Registro público
Informe de salud del softwareesquema 0.15.0 · métricas 1.13.0 · 2026-07-19 21:18 UTC

qualixar / superlocalmemory

World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588

PythonAGPL-3.0★ 197 estrellas⑂ 31 forksdesde feb 2026Ver en GitHub ↗

qualixar/superlocalmemory tiene un índice de salud de 66 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (87/100) y la más baja, Security (40/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

66
global / 100
Moderado

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.

66
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

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

Titularidad

QualixarOrganización
14 seguidores17 repositorios públicosdesde mar 2026

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

Ecosistemas de paquetes

Métricas por categoría

Vitalidad

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

87Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
15.9/36Cadencia de commits — 23/52 semanas con commits
18/18Volumen de commits — 877 commits en el último año
0/10OpenSSF Scorecard: Maintained — sin datos
Datos de entrada utilizados
commits_last_year877
human_commit_share
days_since_last_push0
active_weeks_last_year23
Cómo se puntúa
27/27Publica versiones — 23 versiones publicadas
36/36Recencia de las versiones — última versión hace 0 días
27/27Cadencia de publicación — una versión cada ~2,1 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count23
latest_release_tagv3.7.7
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases2,1

Comunidad y Adopción

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

63Moderado · 18% del índice global
Cómo se puntúa
37.2/60Estrellas — 197 estrellas
12.3/25Forks — 31 forks
4.3/15Observadores — 7 observadores
Datos de entrada utilizados
forks31
stars197
watchers7
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (AGPL-3.0)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
Cómo se puntúa
52.9/80Descargas mensuales — 9312 descargas/mes en npm, pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagessuperlocalmemory, superlocalmemory
dependents
ecosystemsnpm, pypi
total_downloads
monthly_downloads9312
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?

58Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
0.5/22.5Distribución de commits — el principal contribuyente firma el 98% de los commits
8.1/13.5Amplitud de contribuyentes — 6 contribuyentes
0/10OpenSSF Scorecard: Contributors — sin datos
Datos de entrada utilizados
bus_factor1
contributors_sampled6
top_contributor_share0,978
Cómo se puntúa
46.8/46.8Resolución de issues — 100% de issues cerradas
20.3/38.3Aceptación de PR — 17/32 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — sin datos
Datos de entrada utilizados
merged_prs17
open_issues0
closed_issues40
issue_closed_ratio1
closed_unmerged_prs15
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
8.5/25Alcance del propietario — 14 seguidores de qualixar
9.9/25Trayectoria — 17 repos públicos, cuenta de ~0 años
Datos de entrada utilizados
followers14
owner_typeOrganization
is_verified
owner_loginqualixar
public_repos17
account_age_days139
Cómo se puntúa
25/25Publicado y resoluble — 2 paquete(s) en npm, pypi
35/35Recencia de publicación — última publicación hace 0 días
20/20Historial de versiones — 194 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagessuperlocalmemory, superlocalmemory
ecosystemsnpm, pypi
any_deprecatedno
min_days_since_publish0

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

76Bueno · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 4 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — sin datos
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentación

100Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://arxiv.org/abs/2603.14588
10/10Descripción del repositorio
10/10Topics — 15 topics
10/10Wiki
Datos de entrada utilizados
topicsknowledge-graph, local-first, agent-memory, agent-reliability, ai-agents, claude-code, cursor, llm-memory, mcp, mcp-server, persistent-memory, qualixar, semantic-search, vector-search, windsurf
has_wiki
homepagehttps://arxiv.org/abs/2603.14588
has_readme
has_docs_dir
has_description

Seguridad

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

40En riesgo · 16% del índice global
Cómo se puntúa
30/30Política de seguridad (SECURITY.md)
0/25Configuración de Dependabot
0/25Lockfiles de dependencias — biblioteca publicada — los lockfiles son cosa de las aplicaciones, no se esperan aquí
0/20Flujo de trabajo de CodeQL
Datos de entrada utilizados
sourcefile_signals
lockfilespackage-lock.json, uv.lock
manifestspackage.json, plugin-src/requirements.txt, plugin/requirements.txt, pyproject.toml
has_codeql_workflowno
has_security_policy
has_dependabot_configno
Excluidos de la puntuación (sin datos o no aplicable): Lockfiles de dependencias. 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.

