Registro público
Informe de salud del softwareesquema 0.13.0 · métricas 1.13.0 · 2026-07-18 14:54 UTC

vladkesler / initrunner

Define AI agent roles in YAML and run them anywhere: CLI, API server, or autonomous daemon

Python · SvelteApache-2.0★ 39 estrellas⑂ 6 forksdesde feb 2026Ver en GitHub ↗

vladkesler/initrunner tiene un índice de salud de 66 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Engineering Quality (86/100) y la más baja, Sustainability & Governance (50/100). 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

vladkeslerCuenta personal
4 seguidores6 repositorios públicosdesde jun 2025

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
PyPIinitrunner2026.7.42130110hace 0 díasagentaiai-agentsautonomous-agentsllmmcpno-codeopenai-compatiblepydantic-airagrolerunneryaml

Métricas por categoría

Vitalidad

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

83Bueno · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
14.5/36Cadencia de commits — 21/52 semanas con commits
18/18Volumen de commits — 411 commits en el último año
10/10OpenSSF 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_year411
human_commit_share
days_since_last_push0
active_weeks_last_year21
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 0 días
27/27Cadencia de publicación — una versión cada ~3,7 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count100
latest_release_tagv2026.7.4
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases3,7

Comunidad y Adopción

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

59Moderado · 18% del índice global
Cómo se puntúa
25.6/60Estrellas — 39 estrellas
5.8/25Forks — 6 forks
0/15Observadores — 1 observadores
Datos de entrada utilizados
forks6
stars39
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conduct
has_pull_request_template
Cómo se puntúa
44.4/80Descargas mensuales — 2130 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesinitrunner
dependents
ecosystemspypi
total_downloads
monthly_downloads2130
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?

50Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
2.7/22.5Distribución de commits — el principal contribuyente firma el 88% de los commits
2.7/13.5Amplitud de contribuyentes — 2 contribuyentes
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Datos de entrada utilizados
bus_factor1
contributors_sampled2
top_contributor_share0,879
Cómo se puntúa
46.8/46.8Resolución de issues — 100% de issues cerradas
27.3/38.3Aceptación de PR — 135/189 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/19 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs135
open_issues0
closed_issues3
issue_closed_ratio1
closed_unmerged_prs54
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
5/25Alcance del propietario — 4 seguidores de vladkesler
8.3/25Trayectoria — 6 repos públicos, cuenta de ~1 años
Datos de entrada utilizados
followers4
owner_typeUser
is_verified
owner_loginvladkesler
public_repos6
account_age_days393
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 0 días
20/20Historial de versiones — 110 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesinitrunner
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

86Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 5 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config
Cómo se puntúa
30/30README
25/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
10/10Topics — 17 topics
0/10Wiki
Datos de entrada utilizados
topicsagent-framework, ai-agents, ai-automation, ai-tools, autonomous-agents, cli, llm, llm-agents, mcp, multi-agent, no-code, openai-compatible, pydantic-ai, python, rag, yaml, yaml-configuration
has_wikino
homepage
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?

52Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/19 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
3.5/5SAST — SAST tool is not run on all commits -- score normalized to 7
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
1.5/7.5Vulnerabilities — 8 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5,2

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.

70Bueno · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — CLAUDE.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_filesCLAUDE.md
agent_instruction_max_bytes12.523
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
11/11Configuración de lint / formato
11/11Verificación estática de tipos — dashboard/tsconfig.json, initrunner/py.typed
10/10Entorno reproducible — Dockerfile, lockfile
0/10Práctica demostrada con agentes — sin datos
5/8Mantenimiento automatizado — automatización de dependencias configurada, no observada en los commits muestreados
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilespackage-lock.json, pnpm-lock.yaml, uv.lock
has_dockerfile
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_config
typecheck_configsdashboard/tsconfig.json, initrunner/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes. Los pesos restantes se han renormalizado.
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (dashboard/tsconfig.json, initrunner/py.typed)
54.7/55Tamaños de archivo manejables — 4/679 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes72.819
source_files_sampled679
oversized_source_files4
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

39estrellas de GitHub
2contribuidores
411commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
1factor bus
0issues abiertas
npm, PyPIecosistemas de paquetes

