Informe de salud del softwareesquema 0.12.0 · métricas 1.13.0 · 2026-07-18 00:08 UTC

dynamiq-ai / dynamiq

Dynamiq is an orchestration framework for agentic AI and LLM applications

PythonApache-2.0★ 1061 estrellas⑂ 131 forksdesde sept 2024Ver en GitHub ↗

#agents #ai #generative-ai #gpt #llm #llmops #rag

dynamiq-ai/dynamiq tiene un índice de salud de 82 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (99/100) y la más baja, Security (61/100). Se actualizó por última vez hoy. 3 personas concentran 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

DynamiqOrganización

65 seguidores6 repositorios públicosdesde nov 2023

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	dynamiq	0.58.1	-	80	hace 3 días	agents ai generative-ai gpt llm llmops rag

Métricas por categoría

Vitalidad

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

99Excelente · 22% del índice global

Actividad de desarrollo

99Excelente

Cómo se puntúa

36/36	Recencia de push — último push hace 0 días
35.3/36	Cadencia de commits — 51/52 semanas con commits
18/18	Volumen de commits — 379 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	379
human_commit_share	—
days_since_last_push	0
active_weeks_last_year	51

Disciplina de publicación

100Excelente

Cómo se puntúa

27/27	Publica versiones — 80 versiones publicadas
36/36	Recencia de las versiones — última versión hace 3 días
27/27	Cadencia de publicación — una versión cada ~6,7 días
0/10	OpenSSF Scorecard: Signed-Releases — sin datos

Datos de entrada utilizados

releases_count	80
latest_release_tag	v0.58.1
releases_from_tags	no
days_since_latest_release	3
mean_days_between_releases	6,7

Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

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

78Bueno · 18% del índice global

Popularidad y adopción

71Bueno

Cómo se puntúa

49.1/60	Estrellas — 1061 estrellas
17.6/25	Forks — 131 forks
4.7/15	Observadores — 8 observadores

Datos de entrada utilizados

forks	131
stars	1061
watchers	8
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Salud de la comunidad

85Excelente

Cómo se puntúa

22.5/22.5	README
22.5/22.5	Licencia — licencia reconocida (Apache-2.0)
18/18	Guía CONTRIBUTING
13.5/13.5	Código de conducta
0/7.2	Plantilla de issues
0/6.3	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	no

Sostenibilidad y Gobernanza

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

77Bueno · 24% del índice global

Resiliencia de mantenedores (factor bus)

77Bueno

Cómo se puntúa

36/54	Factor bus — la mitad de los commits recae en 3 contribuyente(s)
17.8/22.5	Distribución de commits — el principal contribuyente firma el 21% de los commits
13.5/13.5	Amplitud de contribuyentes — 19 contribuyentes
10/10	OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations

Datos de entrada utilizados

bus_factor	3
contributors_sampled	19
top_contributor_share	0,209

Capacidad de respuesta a issues y PR

83Bueno

Cómo se puntúa

36.4/46.8	Resolución de issues — 78% de issues cerradas
31.5/38.3	Aceptación de PR — 678/822 PR decididos fusionados
15/15	OpenSSF Scorecard: Code-Review — all changesets reviewed

Datos de entrada utilizados

merged_prs	678
open_issues	2
closed_issues	7
issue_closed_ratio	0,778
closed_unmerged_prs	144

Propiedad y custodia

54Moderado

Cómo se puntúa

30/30	Respaldo de la propiedad — propiedad de una organización
0/20	Dominio verificado
13.1/25	Alcance del propietario — 65 seguidores de dynamiq-ai
11.4/25	Trayectoria — 6 repos públicos, cuenta de ~2 años

Datos de entrada utilizados

followers	65
owner_type	Organization
is_verified	—
owner_login	dynamiq-ai
public_repos	6
account_age_days	967

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 3 días
20/20	Historial de versiones — 80 versiones en el registro
20/20	No obsoleto — activo, ni obsoleto ni retirado

Datos de entrada utilizados

packages	dynamiq
ecosystems	pypi
any_deprecated	no
min_days_since_publish	3

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

92Excelente · 20% del índice global

Prácticas de ingeniería

94Excelente

Cómo se puntúa

24/24	Flujos de trabajo de CI — 5 flujo(s) de trabajo
24/24	Pruebas presentes
16/16	Configuración de linter
9.6/9.6	Hooks de pre-commit
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10

Datos de entrada utilizados

has_ci	sí
has_tests	sí
has_editorconfig	no
has_linter_config	sí
has_precommit_config	sí

Documentación

90Excelente

Cómo se puntúa

30/30	README
25/25	Directorio de documentación
15/15	Sitio de documentación / página del proyecto — https://getdynamiq.ai
10/10	Descripción del repositorio
10/10	Topics — 7 topics
0/10	Wiki

Datos de entrada utilizados

topics	agents, ai, generative-ai, gpt, llm, llmops, rag
has_wiki	no
homepage	https://getdynamiq.ai
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?