67Moderado · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — AGENTS.md, plugin-src/rules/AGENTS.md
0/15Documentación legible por máquinas (llms.txt)
0/40Historial de commits legible — sin datos
Datos de entrada utilizados
has_llms_txtno
legible_history_share
agent_instruction_filesAGENTS.md, plugin-src/rules/AGENTS.md
agent_instruction_max_bytes6741
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
0/11Configuración de lint / formato
0/11Verificación estática de tipos
10/10Entorno reproducible — lockfile
0/10Práctica demostrada con agentes — sin datos
0/8Mantenimiento automatizado — sin datos
0/10OpenSSF Scorecard: Pinned-Dependencies — sin datos
Datos de entrada utilizados
has_nixno
has_tests
lockfilespackage-lock.json, uv.lock
has_dockerfileno
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configno
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.
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
54.7/55Tamaños de archivo manejables — 6/1159 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes140.475
source_files_sampled1159
oversized_source_files6
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
20/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signal
api_schema_files

Datos clave

197estrellas de GitHub
6contribuidores
877commits en los últimos 12 meses
0días desde el último push
23versiones publicadas
1factor bus
0issues abiertas
npm, PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks

Más detalle

Dependencias directas 36
RegistroPaqueteRestricción de versiónManifiesto
npmdocx^9.5.1package.json
PyPIhttpx==0.28.1pyproject.toml
PyPInumpy==2.4.4pyproject.toml
PyPIscipy==1.17.1pyproject.toml
PyPInetworkx==3.6.1pyproject.toml
PyPImcp==1.28.1pyproject.toml
PyPIpython-dateutil==2.9.0.post0pyproject.toml
PyPIrank-bm25==0.2.2pyproject.toml
PyPIvadersentiment==3.3.2pyproject.toml
PyPIeinops==0.8.2pyproject.toml
PyPIfastapi==0.139.2pyproject.toml
PyPIuvicorn==0.46.0pyproject.toml
PyPIwebsockets==16.0pyproject.toml
PyPIzeroconf>=0.140pyproject.toml
PyPIlightgbm==4.6.0pyproject.toml
PyPIorjson==3.11.9pyproject.toml
PyPItomli-w==1.2.0pyproject.toml
PyPItree-sitter==0.25.2pyproject.toml
PyPItree-sitter-language-pack==0.13.0pyproject.toml
PyPIrustworkx==0.17.1pyproject.toml
PyPIwatchdog==5.0.3pyproject.toml
PyPIpsutil==7.2.2pyproject.toml
PyPIstructlog==25.5.0pyproject.toml
PyPIportalocker==3.2.0pyproject.toml
PyPIcryptography==48.0.1pyproject.toml
PyPIsentence-transformers==5.3.0pyproject.toml
PyPIoptimum==2.1.0pyproject.toml
PyPIonnxruntime==1.24.4pyproject.toml
PyPItransformers==5.5.4pyproject.toml
PyPIhuggingface_hub==1.5.0pyproject.toml
PyPItorch==2.11.0pyproject.toml
PyPIscikit-learn==1.8.0pyproject.toml
PyPIsqlite-vec==0.1.9pyproject.toml
PyPIlancedb==0.30.2pyproject.toml
PyPIpycozo==0.3.0pyproject.toml
PyPIllmlingua==0.2.2pyproject.toml
Todas las dependencias 267