Más detalle

OpenSSF Scorecard 5.2 / 10
5.2agregado

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 14:54 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/19 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
7SASTSAST tool is not run on all commits -- score normalized to 7
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
2Vulnerabilities8 existing vulnerabilities detected
Dependencias directas 19
RegistroPaqueteRestricción de versiónManifiesto
npm@dicebear/core^9.4.3dashboard/package.json
npm@dicebear/rings^9.4.3dashboard/package.json
npm@xyflow/svelte^1.6.2dashboard/package.json
npmposthog-js^1.399.2dashboard/package.json
PyPIpydantic-ai-slim>=2.13.0pyproject.toml
PyPIpydantic>=2.11pyproject.toml
PyPItyper>=0.21.1pyproject.toml
PyPIpyyaml>=6.0.3pyproject.toml
PyPIrich>=14.3.2pyproject.toml
PyPIlancedb>=0.29.2pyproject.toml
PyPIwatchfiles>=1.1.1pyproject.toml
PyPIcroniter>=6.0.0pyproject.toml
PyPIbeautifulsoup4>=4.13.2pyproject.toml
PyPImarkdownify>=1.2.2pyproject.toml
PyPIpython-dotenv>=1.2.1pyproject.toml
PyPIjinja2>=3.1pyproject.toml
PyPIinitguard>=2026.3.3pyproject.toml
PyPIfastmcp>=3.2.0pyproject.toml
PyPIanyio>=4.13.0pyproject.toml
Todas las dependencias 371

