parse	`1.0.7`	indirecta
npm	pathe	`2.0.3`	indirecta
npm	picocolors	`1.1.1`	indirecta
npm	picomatch	`2.3.2`	indirecta
npm	picomatch	`4.0.4`	indirecta
npm	pify	`2.3.0`	indirecta
npm	pirates	`4.0.7`	indirecta
npm	postcss	`8.5.18`	indirecta
npm	postcss-import	`15.1.0`	indirecta
npm	postcss-js	`4.1.0`	indirecta
npm	postcss-load-config	`6.0.1`	indirecta
npm	postcss-nested	`6.2.0`	indirecta
npm	postcss-selector-parser	`6.0.10`	indirecta
npm	postcss-selector-parser	`6.1.2`	indirecta
npm	postcss-value-parser	`4.2.0`	indirecta
npm	pretty-format	`27.5.1`	indirecta
npm	property-information	`7.1.0`	indirecta
npm	punycode	`2.3.1`	indirecta
npm	queue-microtask	`1.2.3`	indirecta
npm	react-is	`17.0.2`	indirecta
npm	react-refresh	`0.17.0`	indirecta
npm	react-router	`7.18.1`	indirecta
npm	read-cache	`1.0.0`	indirecta
npm	readdirp	`3.6.0`	indirecta
npm	redent	`3.0.0`	indirecta
npm	remark-parse	`11.0.0`	indirecta
npm	remark-rehype	`11.1.2`	indirecta
npm	remark-stringify	`11.0.0`	indirecta
npm	require-from-string	`2.0.2`	indirecta
npm	resolve	`1.22.11`	indirecta
npm	reusify	`1.1.0`	indirecta
npm	rollup	`4.59.0`	indirecta
npm	run-parallel	`1.2.0`	indirecta
npm	saxes	`6.0.0`	indirecta
npm	scheduler	`0.27.0`	indirecta
npm	semver	`6.3.1`	indirecta
npm	semver	`7.8.1`	indirecta
npm	set-cookie-parser	`2.7.2`	indirecta
npm	siginfo	`2.0.0`	indirecta
npm	source-map-js	`1.2.1`	indirecta
npm	space-separated-tokens	`2.0.2`	indirecta
npm	stackback	`0.0.2`	indirecta
npm	std-env	`4.1.0`	indirecta
npm	stringify-entities	`4.0.4`	indirecta
npm	strip-indent	`3.0.0`	indirecta
npm	style-to-js	`1.1.21`	indirecta
npm	style-to-object	`1.0.14`	indirecta
npm	sucrase	`3.35.1`	indirecta
npm	supports-color	`7.2.0`	indirecta
npm	supports-preserve-symlinks-flag	`1.0.0`	indirecta
npm	symbol-tree	`3.2.4`	indirecta
npm	tailwindcss	`3.4.19`	indirecta
npm	thenify	`3.3.1`	indirecta
npm	thenify-all	`1.6.0`	indirecta
npm	tinybench	`2.9.0`	indirecta
npm	tinyexec	`1.2.4`	indirecta
npm	tinyglobby	`0.2.15`	indirecta
npm	tinyrainbow	`3.1.0`	indirecta
npm	tldts	`7.4.2`	indirecta
npm	tldts-core	`7.4.2`	indirecta
npm	to-regex-range	`5.0.1`	indirecta
npm	tough-cookie	`6.0.1`	indirecta
npm	tr46	`6.0.0`	indirecta
npm	trim-lines	`3.0.1`	indirecta
npm	trough	`2.2.0`	indirecta
npm	ts-interface-checker	`0.1.13`	indirecta
npm	tslib	`2.3.0`	indirecta
npm	typescript	`5.9.3`	indirecta
npm	undici	`7.28.0`	indirecta
npm	unified	`11.0.5`	indirecta
npm	unist-util-find-after	`5.0.0`	indirecta
npm	unist-util-is	`6.0.1`	indirecta
npm	unist-util-position	`5.0.0`	indirecta
npm	unist-util-stringify-position	`4.0.0`	indirecta
npm	unist-util-visit	`5.1.0`	indirecta
npm	unist-util-visit-parents	`6.0.2`	indirecta
npm	update-browserslist-db	`1.2.3`	indirecta
npm	use-sync-external-store	`1.6.0`	indirecta
npm	util-deprecate	`1.0.2`	indirecta
npm	vfile	`6.0.3`	indirecta
npm	vfile-message	`4.0.3`	indirecta
npm	vite	`6.4.3`	indirecta
npm	vitest	`4.1.10`	indirecta
npm	void-elements	`3.1.0`	indirecta
npm	w3c-xmlserializer	`5.0.0`	indirecta
npm	webidl-conversions	`8.0.1`	indirecta
npm	whatwg-mimetype	`5.0.0`	indirecta
npm	whatwg-url	`16.0.1`	indirecta
npm	why-is-node-running	`2.3.0`	indirecta
npm	xml-name-validator	`5.0.0`	indirecta
npm	xmlchars	`2.2.0`	indirecta
npm	yallist	`3.1.1`	indirecta
npm	zrender	`6.1.0`	indirecta
npm	zwitch	`2.0.4`	indirecta
PyPI	aiodns	`4.0.4`	indirecta
PyPI	aiofile	`3.11.1`	indirecta
PyPI	aiohappyeyeballs	`2.7.1`	indirecta
PyPI	aiohttp	`—`	indirecta
PyPI	aiohttp	`3.14.1`	indirecta
PyPI	aiosignal	`1.4.0`	indirecta
PyPI	akracer	`0.0.14`	indirecta
PyPI	annotated-doc	`0.0.4`	indirecta
PyPI	annotated-types	`0.7.0`	indirecta
PyPI	anyio	`4.14.2`	indirecta
PyPI	attrs	`26.1.0`	indirecta
PyPI	authlib	`1.7.2`	indirecta
PyPI	backports-tarfile	`1.2.0`	indirecta
PyPI	baostock	`—`	indirecta
PyPI	beartype	`0.22.9`	indirecta
PyPI	beautifulsoup4	`4.15.0`	indirecta
PyPI	black	`—`	indirecta
PyPI	brotli	`1.2.0`	indirecta
PyPI	bs4	`0.0.2`	indirecta
PyPI	cachetools	`7.1.4`	indirecta
PyPI	caio	`0.9.25`	indirecta
PyPI	certifi	`2026.6.17`	indirecta
PyPI	cffi	`2.1.0`	indirecta
PyPI	charset-normalizer	`3.4.9`	indirecta
PyPI	click	`8.4.2`	indirecta
PyPI	coincurve	`21.0.0`	indirecta
PyPI	contourpy	`1.3.3`	indirecta
PyPI	cryptography	`—`	indirecta
PyPI	cryptography	`49.0.0`	indirecta
PyPI	cssselect2	`0.9.0`	indirecta
PyPI	curl-cffi	`0.15.0`	indirecta
PyPI	cycler	`0.12.1`	indirecta
PyPI	cyclopts	`4.21.0`	indirecta
PyPI	decorator	`5.3.1`	indirecta
PyPI	dingtalk-stream	`—`	indirecta
PyPI	discord-py	`—`	indirecta
PyPI	distro	`1.9.0`	indirecta
PyPI	dnspython	`2.8.0`	indirecta
PyPI	docstring-parser	`0.18.0`	indirecta
PyPI	email-validator	`2.3.0`	indirecta
PyPI	et-xmlfile	`2.0.0`	indirecta
PyPI	exceptiongroup	`1.3.1`	indirecta
PyPI	fake-useragent	`2.2.0`	indirecta
PyPI	fastmcp-slim	`3.4.4`	indirecta
PyPI	fonttools	`4.63.0`	indirecta
PyPI	frozenlist	`1.8.0`	indirecta
PyPI	griffelib	`2.1.0`	indirecta
PyPI	h11	`0.16.0`	indirecta
PyPI	h2	`4.3.0`	indirecta
PyPI	hpack	`4.2.0`	indirecta
PyPI	html5lib	`1.1`	indirecta
PyPI	httpcore	`1.0.9`	indirecta
PyPI	httptools	`0.8.0`	indirecta
PyPI	httpx-sse	`0.4.3`	indirecta
PyPI	hyperframe	`6.1.0`	indirecta
PyPI	ib-async	`—`	indirecta
PyPI	idna	`3.18`	indirecta
PyPI	importlib-metadata	`9.0.0`	indirecta
PyPI	jaraco-classes	`3.4.0`	indirecta
PyPI	jaraco-context	`6.1.2`	indirecta
PyPI	jaraco-functools	`4.5.0`	indirecta
PyPI	jeepney	`0.9.0`	indirecta
PyPI	jiter	`0.16.0`	indirecta
PyPI	joserfc	`1.7.3`	indirecta
PyPI	jsonpatch	`1.33`	indirecta
PyPI	jsonpath	`0.82.2`	indirecta
PyPI	jsonpointer	`3.1.1`	indirecta
PyPI	jsonref	`1.1.0`	indirecta
PyPI	jsonschema	`4.26.0`	indirecta
PyPI	jsonschema-path	`0.5.0`	indirecta
PyPI	jsonschema-specifications	`2025.9.1`	indirecta
PyPI	keyring	`25.7.0`	indirecta
PyPI	kiwisolver	`1.5.0`	indirecta
PyPI	langchain-deepseek	`—`	indirecta
PyPI	langchain-protocol	`0.0.18`	indirecta
PyPI	langgraph-prebuilt	`1.1.0`	indirecta
PyPI	langgraph-sdk	`0.4.2`	indirecta
PyPI	langsmith	`0.10.2`	indirecta
PyPI	lark-oapi	`—`	indirecta
PyPI	llvmlite	`0.48.0`	indirecta
PyPI	longbridge	`—`	indirecta
PyPI	longbridge	`4.3.3`	indirecta
PyPI	lxml	`6.1.1`	indirecta
PyPI	markdown-it-py	`4.2.0`	indirecta
PyPI	markupsafe	`3.0.3`	indirecta
PyPI	matrix-nio	`—`	indirecta
PyPI	mcp	`1.28.1`	indirecta
PyPI	mdurl	`0.1.2`	indirecta
PyPI	mistune	`—`	indirecta
PyPI	more-itertools	`11.1.0`	indirecta
PyPI	msgpack	`—`	indirecta
PyPI	multidict	`6.7.1`	indirecta
PyPI	multitasking	`0.0.13`	indirecta
PyPI	narwhals	`2.23.0`	indirecta
PyPI	neonize	`—`	indirecta
PyPI	nh3	`—`	indirecta
PyPI	numba	`0.66.0`	indirecta
PyPI	openai	`2.45.0`	indirecta
PyPI	openapi-pydantic	`0.5.1`	indirecta
PyPI	opentelemetry-api	`1.43.0`	indirecta
PyPI	orjson	`3.11.9`	indirecta
PyPI	ormsgpack	`1.12.2`	indirecta
PyPI	packaging	`26.2`	indirecta
PyPI	pathable	`0.6.0`	indirecta
PyPI	peewee	`4.2.1`	indirecta
PyPI	platformdirs	`4.10.0`	indirecta
PyPI	primp	`1.3.1`	indirecta
PyPI	propcache	`0.5.2`	indirecta
PyPI	protobuf	`7.35.1`	indirecta
PyPI	py-key-value-aio	`0.4.5`	indirecta
PyPI	py-mini-racer	`0.6.0`	indirecta
PyPI	pycares	`5.0.1`	indirecta
PyPI	pycparser	`3.0`	indirecta
PyPI	pydantic-core	`2.46.4`	indirecta
PyPI	pydantic-settings	`2.14.2`	indirecta
PyPI	pydyf	`0.12.1`	indirecta
PyPI	pygments	`2.20.0`	indirecta
PyPI	pyharmonics	`—`	indirecta
PyPI	pyjwt	`—`	indirecta
PyPI	pyjwt	`2.13.0`	indirecta
PyPI	pyparsing	`3.3.2`	indirecta
PyPI	pyperclip	`1.11.0`	indirecta
PyPI	pyphen	`0.17.2`	indirecta
PyPI	pytest	`—`	indirecta
PyPI	pytest-cov	`—`	indirecta
PyPI	pytest-socket	`—`	indirecta
PyPI	python-dateutil	`2.9.0.post0`	indirecta
PyPI	python-socketio	`—`	indirecta
PyPI	python-telegram-bot	`—`	indirecta
PyPI	pytz	`2026.2`	indirecta
PyPI	qq-botpy	`—`	indirecta
PyPI	qrcode	`—`	indirecta
PyPI	referencing	`0.37.0`	indirecta
PyPI	regex	`2026.7.10`	indirecta
PyPI	requests-toolbelt	`1.0.0`	indirecta
PyPI	rich-rst	`2.1.0`	indirecta
PyPI	rpds-py	`2026.6.3`	indirecta
PyPI	ruff	`—`	indirecta
PyPI	secretstorage	`3.5.0`	indirecta
PyPI	simplejson	`4.1.1`	indirecta
PyPI	six	`1.17.0`	indirecta
PyPI	slack-sdk	`—`	indirecta
PyPI	slackify-markdown	`—`	indirecta
PyPI	sniffio	`1.3.1`	indirecta
PyPI	socksio	`1.0.0`	indirecta
PyPI	soupsieve	`2.8.4`	indirecta