61Moderado · 16% del índice global

Postura de seguridad

61Moderado

Cómo se puntúa

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3.8/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5	Code-Review — all changesets reviewed
2.5/2.5	Contributors — project has 4 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
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
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 — sin datos
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 29 existing vulnerabilities detected

Datos de entrada utilizados

source	openssf_scorecard
checks_evaluated	16
scorecard_version	v5.5.0
checks_inconclusive	2
scorecard_aggregate	6,1

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

Preparación para IA

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

69Moderado · 0% del índice global

Contexto y guía para agentes

75Bueno

Cómo se puntúa

45/45	Instrucciones para agentes — docs/tutorials/agents.md
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	docs/tutorials/agents.md
agent_instruction_max_bytes	4430

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)

74Bueno

Cómo se puntúa

18/18	Arranque con un solo comando — Makefile, examples/Makefile
22/22	Pruebas automatizadas
11/11	Configuración de lint / formato
0/11	Verificación estática de tipos
10/10	Entorno reproducible — Dockerfile, lockfile
0/10	Práctica demostrada con agentes — sin datos
0/8	Mantenimiento automatizado — sin datos
0/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0

Datos de entrada utilizados

has_nix	no
has_tests	sí
lockfiles	uv.lock
has_dockerfile	sí
typed_language	no
bootstrap_files	Makefile, examples/Makefile
has_devcontainer	no
has_linter_config	sí
typecheck_configs	—
agent_commit_share	—
toolchain_manifests	—
dependency_bot_commit_share	—

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

Legibilidad del código para modelos

55Moderado

Cómo se puntúa

0/45	Código verificable por tipos — Python sin configuración de verificación de tipos
54.7/55	Tamaños de archivo manejables — 5/1048 archivos fuente de más de 60 KB

Datos de entrada utilizados

primary_language	Python
largest_source_bytes	112.623
source_files_sampled	1048
oversized_source_files	5

Interfaces legibles por máquina

60Moderado

Cómo se puntúa

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

Datos de entrada utilizados

example_dirs	examples
has_mcp_signal	sí
api_schema_files	—

Datos clave

1061estrellas de GitHub

19contribuidores

379commits en los últimos 12 meses

0días desde el último push

80versiones publicadas

3factor bus

2issues abiertas

PyPIecosistemas de paquetes

Más detalle

OpenSSF Scorecard 6.1 / 10

6.1agregado

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 · 2026-07-18 00:08 UTC

10	Binary-Artifacts	no binaries found in the repo
5	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
10	Code-Review	all changesets reviewed
10	Contributors	project has 4 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
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
0	SAST	SAST tool is not run on all commits -- score normalized to 0
10	Security-Policy	security policy file detected
n/d	Signed-Releases	no releases found
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	29 existing vulnerabilities detected