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 19 paquetes directos y 352 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
npm@dicebear/core9.4.3directa
npm@dicebear/rings9.4.3directa
npm@xyflow/svelte1.6.2directa
npmposthog-js1.404.1directa
PyPIanyio4.13.0directa
PyPIbeautifulsoup44.14.3directa
PyPIcroniter6.0.0directa
PyPIfastmcp3.3.1directa
PyPIinitguard2026.3.3directa
PyPIjinja23.1.6directa
PyPIlancedb0.29.2directa
PyPImarkdownify1.2.2directa
PyPIpydantic2.12.5directa
PyPIpydantic-ai-slim2.13.0directa
PyPIpython-dotenv1.2.2directa
PyPIpyyaml6.0.3directa
PyPIrich14.3.2directa
PyPItyper0.21.1directa
PyPIwatchfiles1.1.1directa
npm@emnapi/core1.11.1indirecta
npm@emnapi/runtime1.11.1indirecta
npm@emnapi/wasi-threads1.2.2indirecta
npm@floating-ui/core1.7.5indirecta
npm@floating-ui/dom1.7.6indirecta
npm@floating-ui/utils0.2.11indirecta
npm@internationalized/date3.12.0indirecta
npm@jridgewell/gen-mapping0.3.13indirecta
npm@jridgewell/remapping2.3.5indirecta
npm@jridgewell/resolve-uri3.1.2indirecta
npm@jridgewell/sourcemap-codec1.5.5indirecta
npm@jridgewell/trace-mapping0.3.31indirecta
npm@napi-rs/wasm-runtime1.1.6indirecta
npm@oxc-project/types0.139.0indirecta
npm@polka/url1.0.0-next.29indirecta
npm@posthog/core1.43.1indirecta
npm@posthog/types1.397.0indirecta
npm@rolldown/binding-android-arm641.1.5indirecta
npm@rolldown/binding-darwin-arm641.1.5indirecta
npm@rolldown/binding-darwin-x641.1.5indirecta
npm@rolldown/binding-freebsd-x641.1.5indirecta
npm@rolldown/binding-linux-arm-gnueabihf1.1.5indirecta
npm@rolldown/binding-linux-arm64-gnu1.1.5indirecta
npm@rolldown/binding-linux-arm64-musl1.1.5indirecta
npm@rolldown/binding-linux-ppc64-gnu1.1.5indirecta
npm@rolldown/binding-linux-s390x-gnu1.1.5indirecta
npm@rolldown/binding-linux-x64-gnu1.1.5indirecta
npm@rolldown/binding-linux-x64-musl1.1.5indirecta
npm@rolldown/binding-openharmony-arm641.1.5indirecta
npm@rolldown/binding-wasm32-wasi1.1.5indirecta
npm@rolldown/binding-win32-arm64-msvc1.1.5indirecta
npm@rolldown/binding-win32-x64-msvc1.1.5indirecta
npm@rolldown/pluginutils1.0.1indirecta
npm@standard-schema/spec1.1.0indirecta
npm@svelte-put/shortcut4.1.0indirecta
npm@sveltejs/acorn-typescript1.0.10indirecta
npm@sveltejs/adapter-static3.0.10indirecta
npm@sveltejs/kit2.70.0indirecta
npm@sveltejs/vite-plugin-svelte7.2.0indirecta
npm@swc/helpers0.5.23indirecta
npm@tailwindcss/node4.3.2indirecta
npm@tailwindcss/oxide4.3.2indirecta
npm@tailwindcss/oxide-android-arm644.3.2indirecta
npm@tailwindcss/oxide-darwin-arm644.3.2indirecta
npm@tailwindcss/oxide-darwin-x644.3.2indirecta
npm@tailwindcss/oxide-freebsd-x644.3.2indirecta
npm@tailwindcss/oxide-linux-arm-gnueabihf4.3.2indirecta
npm@tailwindcss/oxide-linux-arm64-gnu4.3.2indirecta
npm@tailwindcss/oxide-linux-arm64-musl4.3.2indirecta
npm@tailwindcss/oxide-linux-x64-gnu4.3.2indirecta
npm@tailwindcss/oxide-linux-x64-musl4.3.2indirecta
npm@tailwindcss/oxide-wasm32-wasi4.3.2indirecta
npm@tailwindcss/oxide-win32-arm64-msvc4.3.2indirecta
npm@tailwindcss/oxide-win32-x64-msvc4.3.2indirecta
npm@tailwindcss/vite4.3.2indirecta
npm@tybys/wasm-util0.10.3indirecta
npm@types/cookie0.6.0indirecta
npm@types/d3-color3.1.3indirecta
npm@types/d3-drag3.0.7indirecta
npm@types/d3-interpolate3.0.4indirecta
npm@types/d3-selection3.0.11indirecta
npm@types/d3-transition3.0.9indirecta
npm@types/d3-zoom3.0.8indirecta
npm@types/estree1.0.9indirecta
npm@types/json-schema7.0.15indirecta
npm@types/trusted-types2.0.7indirecta
npm@xyflow/system0.0.79indirecta
npmacorn8.17.0indirecta
npmargparse2.0.1indirecta
npmaria-query5.3.1indirecta
npmaxobject-query4.1.0indirecta
npmbits-ui2.18.1indirecta
npmclsx2.1.1indirecta
npmcookie1.1.1indirecta
npmcore-js3.49.0indirecta
npmd3-color3.1.0indirecta
npmd3-dispatch3.0.1indirecta
npmd3-drag3.0.0indirecta
npmd3-ease3.0.1indirecta
npmd3-interpolate3.0.1indirecta
npmd3-selection3.0.0indirecta
npmd3-timer3.0.1indirecta
npmd3-transition3.0.1indirecta
npmd3-zoom3.0.0indirecta
npmdeepmerge4.3.1indirecta
npmdequal2.0.3indirecta
npmdetect-libc2.1.2indirecta
npmdevalue5.8.1indirecta
npmdompurify3.4.11indirecta
npmenhanced-resolve5.21.6indirecta
npmesm-env1.2.2indirecta
npmesrap2.2.13indirecta
npmfdir6.5.0indirecta
npmfflate0.4.8indirecta
npmfsevents2.3.3indirecta
npmgraceful-fs4.2.11indirecta
npminline-style-parser0.2.7indirecta
npmis-reference3.0.3indirecta
npmjiti2.7.0indirecta
npmjs-yaml5.2.1indirecta
npmkleur4.1.5indirecta
npmlightningcss1.32.0indirecta
npmlightningcss-android-arm641.32.0indirecta
npmlightningcss-darwin-arm641.32.0indirecta
npmlightningcss-darwin-x641.32.0indirecta
npmlightningcss-freebsd-x641.32.0indirecta
npmlightningcss-linux-arm-gnueabihf1.32.0indirecta
npmlightningcss-linux-arm64-gnu1.32.0indirecta
npmlightningcss-linux-arm64-musl1.32.0indirecta
npmlightningcss-linux-x64-gnu1.32.0indirecta
npmlightningcss-linux-x64-musl1.32.0indirecta
npmlightningcss-win32-arm64-msvc1.32.0indirecta
npmlightningcss-win32-x64-msvc1.32.0indirecta
npmlocate-character3.0.0indirecta
npmlucide-svelte1.0.1indirecta
npmlz-string1.5.0indirecta
npmmagic-string0.30.21indirecta
npmmrmime2.0.1indirecta
npmnanoid3.3.12indirecta
npmobug2.1.3indirecta
npmpicocolors1.1.1indirecta
npmpicomatch4.0.4indirecta
npmpostcss8.5.19indirecta
npmpreact10.29.7indirecta
npmquery-selector-shadow-dom1.0.1indirecta
npmrolldown1.1.5indirecta
npmruned0.35.1indirecta
npmset-cookie-parser3.1.0indirecta
npmsirv3.0.2indirecta
npmsource-map-js1.2.1indirecta
npmstyle-to-object1.0.14indirecta
npmsvelte5.56.4indirecta
npmsvelte-toolbelt0.10.6indirecta
npmtabbable6.4.0indirecta
npmtailwind-merge3.6.0indirecta
npmtailwind-variants3.2.2indirecta
npmtailwindcss4.3.2indirecta
npmtapable2.3.3indirecta
npmtinyglobby0.2.17indirecta
npmtotalist3.0.1indirecta
npmtslib2.8.1indirecta
npmtypescript6.0.3indirecta
npmvite8.1.5indirecta
npmvitefu1.1.3indirecta
npmweb-vitals5.3.0indirecta
npmzimmerframe1.1.4indirecta
PyPIaiofile3.9.0indirecta
PyPIaiohappyeyeballs2.6.1indirecta
PyPIaiohttp3.14.1indirecta
PyPIaiosignal1.4.0indirecta
PyPIannotated-doc0.0.4indirecta
PyPIannotated-types0.7.0indirecta
PyPIanthropic0.109.1indirecta
PyPIattrs25.4.0indirecta
PyPIaudioop-lts0.2.2indirecta
PyPIauthlib1.7.2indirecta
PyPIbackports-tarfile1.2.0indirecta
PyPIbeartype0.22.9indirecta
PyPIbetter-profanity0.7.0indirecta
PyPIboto31.43.13indirecta
PyPIbotocore1.43.13indirecta
PyPIbottle0.13.4indirecta
PyPIbrotli1.2.0indirecta
PyPIbrotlicffi1.2.0.0indirecta
PyPIcachetools7.0.0indirecta
PyPIcaio0.9.25indirecta
PyPIcel-python0.5.0indirecta
PyPIcertifi2026.1.4indirecta
PyPIcffi2.0.0indirecta
PyPIcfgv3.5.0indirecta
PyPIcharset-normalizer3.4.4indirecta
PyPIclick8.4.2indirecta
PyPIclr-loader0.2.10indirecta
PyPIcohere5.20.7indirecta
PyPIcolorama0.4.6indirecta
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            "name": "tenacity",
