Registro público
Informe de salud del softwareesquema 0.34.0 · métricas 2.10.0 · 2026-09-13 23:17 UTC

sayak-sarkar / contextlake

A local context layer for AI tools: mirror your repositories, index them into a knowledge graph, and serve it over MCP so agents answer from real source instead of guessing.

Python · HTMLMIT★ 2 estrellas⑂ 1 forkdesde jun 2026Ver en GitHub ↗
TipoHerramienta de línea de comandosBibliotecacómo se determina
#ai#cli#code-search#context#gitlab#knowledge-graph#mcp#developer-tools#git#offline-first#python#semantic-search

sayak-sarkar/contextlake tiene un índice de salud de 75 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Engineering Quality (95/100) y la más baja, Sustainability & Governance (43/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

75
global / 100
Bueno

Índice de salud del software

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

75
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.

El resultado global ponderado 65 se calibra a 75 en la escala publicada del índice (calibración del registro 2026-08-02).

Titularidad

Sayak SarkarCuenta personal
101 seguidores108 repositorios públicosdesde feb 2012Accelya Inc.

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

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
PyPIcontextlake9.2.1-158hace 6 díascontextknowledge-graphmcpaicode-searchgitlabgitmirrorcliglabworkspaceoffline-firstsemantic-searchdeveloper-tools

Métricas por categoría

Vitalidad

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

83Excelente · 21% del índice global

Actividad de desarrollo

78Bueno
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
23.5/36Cadencia de commits — 34/52 semanas con commits
18/18Volumen de commits — 1355 commits en el último año
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Datos de entrada utilizados
commits_last_year1355
human_commit_share1
days_since_last_push0
active_weeks_last_year34

Disciplina de publicación

90Excelente
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 6 días
27/27Cadencia de publicación — una versión cada ~0,9 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count100
latest_release_tagv9.2.1
releases_from_tagsno
days_since_latest_release6
mean_days_between_releases0,9

Comunidad y Adopción

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

43Débil · 17% del índice global

Popularidad y adopción

1Crítico
Cómo se puntúa
0/60Estrellas — 2 estrellas
0/25Forks — 1 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks1
stars2
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Salud de la comunidad

92Excelente
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
18/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readmesí
has_licensesí
readme_badges5
has_contributingsí
has_issue_templateno
has_code_of_conductsí
readme_badge_servicesgithub.com, shields.io
has_pull_request_templatesí

Sostenibilidad y Gobernanza

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

43Débil · 23% del índice global

Resiliencia de mantenedores (factor bus)

20En riesgo
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
0/22.5Distribución de commits — el principal contribuyente firma el 100% de los commits
1.4/13.5Amplitud de contribuyentes — 1 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 18 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled1
top_contributor_share1

Capacidad de respuesta a issues y PR

7Crítico
Cómo se puntúa
0/42Resolución de issues — sin issues o sin datos
3.3/30Aceptación de PR — 1/9 PR decididos fusionados
0/13Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs1
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio—
closed_unmerged_prs8
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues, Newcomer PR acceptance. Los pesos restantes se han renormalizado.

Propiedad y custodia

62Moderado
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
14.4/25Alcance del propietario — 101 seguidores de sayak-sarkar
25/25Trayectoria — 108 repos públicos, cuenta de ~14 años
Datos de entrada utilizados
followers101
owner_typeUser
is_verified—
owner_loginsayak-sarkar
public_repos108
account_age_days5331
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.

Mantenimiento de paquetes

100Excepcional
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 6 días
20/20Historial de versiones — 158 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagescontextlake
ecosystemspypi
any_deprecatedno
min_days_since_publish6

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

95Excepcional · 19% del índice global

Prácticas de ingeniería

92Excelente
Cómo se puntúa
24/24Flujos de trabajo de CI — 5 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — pyproject.toml ([tool.ruff])
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — sin datos
Datos de entrada utilizados
has_cisí
has_testssí
has_editorconfigno
has_linter_configsí
has_precommit_configsí
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: CI-Tests. Los pesos restantes se han renormalizado.

Documentación

100Excepcional
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — http://sayak.in/contextlake/
10/10Descripción del repositorio
10/10Topics — 12 topics
10/10Wiki
Datos de entrada utilizados
topicsai, cli, code-search, context, gitlab, knowledge-graph, mcp, developer-tools, git, offline-first, python, semantic-search
has_wikisí
homepagehttp://sayak.in/contextlake/
docs_sitehttp://sayak.in/contextlake/
has_readmesí
has_docs_dirsí
has_descriptionsí

Seguridad

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

62Moderado · 16% del índice global

Postura de seguridad

53Moderado
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — sin datos
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 18 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
2/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
5/5SAST — SAST tool detected: CodeQL
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,3
Excluidos de la puntuación (sin datos o no aplicable): CI-Tests. Los pesos restantes se han renormalizado.

Avisos de dependencias

100Excepcional
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
25/25Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories0
affected_packages0
assessed_packages1
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:contextlake@9.2.1 —lo que arrastra la instalación del paquete publicado—: 1 paquetes. No se analiza la alcanzabilidad.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.

67Bueno · 4% del índice global

Contexto y guía para agentes

55Moderado
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
15/15Documentación legible por máquinas (llms.txt) — llms.txt presente
40/40Historial de commits legible — 100 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtsí
llms_txt_url—
legible_history_share1
agent_instruction_files—
agent_instruction_max_bytes—

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

70Bueno
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — pyproject.toml ([tool.ruff])
0/11Verificación estática de tipos
10/10Entorno reproducible — Dockerfile
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
5/8Mantenimiento automatizado — automatización de dependencias configurada, no observada en los commits muestreados
4/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
Datos de entrada utilizados
has_nixno
has_testssí
lockfiles—
has_dockerfilesí
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configsí
typecheck_configs—
agent_commit_share0
toolchain_manifeststests/kb/fixtures/fuzz/manifest_csproj_repeated_prefix.csproj
dependency_bot_commit_share0

Legibilidad del código para modelos

53Moderado
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
52.7/55Tamaños de archivo manejables — 21/502 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes3.565.023
source_files_sampled502
oversized_source_files21

Interfaces legibles por máquina

100Excepcional
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto) — no aplicable a este tipo de software
0/20Servidor MCP — no aplicable a este tipo de software
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalno
api_schema_files—
interfaces_expected_of—
Excluidos de la puntuación (sin datos o no aplicable): Esquema de API (OpenAPI/GraphQL/proto), Servidor MCP. Los pesos restantes se han renormalizado.

Datos clave

2estrellas de GitHub
1contribuidores
1355commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
1factor bus
0issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi download statistics for 'contextlake' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced

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 · 2026-09-13 23:17 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/dCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 18 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
4Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 4
10SASTSAST tool detected: CodeQL
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Dependencias directas 1
RegistroPaqueteRestricción de versiónManifiesto
PyPIargcomplete>=3.0pyproject.toml
Todas las dependencias 550

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 1 paquetes directos y 549 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIargcomplete—directa
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NuGetPkg1001.0.100indirecta
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Avisos de dependencias 0

Instalar pypi:contextlake@9.2.1 arrastra 1 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.

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