PyPI	starlette	`1.3.1`	indirecta
PyPI	tabulate	`0.10.0`	indirecta
PyPI	tenacity	`9.1.4`	indirecta
PyPI	threadpoolctl	`3.6.0`	indirecta
PyPI	tiktoken	`0.13.0`	indirecta
PyPI	tinycss2	`1.5.1`	indirecta
PyPI	tinyhtml5	`2.1.0`	indirecta
PyPI	tqdm	`4.68.4`	indirecta
PyPI	typing-extensions	`4.16.0`	indirecta
PyPI	typing-inspection	`0.4.2`	indirecta
PyPI	tzdata	`2026.3`	indirecta
PyPI	uncalled-for	`0.3.2`	indirecta
PyPI	urllib3	`2.7.0`	indirecta
PyPI	uuid-utils	`0.17.0`	indirecta
PyPI	uvloop	`0.22.1`	indirecta
PyPI	watchfiles	`1.2.0`	indirecta
PyPI	wcwidth	`0.8.2`	indirecta
PyPI	webencodings	`0.5.1`	indirecta
PyPI	websocket-client	`1.9.0`	indirecta
PyPI	wecom-aibot-sdk	`—`	indirecta
PyPI	xlrd	`2.0.2`	indirecta
PyPI	xlsxwriter	`3.2.9`	indirecta
PyPI	xxhash	`3.8.1`	indirecta
PyPI	yarl	`1.24.2`	indirecta
PyPI	zipp	`4.1.0`	indirecta
PyPI	zopfli	`0.4.3`	indirecta
PyPI	zstandard	`0.25.0`	indirecta

Informe JSON sin procesar legible por máquina

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                      "count": 146
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "issue_template",
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                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "pr_template",
                "name": "PR template",
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                "points": 6.3,
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                "details": [],
                "max_points": 6.3
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            ]
          },
          {
            "key": "ecosystem_adoption",
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            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 74,
            "inputs": {
              "packages": [
                "vibe-trading-ai"
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 27291
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            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "27,291 downloads/month across pypi",
                "points": 59.1,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 27291,
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                  }
                ],
                "max_points": 80
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              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 70,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
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                      "count": 1
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                ],
                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 56% of commits",
                "points": 9.9,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 56
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                ],
                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "86 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 86
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                  }
                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "merged_prs": 283,
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              "closed_issues": 202,
              "issue_closed_ratio": 0.871,
              "closed_unmerged_prs": 142
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "87% of issues closed",
                "points": 40.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 87
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "283/425 decided PRs merged",
                "points": 25.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 283,
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                  }
                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 12/20 approved changesets -- score normalized to 6",
                "points": 9,
                "status": "partial",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "followers": 12465,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "HKUDS",
              "public_repos": 91,
              "account_age_days": 1342
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            "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": "12,465 followers of HKUDS",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 12465,
                      "login": "HKUDS"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "91 public repos, account ~3 yr old",
                "points": 20.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 91
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
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                  }
                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "vibe-trading-ai"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 8
            },
            "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"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 8 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 8
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "12 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 12
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                  }
                ],
                "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": "good",
        "name": "Engineering Quality",
        "value": 81,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
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                  }
                ],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "9 out of 12 merged PRs checked by a CI test -- score normalized to 7",
                "points": 14,
                "status": "partial",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "backtesting",
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                "algorithmic-trading",
                "fintech",
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              "has_wiki": true,
              "homepage": "https://vibetrading.wiki/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
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            "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://vibetrading.wiki/",
                "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": "10 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 10
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                  }
                ],
                "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": 53,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 53,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.3
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            "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 not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "9 out of 12 merged PRs checked by a CI test -- score normalized to 7",
                "points": 1.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 12/20 approved changesets -- score normalized to 6",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 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 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "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 detected",
                "points": 5,
                "status": "met",
                "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": "9 existing vulnerabilities detected",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 6
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 40,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
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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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
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                }
              },
              {
                "code": "weights_renormalized",
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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 v1.13.0, esquema v0.14.0 — metodología completa · wiki de métricas.

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

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