Dependencias directas 62

Registro	Paquete	Restricción de versión	Manifiesto
PyPI	jinja2	`>=3.1.6,<3.2.0`	pyproject.toml
PyPI	pydantic	`>=2.12.5,<2.13.0`	pyproject.toml
PyPI	openai	`>=1.83.0`	pyproject.toml
PyPI	boto3	`>=1.34.34,<1.35.0`	pyproject.toml
PyPI	redis	`>=5.0.0,<5.1.0`	pyproject.toml
PyPI	google-cloud-aiplatform	`>=1.133.0,<2.0.0`	pyproject.toml
PyPI	litellm	`>=1.83.7,<2.0.0`	pyproject.toml
PyPI	requests	`>=2.32.5,<3.0.0`	pyproject.toml
PyPI	RestrictedPython	`>=8.0,<8.1.0`	pyproject.toml
PyPI	jsonpath-ng	`>=1.6.1,<1.7.0`	pyproject.toml
PyPI	jsonpickle	`>=3.0.3,<3.1.0`	pyproject.toml
PyPI	pinecone-client	`>=3.2.2,<3.3.0`	pyproject.toml
PyPI	chromadb-client	`>=0.5.5.dev0,<0.6.0`	pyproject.toml
PyPI	unstructured-client	`>=0.42.3,<0.43.0`	pyproject.toml
PyPI	omegaconf	`>=2.3.0,<2.4.0`	pyproject.toml
PyPI	weaviate-client	`>=4.20.4,<4.21.0`	pyproject.toml
PyPI	filetype	`>=1.2.0,<1.3.0`	pyproject.toml
PyPI	more-itertools	`>=10.3.0,<10.4.0`	pyproject.toml
PyPI	pdf2image	`>=1.17.0,<1.18.0`	pyproject.toml
PyPI	e2b-code-interpreter	`>=2.8.1,<3.0.0`	pyproject.toml
PyPI	black	`>=26.3.1,<27.0.0`	pyproject.toml
PyPI	pypdf	`>=6.10.2,<7.0.0`	pyproject.toml
PyPI	python-pptx	`==1.0.2`	pyproject.toml
PyPI	qdrant-client	`>=1.11.3,<1.12.0`	pyproject.toml
PyPI	pymilvus	`>=2.5.6,<2.6.0`	pyproject.toml
PyPI	psycopg	`>=3.2.3,<3.3.0`	pyproject.toml
PyPI	pgvector	`>=0.3.6,<0.4.0`	pyproject.toml
PyPI	mysql-connector-python	`>=9.1.0,<9.2.0`	pyproject.toml
PyPI	snowflake-connector-python	`>=4.6.0,<5.0.0`	pyproject.toml
PyPI	rapidfuzz	`>=3.11.0,<3.12.0`	pyproject.toml
PyPI	sacrebleu	`>=2.5.1,<2.6.0`	pyproject.toml
PyPI	rouge-score	`>=0.1.2,<0.2.0`	pyproject.toml
PyPI	lxml	`>=6.1.0,<7.0.0`	pyproject.toml
PyPI	elasticsearch	`>=8.12.0,<8.13.0`	pyproject.toml
PyPI	numpy	`>=1.26.0,<1.27.0`	pyproject.toml
PyPI	mcp	`>=1.23.0,<2.0.0`	pyproject.toml
PyPI	datamodel-code-generator	`==0.30.0`	pyproject.toml
PyPI	python-docx	`>=1.1.2,<2.0.0`	pyproject.toml
PyPI	databricks-sql-connector	`>=4.0.3,<4.1.0`	pyproject.toml
PyPI	orjson	`>=3.11.6,<4.0.0`	pyproject.toml
PyPI	charset-normalizer	`>=3.4.2,<4.0.0`	pyproject.toml
PyPI	tenacity	`==9.1.2`	pyproject.toml
PyPI	regex	`>=2025.9.18,<2026.0.0`	pyproject.toml
PyPI	requests-aws4auth	`>=1.3.1,<2.0.0`	pyproject.toml
PyPI	opensearch-py	`>=3.0.0,<4.0.0`	pyproject.toml
PyPI	openpyxl	`>=3.1.5,<4.0.0`	pyproject.toml
PyPI	pdfplumber	`>=0.11.8,<0.12.0`	pyproject.toml
PyPI	matplotlib	`>=3.10.7,<4.0.0`	pyproject.toml
PyPI	seaborn	`>=0.13.2,<0.14.0`	pyproject.toml
PyPI	pyyaml	`==6.0.1`	pyproject.toml
PyPI	e2b	`>=2.26.0,<3.0.0`	pyproject.toml
PyPI	tiktoken	`==0.12.0`	pyproject.toml
PyPI	neo4j	`>=6.0.3,<7.0.0`	pyproject.toml
PyPI	e2b-desktop	`>=2.2.0,<3.0.0`	pyproject.toml
PyPI	beautifulsoup4	`>=4.12.3,<4.13.0`	pyproject.toml
PyPI	markdown	`>=3.8.1,<4.0.0`	pyproject.toml
PyPI	inscriptis	`==2.5.0`	pyproject.toml
PyPI	stagehand	`>=0.4.0,<0.5.0`	pyproject.toml
PyPI	pyOpenSSL	`>=26.0.0,<27.0.0`	pyproject.toml
PyPI	steel-sdk	`==0.15.0`	pyproject.toml
PyPI	reportlab	`>=4.3.0,<4.4.0`	pyproject.toml
PyPI	daytona	`>=0.161.0,<0.162.0`	pyproject.toml

Todas las dependencias 398

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 64 paquetes directos y 334 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