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            "name": "tiktoken",
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            "name": "ty",
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            "name": "typing-inspection",
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            "name": "uncalled-for",
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            "name": "urllib3",
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            "name": "websockets",
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            "name": "win32-setctime",
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          {
            "name": "zipp",
            "direct": false,
            "version": "3.23.0",
            "ecosystem": "pypi"
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        ],
        "collected": true,
        "truncated": false,
        "total_count": 371,
        "direct_count": 19,
        "indirect_count": 352
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    },
    "maintainership": {
      "issues": {
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      "bus_factor": 1,
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        {
          "type": "User",
          "login": "vladkesler",
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          "avatar_url": "https://avatars.githubusercontent.com/u/217212057?u=97443ecadf855d93aea95227d95653562c4d087f&v=4"
        },
        {
          "type": "Bot",
          "login": "dependabot[bot]",
          "commits": 50,
          "avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
        }
      ],
      "contributors_sampled": 2,
      "top_contributor_share": 0.879
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    "quality_signals": {
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      "has_tests": true,
      "ci_workflows": [
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        "docker-publish.yml",
        "release.yml",
        "security.yml",
        "testpypi.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
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      "has_linter_config": true,
      "has_precommit_config": true
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    "security_signals": {
      "lockfiles": [
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        "pnpm-lock.yaml",
        "uv.lock"
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      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 3,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/19 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 0,
            "reason": "project has 0 contributing companies or organizations -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 7,
            "reason": "SAST tool is not run on all commits -- score normalized to 7",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
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            "name": "Token-Permissions",
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            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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          {
            "name": "Vulnerabilities",
            "score": 2,
            "reason": "8 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
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      "has_security_policy": true,
      "has_dependabot_config": true
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  "source": {
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      "key": "overall",
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      "note": null,
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        "vitality": 83,
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      "components": []
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    "categories": [
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        "key": "vitality",
        "band": "good",
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        "weight": 0.22,
        "metrics": [
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            "key": "development_activity",
            "band": "good",
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            "note": null,
            "notes": [],
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                "key": "push_recency",
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                "max_points": 36
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                "key": "commit_cadence",
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                "status": "partial",
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                "key": "commit_volume",
                "name": "Commit volume",
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                "status": "met",
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                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
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            ]
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            "key": "release_discipline",
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            "note": null,
            "notes": [],
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            "components": [
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                "key": "ships_releases",
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                "detail": "100 releases published",
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                "max_points": 27
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                "key": "release_recency",
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                "key": "release_cadence",
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                "key": "openssf_scorecard_signed_releases",
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            "key": "abandonment",
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        ],
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        "weight": 0.18,
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                "key": "stars",
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                "max_points": 60
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                "key": "forks",
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                "max_points": 25
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              {
                "key": "watchers",
                "name": "Watchers",
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                "status": "missed",
                "details": [