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 42 paquetes directos y 225 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
npmdocx9.5.1directa
PyPIcryptography45.0.2directa
PyPIcryptography48.0.1directa
PyPIeinops0.8.2directa
PyPIfastapi0.136.1directa
PyPIfastapi0.139.2directa
PyPIhttpx0.28.1directa
PyPIhuggingface-hub0.36.2directa
PyPIhuggingface-hub1.5.0directa
PyPIlancedb0.30.2directa
PyPIlightgbm4.6.0directa
PyPIllmlingua0.2.2directa
PyPImcp1.27.1directa
PyPImcp1.28.1directa
PyPInetworkx3.6.1directa
PyPInumpy2.4.4directa
PyPIonnxruntime1.24.4directa
PyPIoptimum2.1.0directa
PyPIorjson3.11.9directa
PyPIportalocker3.2.0directa
PyPIpsutil7.2.2directa
PyPIpycozo0.3.0directa
PyPIpython-dateutil2.9.0.post0directa
PyPIrank-bm250.2.2directa
PyPIrustworkx0.17.1directa
PyPIscikit-learn1.8.0directa
PyPIscipy1.17.1directa
PyPIsentence-transformers5.3.0directa
PyPIsqlite-vec0.1.9directa
PyPIstructlog25.5.0directa
PyPItomli-w1.2.0directa
PyPItorch2.11.0directa
PyPItransformers4.57.6directa
PyPItransformers5.5.4directa
PyPItree-sitter0.25.2directa
PyPItree-sitter-language-pack0.13.0directa
PyPIuvicorn0.46.0directa
PyPIvadersentiment3.3.2directa
PyPIwatchdog5.0.3directa
PyPIwebsockets16.0directa
PyPIzeroconfdirecta
PyPIzeroconf0.149.16directa
npm@asamuzakjp/css-color5.1.11indirecta
npm@asamuzakjp/dom-selector7.1.1indirecta
npm@asamuzakjp/generational-cache1.0.1indirecta
npm@asamuzakjp/nwsapi2.3.9indirecta
npm@bramus/specificity2.4.2indirecta
npm@csstools/color-helpers6.0.2indirecta
npm@csstools/css-calc3.2.1indirecta
npm@csstools/css-color-parser4.1.7indirecta
npm@csstools/css-parser-algorithms4.0.0indirecta
npm@csstools/css-syntax-patches-for-csstree1.1.5indirecta
npm@csstools/css-tokenizer4.0.0indirecta
npm@exodus/bytes1.15.1indirecta
npm@types/node24.10.13indirecta
npmbidi-js1.0.3indirecta
npmcore-util-is1.0.3indirecta
npmcss-tree3.2.1indirecta
npmdata-urls7.0.0indirecta
npmdecimal.js10.6.0indirecta
npmentities8.0.0indirecta
npmhash.js1.1.7indirecta
npmhtml-encoding-sniffer6.0.0indirecta
npmimmediate3.0.6indirecta
npminherits2.0.4indirecta
npmis-potential-custom-element-name1.0.1indirecta
npmisarray1.0.0indirecta
npmjsdom29.1.1indirecta
npmjszip3.10.1indirecta
npmlie3.3.0indirecta
npmlru-cache11.5.1indirecta
npmmdn-data2.27.1indirecta
npmminimalistic-assert1.0.1indirecta
npmnanoid5.1.6indirecta
npmpako1.0.11indirecta
npmparse58.0.1indirecta
npmprocess-nextick-args2.0.1indirecta
npmpunycode2.3.1indirecta
npmreadable-stream2.3.8indirecta
npmrequire-from-string2.0.2indirecta
npmsafe-buffer5.1.2indirecta
npmsax1.4.4indirecta
npmsaxes6.0.0indirecta
npmsetimmediate1.0.5indirecta
npmsource-map-js1.2.1indirecta
npmstring_decoder1.1.1indirecta
npmsymbol-tree3.2.4indirecta
npmtldts7.4.3indirecta
npmtldts-core7.4.3indirecta
npmtough-cookie6.0.1indirecta
npmtr466.0.0indirecta
npmundici7.28.0indirecta
npmundici-types7.16.0indirecta
npmutil-deprecate1.0.2indirecta
npmw3c-xmlserializer5.0.0indirecta
npmwebidl-conversions8.0.1indirecta
npmwhatwg-mimetype5.0.0indirecta
npmwhatwg-url16.0.1indirecta
npmxml1.0.1indirecta
npmxml-js1.6.11indirecta
npmxml-name-validator5.0.0indirecta
npmxmlchars2.2.0indirecta
PyPIaccelerate1.14.0indirecta
PyPIannotated-doc0.0.4indirecta
PyPIannotated-types0.7.0indirecta
PyPIanyio4.13.0indirecta
PyPIattrs26.1.0indirecta
PyPIbackports-tarfile1.2.0indirecta
PyPIbuildindirecta
PyPIbuild1.5.0indirecta
PyPIcertifi2026.4.22indirecta
PyPIcffi2.0.0indirecta
PyPIcharset-normalizer3.4.7indirecta
PyPIclick8.4.0indirecta
PyPIcolorama0.4.6indirecta
PyPIcoverage7.14.0indirecta
PyPIcozo-embedded0.3.0indirecta
PyPIcuda-bindings13.2.0indirecta
PyPIcuda-pathfinder1.5.4indirecta
PyPIcuda-toolkit13.0.2indirecta
PyPIdeprecation2.1.0indirecta
PyPIdnspython2.8.0indirecta
PyPIdocutils0.22.4indirecta
PyPIemail-validator2.3.0indirecta
PyPIfastapi-cli0.0.24indirecta
PyPIfastapi-cloud-cli0.17.1indirecta
PyPIfastar0.11.0indirecta
PyPIfilelock3.29.0indirecta
PyPIflatbuffers25.12.19indirecta
PyPIfsspec2026.4.0indirecta
PyPIgeooptindirecta
PyPIgeoopt0.5.1indirecta
PyPIgoogle-api-core2.30.3indirecta
PyPIgoogle-api-python-clientindirecta
PyPIgoogle-api-python-client2.196.0indirecta
PyPIgoogle-auth2.53.0indirecta
PyPIgoogle-auth-httplib20.4.0indirecta
PyPIgoogle-auth-oauthlibindirecta
PyPIgoogle-auth-oauthlib1.4.0indirecta
PyPIgoogleapis-common-protos1.75.0indirecta
PyPIh110.16.0indirecta
PyPIhf-xet1.5.0indirecta
PyPIhttpcore1.0.9indirecta
PyPIhttpcore22.5.0indirecta
PyPIhttplib20.31.2indirecta
PyPIhttptools0.7.1indirecta
PyPIhttpx-sse0.4.3indirecta
PyPIhttpx22.5.0indirecta
PyPIicalendarindirecta
PyPIicalendar7.1.1indirecta
PyPIid1.6.1indirecta
PyPIidna3.18indirecta
PyPIifaddr0.2.0indirecta
PyPIimportlib-metadata9.0.0indirecta
PyPIiniconfig2.3.0indirecta
PyPIitsdangerous2.2.0indirecta
PyPIjaraco-classes3.4.0indirecta
PyPIjaraco-context6.1.2indirecta
PyPIjaraco-functools4.5.0indirecta
PyPIjeepney0.9.0indirecta
PyPIjinja23.1.6indirecta
PyPIjoblib1.5.3indirecta
PyPIjsonschema4.26.0indirecta
PyPIjsonschema-specifications2025.9.1indirecta
PyPIkeyringindirecta
PyPIkeyring25.7.0indirecta
PyPIlance-namespace0.9.0indirecta
PyPIlance-namespace-urllib3-client0.9.0indirecta
PyPIlangchain-coreindirecta
PyPIllama-index-coreindirecta
PyPImarkdown-it-py4.2.0indirecta
PyPImarkupsafe3.0.3indirecta
PyPImdurl0.1.2indirecta
PyPImore-itertools11.0.2indirecta
PyPImpmath1.3.0indirecta
PyPInh30.3.5indirecta
PyPInltk3.9.4indirecta
PyPInvidia-cublas13.1.0.3indirecta
PyPInvidia-cuda-cupti13.0.85indirecta
PyPInvidia-cuda-nvrtc13.0.88indirecta
PyPInvidia-cuda-runtime13.0.96indirecta
PyPInvidia-cudnn-cu139.19.0.56indirecta
PyPInvidia-cufft12.0.0.61indirecta
PyPInvidia-cufile1.15.1.6indirecta
PyPInvidia-curand10.4.0.35indirecta
PyPInvidia-cusolver12.0.4.66indirecta
PyPInvidia-cusparse12.6.3.3indirecta
PyPInvidia-cusparselt-cu130.8.0indirecta
PyPInvidia-nccl-cu132.28.9indirecta
PyPInvidia-nvjitlink13.0.88indirecta
PyPInvidia-nvshmem-cu133.4.5indirecta
PyPInvidia-nvtx13.0.85indirecta
PyPIoauthlib3.3.1indirecta
PyPIoverrides7.7.0indirecta
PyPIpackaging26.2indirecta
PyPIpluggy1.6.0indirecta
PyPIproto-plus1.28.0indirecta
PyPIprotobuf7.34.1indirecta
PyPIpyarrow25.0.0indirecta
PyPIpyasn10.6.3indirecta
PyPIpyasn1-modules0.4.2indirecta
PyPIpycparser3.0indirecta
PyPIpydantic2.13.4indirecta
PyPIpydantic-core2.46.4indirecta
PyPIpydantic-extra-types2.11.1indirecta
PyPIpydantic-settings2.14.2indirecta
PyPIpygments2.20.0indirecta
PyPIpyjwt2.13.0indirecta
PyPIpyparsing3.3.2indirecta
PyPIpyproject-hooks1.2.0indirecta
PyPIpytestindirecta
PyPIpytest9.0.3indirecta
PyPIpytest-asyncioindirecta
PyPIpytest-asyncio1.3.0indirecta
PyPIpytest-covindirecta
PyPIpytest-cov7.1.0indirecta
PyPIpython-dotenv1.2.2indirecta
PyPIpython-multipartindirecta
PyPIpython-multipart0.0.32indirecta
PyPIpywin32311indirecta
PyPIpywin32-ctypes0.2.3indirecta
PyPIpyyaml6.0.3indirecta
PyPIreadme-renderer44.0indirecta
PyPIreferencing0.37.0indirecta
PyPIregex2026.5.9indirecta
PyPIrequests2.34.2indirecta
PyPIrequests-oauthlib2.0.0indirecta
PyPIrequests-toolbelt1.0.0indirecta
PyPIrfc39862.0.0indirecta
PyPIrich15.0.0indirecta
PyPIrich-toolkit0.19.9indirecta
PyPIrignore0.7.6indirecta
PyPIrpds-py0.30.0indirecta
PyPIsafetensors0.8.0indirecta
PyPIsecretstorage3.5.0indirecta
PyPIsentry-sdk2.60.0indirecta
PyPIsetuptoolsindirecta
PyPIsetuptools81.0.0indirecta
PyPIshellingham1.5.4indirecta
PyPIsix1.17.0indirecta
PyPIsse-starlette3.4.4indirecta
PyPIstarlette1.3.1indirecta
PyPIsuperlocalmemoryindirecta
PyPIsuperlocalmemory3.7.7indirecta
PyPIsympy1.14.0indirecta
PyPIthreadpoolctl3.6.0indirecta
PyPItiktokenindirecta
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                "detail": "17/32 decided PRs merged",
                "points": 20.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 17,
                      "decided": 32
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 48,
            "inputs": {
              "followers": 14,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "qualixar",
              "public_repos": 17,
              "account_age_days": 139
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "14 followers of qualixar",
                "points": 8.5,
                "status": "partial",
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                    "code": "owner_followers",
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                      "login": "qualixar"
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                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "17 public repos, account ~0 yr old",
                "points": 9.9,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
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                      "count": 17
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                  {
                    "code": "account_age_years",
                    "params": {
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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": [
                "superlocalmemory",
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              "ecosystems": "npm, pypi",
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              "min_days_since_publish": 0
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            "components": [
              {
                "key": "published_resolvable",
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                "points": 25,
                "status": "met",
                "details": [
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                    "code": "packages_published",
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                      "ecosystems": "npm, pypi"
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                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
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                    "code": "publish_recency",
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                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
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                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
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                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
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            "band": "moderate",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "has_tests": true,
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              "has_linter_config": false,
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                "status": "met",
                "details": [
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                "max_points": 24
              },
              {
                "key": "tests_present",
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                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
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              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
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                "key": "editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 20
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            ]
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          {
            "key": "documentation",
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            "notes": [],
            "value": 100,
            "inputs": {
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                "agent-reliability",
                "ai-agents",
                "claude-code",
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                "llm-memory",
                "mcp",
                "mcp-server",
                "persistent-memory",
                "qualixar",
                "semantic-search",
                "vector-search",
                "windsurf"
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              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
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                "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://arxiv.org/abs/2603.14588",
                "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": "15 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 15
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 40,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dependency_lockfiles"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 40,
            "inputs": {
              "source": "file_signals",
              "lockfiles": [
                "package-lock.json",
                "uv.lock"
              ],
              "manifests": [
                "package.json",
                "plugin-src/requirements.txt",
                "plugin/requirements.txt",
                "pyproject.toml"
              ],
              "has_codeql_workflow": false,
              "has_security_policy": true,
              "has_dependabot_config": false
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "lockfiles_not_expected",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 67,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "AGENTS.md",
                "plugin-src/rules/AGENTS.md"
              ],
              "agent_instruction_max_bytes": 6741
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, plugin-src/rules/AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, plugin-src/rules/AGENTS.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "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, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 69,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
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                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
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              "largest_source_bytes": 140475,
              "source_files_sampled": 1159,
              "oversized_source_files": 6
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "6/1159 source files over 60KB",
                "points": 54.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
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                      "sampled": 1159,
                      "oversized": 6
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "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": [
    "OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-19T21:18:52.876075Z",
  "schema_version": "0.15.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/q/qualixar/superlocalmemory.svg",
  "full_name": "qualixar/superlocalmemory",
  "license_state": "standard",
  "license_spdx": "AGPL-3.0"
}

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 v0.15.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadasnpm, PyPI.