Registro	Paquete	Versión	Relación
PyPI	beautifulsoup4	`4.12.3`	directa
PyPI	black	`26.5.1`	directa
PyPI	boto3	`1.34.162`	directa
PyPI	charset-normalizer	`3.4.6`	directa
PyPI	chromadb-client	`0.5.23`	directa
PyPI	databricks-sql-connector	`4.0.5`	directa
PyPI	datamodel-code-generator	`0.30.0`	directa
PyPI	daytona	`0.161.0`	directa
PyPI	e2b	`2.29.5`	directa
PyPI	e2b-code-interpreter	`2.0.0`	directa
PyPI	e2b-code-interpreter	`2.8.1`	directa
PyPI	e2b-desktop	`2.4.1`	directa
PyPI	elasticsearch	`8.12.1`	directa
PyPI	filetype	`1.2.0`	directa
PyPI	google-cloud-aiplatform	`1.158.0`	directa
PyPI	inscriptis	`2.5.0`	directa
PyPI	jinja2	`3.1.6`	directa
PyPI	jsonpath-ng	`1.6.1`	directa
PyPI	jsonpickle	`3.0.4`	directa
PyPI	litellm	`1.89.3`	directa
PyPI	litellm	`1.90.3`	directa
PyPI	lxml	`6.1.1`	directa
PyPI	markdown	`3.10.2`	directa
PyPI	matplotlib	`3.10.8`	directa
PyPI	mcp	`1.27.0`	directa
PyPI	more-itertools	`10.3.0`	directa
PyPI	mysql-connector-python	`9.1.0`	directa
PyPI	neo4j	`6.1.0`	directa
PyPI	numpy	`1.26.4`	directa
PyPI	omegaconf	`2.3.0`	directa
PyPI	openai	`2.24.0`	directa
PyPI	openpyxl	`3.1.5`	directa
PyPI	opensearch-py	`3.1.0`	directa
PyPI	orjson	`3.11.8`	directa
PyPI	pdf2image	`1.17.0`	directa
PyPI	pdfplumber	`0.11.9`	directa
PyPI	pgvector	`0.3.6`	directa
PyPI	pinecone-client	`3.2.2`	directa
PyPI	psycopg	`3.2.13`	directa
PyPI	pydantic	`2.12.5`	directa
PyPI	pymilvus	`2.5.18`	directa
PyPI	pyopenssl	`26.3.0`	directa
PyPI	pypdf	`6.14.1`	directa
PyPI	python-docx	`1.2.0`	directa
PyPI	python-pptx	`1.0.2`	directa
PyPI	pyyaml	`6.0.1`	directa
PyPI	qdrant-client	`1.11.3`	directa
PyPI	rapidfuzz	`3.11.0`	directa
PyPI	redis	`5.0.8`	directa
PyPI	regex	`2025.11.3`	directa
PyPI	reportlab	`4.3.1`	directa
PyPI	requests	`2.33.1`	directa
PyPI	requests-aws4auth	`1.3.1`	directa
PyPI	restrictedpython	`8.0`	directa
PyPI	rouge-score	`0.1.2`	directa
PyPI	sacrebleu	`2.5.1`	directa
PyPI	seaborn	`0.13.2`	directa
PyPI	snowflake-connector-python	`4.6.0`	directa
PyPI	stagehand	`0.4.1`	directa
PyPI	steel-sdk	`0.15.0`	directa
PyPI	tenacity	`9.1.2`	directa
PyPI	tiktoken	`0.12.0`	directa
PyPI	unstructured-client	`0.42.10`	directa
PyPI	weaviate-client	`4.20.4`	directa
PyPI	absl-py	`2.4.0`	indirecta
PyPI	accelerate	`1.13.0`	indirecta
PyPI	agentops	`0.3.26`	indirecta
PyPI	aiofiles	`24.1.0`	indirecta
PyPI	aiohappyeyeballs	`2.6.1`	indirecta
PyPI	aiohttp	`3.14.1`	indirecta
PyPI	aiohttp-retry	`2.9.1`	indirecta
PyPI	aiosignal	`1.4.0`	indirecta
PyPI	altair	`5.5.0`	indirecta
PyPI	annotated-types	`0.7.0`	indirecta
PyPI	anthropic	`0.97.0`	indirecta
PyPI	antlr4-python3-runtime	`4.9.3`	indirecta
PyPI	anyio	`4.12.1`	indirecta
PyPI	argcomplete	`3.6.3`	indirecta
PyPI	asn1crypto	`1.5.1`	indirecta
PyPI	async-timeout	`5.0.1`	indirecta
PyPI	asyncer	`0.0.17`	indirecta
PyPI	attrs	`26.1.0`	indirecta
PyPI	audioop-lts	`0.2.2`	indirecta
PyPI	authlib	`1.7.2`	indirecta
PyPI	babel	`2.18.0`	indirecta
PyPI	backoff	`2.2.1`	indirecta
PyPI	backports-asyncio-runner	`1.2.0`	indirecta
PyPI	bidict	`0.23.1`	indirecta
PyPI	blinker	`1.9.0`	indirecta
PyPI	botocore	`1.34.162`	indirecta
PyPI	bracex	`2.6`	indirecta
PyPI	brotli	`1.2.0`	indirecta
PyPI	brotlicffi	`1.2.0.1`	indirecta
PyPI	browserbase	`1.7.0`	indirecta
PyPI	cachetools	`5.5.2`	indirecta
PyPI	certifi	`2026.2.25`	indirecta
PyPI	cffi	`2.0.0`	indirecta
PyPI	cfgv	`3.5.0`	indirecta
PyPI	chainlit	`2.11.1`	indirecta
PyPI	chardet	`7.2.0`	indirecta
PyPI	chevron	`0.14.0`	indirecta
PyPI	click	`8.1.8`	indirecta
PyPI	colorama	`0.4.6`	indirecta
PyPI	contourpy	`1.3.2`	indirecta
PyPI	coverage	`7.3.4`	indirecta
PyPI	cryptography	`49.0.0`	indirecta
PyPI	cssselect2	`0.9.0`	indirecta
PyPI	cua-computer	`0.4.19`	indirecta
PyPI	cua-core	`0.1.18`	indirecta
PyPI	cuda-bindings	`13.2.0`	indirecta
PyPI	cuda-pathfinder	`1.4.3`	indirecta
PyPI	cuda-toolkit	`13.0.2`	indirecta
PyPI	cuid	`0.4`	indirecta
PyPI	cycler	`0.12.1`	indirecta
PyPI	dataclasses-json	`0.6.7`	indirecta
PyPI	daytona-api-client	`0.161.0`	indirecta
PyPI	daytona-api-client-async	`0.161.0`	indirecta
PyPI	daytona-toolbox-api-client	`0.161.0`	indirecta
PyPI	daytona-toolbox-api-client-async	`0.161.0`	indirecta
PyPI	deprecated	`1.3.1`	indirecta
PyPI	deprecation	`2.1.0`	indirecta
PyPI	distlib	`0.4.0`	indirecta
PyPI	distro	`1.9.0`	indirecta
PyPI	dockerfile-parse	`2.0.1`	indirecta
PyPI	docstring-parser	`0.17.0`	indirecta
PyPI	dynamiq	`—`	indirecta
PyPI	dynamiq	`0.58.1`	indirecta
PyPI	elastic-transport	`8.17.1`	indirecta
PyPI	et-xmlfile	`2.0.0`	indirecta
PyPI	events	`0.5`	indirecta
PyPI	exceptiongroup	`1.3.1`	indirecta
PyPI	execnet	`2.1.2`	indirecta
PyPI	fakeredis	`2.21.3`	indirecta
PyPI	fastapi	`—`	indirecta
PyPI	fastapi	`0.116.2`	indirecta
PyPI	fastuuid	`0.14.0`	indirecta
PyPI	filelock	`3.25.2`	indirecta
PyPI	fonttools	`4.62.1`	indirecta
PyPI	frozenlist	`1.8.0`	indirecta
PyPI	fsspec	`2026.2.0`	indirecta
PyPI	genson	`1.3.0`	indirecta
PyPI	ghp-import	`2.1.0`	indirecta
PyPI	gitdb	`4.0.12`	indirecta
PyPI	gitpython	`3.1.50`	indirecta
PyPI	google-api-core	`2.30.0`	indirecta
PyPI	google-auth	`2.55.0`	indirecta
PyPI	google-cloud-bigquery	`3.40.1`	indirecta
PyPI	google-cloud-core	`2.5.0`	indirecta
PyPI	google-cloud-resource-manager	`1.16.0`	indirecta
PyPI	google-cloud-storage	`3.12.0`	indirecta
PyPI	google-crc32c	`1.8.0`	indirecta
PyPI	google-genai	`2.9.0`	indirecta
PyPI	google-resumable-media	`2.8.0`	indirecta
PyPI	googleapis-common-protos	`1.73.0`	indirecta
PyPI	greenlet	`3.3.2`	indirecta
PyPI	griffe	`1.15.0`	indirecta
PyPI	grpc-google-iam-v1	`0.14.3`	indirecta
PyPI	grpcio	`1.78.0`	indirecta
PyPI	grpcio-status	`1.78.0`	indirecta
PyPI	grpcio-tools	`1.78.0`	indirecta
PyPI	h11	`0.16.0`	indirecta
PyPI	h2	`4.3.0`	indirecta
PyPI	hf-xet	`1.4.2`	indirecta
PyPI	hpack	`4.1.0`	indirecta
PyPI	httpcore	`1.0.9`	indirecta
PyPI	httptools	`0.7.1`	indirecta
PyPI	httpx	`0.28.1`	indirecta
PyPI	httpx-sse	`0.4.3`	indirecta
PyPI	huggingface-hub	`1.7.2`	indirecta
PyPI	hyperframe	`6.1.0`	indirecta
PyPI	identify	`2.6.18`	indirecta
PyPI	idna	`3.18`	indirecta
PyPI	importlib-metadata	`8.5.0`	indirecta
PyPI	inflect	`7.5.0`	indirecta
PyPI	inflection	`0.5.1`	indirecta
PyPI	iniconfig	`2.3.0`	indirecta
PyPI	isort	`6.1.0`	indirecta
PyPI	itsdangerous	`2.2.0`	indirecta
PyPI	jiter	`0.13.0`	indirecta
PyPI	jmespath	`1.1.0`	indirecta
PyPI	joblib	`1.5.3`	indirecta
PyPI	joserfc	`1.7.1`	indirecta
PyPI	jsonschema	`4.23.0`	indirecta
PyPI	jsonschema-specifications	`2025.9.1`	indirecta
PyPI	kiwisolver	`1.5.0`	indirecta
PyPI	langfuse	`2.60.10`	indirecta
PyPI	lazify	`0.4.0`	indirecta
PyPI	literalai	`0.1.201`	indirecta
PyPI	lz4	`4.4.5`	indirecta
PyPI	markdown-it-py	`4.0.0`	indirecta
PyPI	markupsafe	`3.0.3`	indirecta
PyPI	marshmallow	`3.26.2`	indirecta
PyPI	mdurl	`0.1.2`	indirecta
PyPI	mergedeep	`1.3.4`	indirecta
PyPI	milvus-lite	`2.5.1`	indirecta
PyPI	mkdocs	`1.6.1`	indirecta
PyPI	mkdocs-autorefs	`1.3.1`	indirecta
PyPI	mkdocs-get-deps	`0.2.2`	indirecta
PyPI	mkdocs-material	`9.5.50`	indirecta
PyPI	mkdocs-material-extensions	`1.3.1`	indirecta
PyPI	mkdocstrings	`0.25.2`	indirecta
PyPI	mkdocstrings-python	`1.10.9`	indirecta
PyPI	mpmath	`1.3.0`	indirecta
PyPI	mslex	`1.3.0`	indirecta
PyPI	multidict	`6.7.1`	indirecta
PyPI	mypy-extensions	`1.1.0`	indirecta
PyPI	narwhals	`2.18.0`	indirecta
PyPI	nest-asyncio	`1.6.0`	indirecta
PyPI	networkx	`3.4.2`	indirecta
PyPI	nltk	`3.9.4`	indirecta
PyPI	nodeenv	`1.10.0`	indirecta
PyPI	nvidia-cublas	`13.1.0.3`	indirecta
PyPI	nvidia-cuda-cupti	`13.0.85`	indirecta
PyPI	nvidia-cuda-nvrtc	`13.0.88`	indirecta
PyPI	nvidia-cuda-runtime	`13.0.96`	indirecta
PyPI	nvidia-cudnn-cu13	`9.19.0.56`	indirecta
PyPI	nvidia-cufft	`12.0.0.61`	indirecta
PyPI	nvidia-cufile	`1.15.1.6`	indirecta
PyPI	nvidia-curand	`10.4.0.35`	indirecta
PyPI	nvidia-cusolver	`12.0.4.66`	indirecta
PyPI	nvidia-cusparse	`12.6.3.3`	indirecta
PyPI	nvidia-cusparselt-cu13	`0.8.0`	indirecta
PyPI	nvidia-nccl-cu13	`2.28.9`	indirecta
PyPI	nvidia-nvjitlink	`13.0.88`	indirecta
PyPI	nvidia-nvshmem-cu13	`3.4.5`	indirecta
PyPI	nvidia-nvtx	`13.0.85`	indirecta
PyPI	oauthlib	`3.3.1`	indirecta
PyPI	obstore	`0.8.2`	indirecta
PyPI	opensearch-protobufs	`0.19.0`	indirecta
PyPI	opentelemetry-api	`1.39.1`	indirecta
PyPI	opentelemetry-exporter-otlp-proto-common	`1.39.1`	indirecta
PyPI	opentelemetry-exporter-otlp-proto-grpc	`1.39.1`	indirecta
PyPI	opentelemetry-exporter-otlp-proto-http	`1.39.1`	indirecta
PyPI	opentelemetry-instrumentation	`0.60b1`	indirecta
PyPI	opentelemetry-instrumentation-agno	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-aiohttp-client	`0.60b1`	indirecta
PyPI	opentelemetry-instrumentation-alephalpha	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-anthropic	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-bedrock	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-chromadb	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-cohere	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-crewai	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-google-generativeai	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-groq	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-haystack	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-lancedb	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-langchain	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-llamaindex	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-logging	`0.60b1`	indirecta
PyPI	opentelemetry-instrumentation-marqo	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-mcp	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-milvus	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-mistralai	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-ollama	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-openai	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-openai-agents	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-pinecone	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-qdrant	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-redis	`0.60b1`	indirecta
PyPI	opentelemetry-instrumentation-replicate	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-requests	`0.60b1`	indirecta
PyPI	opentelemetry-instrumentation-sagemaker	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-sqlalchemy	`0.60b1`	indirecta
PyPI	opentelemetry-instrumentation-threading	`0.60b1`	indirecta
PyPI	opentelemetry-instrumentation-together	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-transformers	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-urllib3	`0.60b1`	indirecta
PyPI	opentelemetry-instrumentation-vertexai	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-voyageai	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-watsonx	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-weaviate	`0.53.3`	indirecta
PyPI	opentelemetry-instrumentation-writer	`0.53.3`	indirecta
PyPI	opentelemetry-proto	`1.39.1`	indirecta
PyPI	opentelemetry-sdk	`1.39.1`	indirecta
PyPI	opentelemetry-semantic-conventions	`0.60b1`	indirecta
PyPI	opentelemetry-semantic-conventions-ai	`0.4.16`	indirecta
PyPI	opentelemetry-util-http	`0.60b1`	indirecta
PyPI	outcome	`1.3.0.post0`	indirecta
PyPI	overrides	`7.7.0`	indirecta
PyPI	packaging	`24.2`	indirecta
PyPI	paginate	`0.5.7`	indirecta
PyPI	pandas	`2.2.3`	indirecta
PyPI	pathspec	`1.0.4`	indirecta
PyPI	pdfminer-six	`20251230`	indirecta
PyPI	peft	`0.13.2`	indirecta
PyPI	pillow	`12.2.0`	indirecta
PyPI	platformdirs	`4.9.4`	indirecta
PyPI	playwright	`1.58.0`	indirecta
PyPI	pluggy	`1.6.0`	indirecta
PyPI	ply	`3.11`	indirecta
PyPI	portalocker	`2.10.1`	indirecta
PyPI	posthog	`7.9.12`	indirecta
PyPI	pre-commit	`3.7.1`	indirecta
PyPI	propcache	`0.4.1`	indirecta
PyPI	proto-plus	`1.27.1`	indirecta
PyPI	protobuf	`6.33.6`	indirecta
PyPI	psutil	`6.0.0`	indirecta
PyPI	psycopg-binary	`3.2.13`	indirecta
PyPI	pyarrow	`23.0.1`	indirecta
PyPI	pyasn1	`0.6.3`	indirecta
PyPI	pyasn1-modules	`0.4.2`	indirecta
PyPI	pycparser	`3.0`	indirecta
PyPI	pydantic-core	`2.41.5`	indirecta
PyPI	pydantic-monty	`0.0.16`	indirecta
PyPI	pydantic-settings	`2.14.2`	indirecta
PyPI	pydeck	`0.9.1`	indirecta
PyPI	pydyf	`0.12.1`	indirecta
PyPI	pyee	`13.0.1`	indirecta
PyPI	pygments	`2.20.0`	indirecta
PyPI	pygraphviz	`1.14`	indirecta
PyPI	pyjwt	`2.13.0`	indirecta
PyPI	pymdown-extensions	`10.21.3`	indirecta
PyPI	pyparsing	`3.3.2`	indirecta
PyPI	pypdfium2	`5.6.0`	indirecta
PyPI	pyphen	`0.17.2`	indirecta
PyPI	pysocks	`1.7.1`	indirecta
PyPI	pytest	`9.0.3`	indirecta
PyPI	pytest-asyncio	`1.3.0`	indirecta
PyPI	pytest-mock	`3.14.1`	indirecta
PyPI	pytest-rerunfailures	`16.1`	indirecta
PyPI	pytest-timeout	`2.4.0`	indirecta
PyPI	pytest-xdist	`3.8.0`	indirecta
PyPI	python-dateutil	`2.9.0.post0`	indirecta
PyPI	python-discovery	`1.2.0`	indirecta
PyPI	python-dotenv	`—`	indirecta
PyPI	python-dotenv	`1.2.2`	indirecta
PyPI	python-engineio	`4.13.1`	indirecta
PyPI	python-multipart	`0.0.32`	indirecta
PyPI	python-socketio	`5.16.1`	indirecta
PyPI	pytokens	`0.4.1`	indirecta
PyPI	pytz	`2026.1.post1`	indirecta
PyPI	pywin32	`311`	indirecta
PyPI	pyyaml-env-tag	`1.1`	indirecta
PyPI	referencing	`0.37.0`	indirecta
PyPI	requests-mock	`1.12.1`	indirecta
PyPI	requests-toolbelt	`1.0.0`	indirecta
PyPI	rich	`14.3.3`	indirecta
PyPI	rpds-py	`0.30.0`	indirecta
PyPI	s3transfer	`0.10.4`	indirecta
PyPI	safetensors	`0.7.0`	indirecta
PyPI	selenium	`4.21.0`	indirecta
PyPI	setuptools	`78.1.1`	indirecta
PyPI	shellingham	`1.5.4`	indirecta
PyPI	simple-websocket	`1.1.0`	indirecta
PyPI	six	`1.17.0`	indirecta
PyPI	smmap	`5.0.3`	indirecta
PyPI	sniffio	`1.3.1`	indirecta
PyPI	sortedcontainers	`2.4.0`	indirecta
PyPI	soupsieve	`2.8.3`	indirecta
PyPI	sse-starlette	`2.1.3`	indirecta
PyPI	starlette	`0.48.0`	indirecta
PyPI	streamlit	`1.57.0`	indirecta
PyPI	streamlit-date-picker	`0.0.5`	indirecta
PyPI	streamlit-image-select	`0.6.0`	indirecta
PyPI	streamlit-pdf-viewer	`0.0.28`	indirecta
PyPI	sympy	`1.13.3`	indirecta
PyPI	syncer	`2.0.3`	indirecta
PyPI	tabulate	`0.10.0`	indirecta
PyPI	termcolor	`2.4.0`	indirecta
PyPI	thrift	`0.20.0`	indirecta
PyPI	tinycss2	`1.5.1`	indirecta
PyPI	tinyhtml5	`2.1.0`	indirecta
PyPI	tokenizers	`0.22.2`	indirecta
PyPI	toml	`0.10.2`	indirecta
PyPI	tomli	`2.4.0`	indirecta
PyPI	tomlkit	`0.14.0`	indirecta
PyPI	torch	`2.11.0`	indirecta
PyPI	tqdm	`4.66.6`	indirecta
PyPI	traceloop-sdk	`0.53.3`	indirecta
PyPI	transformers	`5.3.0`	indirecta
PyPI	trio	`0.33.0`	indirecta
PyPI	trio-websocket	`0.12.2`	indirecta
PyPI	triton	`3.6.0`	indirecta
PyPI	typeguard	`4.5.1`	indirecta
PyPI	typer	`0.12.5`	indirecta
PyPI	typing-extensions	`4.15.0`	indirecta
PyPI	typing-inspect	`0.9.0`	indirecta
PyPI	typing-inspection	`0.4.2`	indirecta
PyPI	tzdata	`2025.3`	indirecta
PyPI	ujson	`5.13.0`	indirecta
PyPI	urllib3	`2.7.0`	indirecta
PyPI	uvicorn	`—`	indirecta
PyPI	uvicorn	`0.35.0`	indirecta
PyPI	validators	`0.35.0`	indirecta
PyPI	virtualenv	`21.2.0`	indirecta
PyPI	watchdog	`6.0.0`	indirecta
PyPI	watchfiles	`1.1.1`	indirecta
PyPI	wcmatch	`10.1`	indirecta
PyPI	weasyprint	`68.1`	indirecta
PyPI	webencodings	`0.5.1`	indirecta
PyPI	websocket-client	`1.9.0`	indirecta
PyPI	websockets	`15.0.1`	indirecta
PyPI	wrapt	`1.17.3`	indirecta
PyPI	wsproto	`1.3.2`	indirecta
PyPI	xlsxwriter	`3.2.9`	indirecta
PyPI	yarl	`1.23.0`	indirecta
PyPI	zipp	`3.23.0`	indirecta
PyPI	zopfli	`0.4.1`	indirecta

Informe JSON sin procesar legible por máquina

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        {
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                "detail": "19 contributors",
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                  {
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
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            ]
          },
          {
            "key": "responsiveness",
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            "notes": [],
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                "key": "issue_resolution",
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                "detail": "78% of issues closed",
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                "max_points": 46.75
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                "key": "pr_acceptance",
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                "key": "openssf_scorecard_code_review",
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            ]
          },
          {
            "key": "stewardship",
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              "followers": 65,
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                "key": "ownership_backing",
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                "details": [
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                "max_points": 30
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              {
                "key": "verified_domain",
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "65 followers of dynamiq-ai",
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                ],
                "max_points": 25
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              {
                "key": "track_record",
                "name": "Track record",
                "detail": "6 public repos, account ~2 yr old",
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                  {
                    "code": "public_repos",
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                    "code": "account_age_years",
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          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
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              "ecosystems": "pypi",
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                "key": "published_resolvable",
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                "key": "publish_recency",
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                "max_points": 35
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                "key": "version_history",
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                "key": "not_deprecated",
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                "details": [
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        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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                "key": "ci_workflows",
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                "max_points": 24
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              {
                "key": "tests_present",
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              {
                "key": "linter_config",
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              {
                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
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            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
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              "has_wiki": false,
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              "has_docs_dir": true,
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            "components": [
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                "key": "readme",
                "name": "README",
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                "points": 30,
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                "max_points": 30
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
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              {
                "key": "documentation_homepage_site",
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              {
                "key": "repository_description",
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                "points": 10,
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              {
                "key": "topics",
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                "detail": "7 topics",
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                "details": [
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                "max_points": 10
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              {
                "key": "wiki",
                "name": "Wiki",
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                "points": 0,
                "status": "missed",
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 61,
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            "components": [
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                "key": "binary_artifacts",
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                "points": 7.5,
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                "details": [],
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              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
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              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
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                "status": "met",
                "details": [],
                "max_points": 2.5
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
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              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 2.5,
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                "details": [],
                "max_points": 2.5
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              {
                "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
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              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                ],
                "max_points": 5
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              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 7.5
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              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
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              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "29 existing vulnerabilities detected",
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                "status": "missed",
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            ]
          },
          {
            "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": {}
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            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
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              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 4
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            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "jurisdiction_no_match",
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 69,
        "weight": 0,
        "metrics": [
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            "key": "ai_agent_context",
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            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
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                "code": "excluded_no_data",
                "params": {
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
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              "agent_instruction_max_bytes": 4430
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            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "docs/tutorials/agents.md",
                "points": 45,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                ],
                "max_points": 45
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              {
                "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",
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                "points": 0,
                "status": "excluded",
                "details": [
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
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            "notes": [
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                "code": "excluded_no_data",
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              {
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            "value": 74,
            "inputs": {
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            "components": [
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                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
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                ],
                "max_points": 10
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                "key": "automated_maintenance",
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                "max_points": 8
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                "key": "openssf_scorecard_pinned_dependencies",
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                "key": "type_checkable_code",
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                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "5/1048 source files over 60KB",
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                "status": "partial",
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          },
          {
            "key": "ai_interfaces",
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              "has_mcp_signal": true,
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            "components": [
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                "key": "api_schema_openapi_graphql_proto",
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                "points": 0,
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              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-18T00:08:24.785827Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dynamiq-ai/dynamiq.svg",
  "full_name": "dynamiq-ai/dynamiq",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.12.0 — metodología completa · wiki de métricas.

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

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