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                    "code": "watchers",
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                      "count": 1
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                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
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              "has_issue_template": false,
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            "components": [
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                "key": "readme",
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                "points": 22.5,
                "status": "met",
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                "max_points": 22.5
              },
              {
                "key": "license",
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                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
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                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 56,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
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              "monthly_downloads": 2130
            },
            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,130 downloads/month across pypi",
                "points": 44.4,
                "status": "partial",
                "details": [
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                    "code": "downloads_monthly",
                    "params": {
                      "count": 2130,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 50,
        "weight": 0.24,
        "metrics": [
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            "key": "maintainer_resilience",
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            "notes": [],
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            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "status": "partial",
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                    "code": "bus_factor",
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                  }
                ],
                "max_points": 54
              },
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                "key": "commit_distribution",
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                "points": 2.7,
                "status": "partial",
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                    "code": "top_contributor_share",
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                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "2 contributors",
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                "status": "partial",
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                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
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                "status": "missed",
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
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              "issue_closed_ratio": 1,
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "135/189 decided PRs merged",
                "points": 27.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 135,
                      "decided": 189
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/19 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "critical",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 29,
            "inputs": {
              "followers": 4,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "vladkesler",
              "public_repos": 6,
              "account_age_days": 393
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "4 followers of vladkesler",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 4,
                      "login": "vladkesler"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "6 public repos, account ~1 yr old",
                "points": 8.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 6
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "initrunner"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "110 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 110
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "5 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "agent-framework",
                "ai-agents",
                "ai-automation",
                "ai-tools",
                "autonomous-agents",
                "cli",
                "llm",
                "llm-agents",
                "mcp",
                "multi-agent",
                "no-code",
                "openai-compatible",
                "pydantic-ai",
                "python",
                "rag",
                "yaml",
                "yaml-configuration"
              ],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "17 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 52,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 5.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/19 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "8 existing vulnerabilities detected",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 70,
        "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": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 12523
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.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. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 66,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "pnpm-lock.yaml",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "dashboard/tsconfig.json",
                "initrunner/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "dashboard/tsconfig.json, initrunner/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "dashboard/tsconfig.json, initrunner/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 72819,
              "source_files_sampled": 679,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (dashboard/tsconfig.json, initrunner/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "dashboard/tsconfig.json, initrunner/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/679 source files over 60KB",
                "points": 54.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 679,
                      "oversized": 4
                    }
                  }
                ],
                "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-18T14:54:24.575065Z",
  "schema_version": "0.13.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/v/vladkesler/initrunner.svg",
  "full_name": "vladkesler/initrunner",
  "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 v0.13.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadasPyPI.