Python YAML/JSON schema validation library
Grokzen/pykwalify tiene un índice de salud de 43 sobre 100, lo que lo sitúa en la banda En riesgo. Su puntuación más alta es Engineering Quality (60/100) y la más baja, Vitality (18/100). Se actualizó por última vez hace 912 días. Una sola persona concentra la mayor parte del trabajo reciente.
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.
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.
Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación |
|---|---|---|---|---|---|
| PyPI | pykwalify | 1.8.0 | - | 13 | hace 2028 días |
¿Está vivo el proyecto: se escribe código y se publican versiones?
| 0/36 | Recencia de push — último push hace 912 días |
| 0/36 | Cadencia de commits — 0/52 semanas con commits |
| 0/18 | Volumen de commits — 0 commits en el último año |
| 0/10 | OpenSSF Scorecard: Maintained — sin datos |
| commits_last_year | 0 |
| human_commit_share | — |
| days_since_last_push | 912 |
| active_weeks_last_year | 0 |
| 27/27 | Publica versiones — 21 versiones publicadas |
| 0/36 | Recencia de las versiones — última versión hace 2028 días |
| 12.6/27 | Cadencia de publicación — una versión cada ~221,9 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
| releases_count | 21 |
| latest_release_tag | 1.8.0 |
| releases_from_tags | no |
| days_since_latest_release | 2028 |
| mean_days_between_releases | 221,9 |
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
| 40.1/60 | Estrellas — 299 estrellas |
| 16.1/25 | Forks — 87 forks |
| 5/15 | Observadores — 9 observadores |
| forks | 87 |
| stars | 299 |
| watchers | 9 |
| growth_state | organic |
| growth_factor_pct | 100 |
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (MIT) |
| 0/18 | Guía CONTRIBUTING |
| 0/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 6.3/6.3 | Plantilla de PR |
| has_readme | sí |
| has_license | sí |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | sí |
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 2.5/22.5 | Distribución de commits — el principal contribuyente firma el 89% de los commits |
| 13.5/13.5 | Amplitud de contribuyentes — 27 contribuyentes |
| 0/10 | OpenSSF Scorecard: Contributors — sin datos |
| bus_factor | 1 |
| contributors_sampled | 27 |
| top_contributor_share | 0,887 |
| 40.9/46.8 | Resolución de issues — 88% de issues cerradas |
| 22.3/38.3 | Aceptación de PR — 39/67 PR decididos fusionados |
| 0/15 | OpenSSF Scorecard: Code-Review — sin datos |
| merged_prs | 39 |
| open_issues | 16 |
| closed_issues | 112 |
| issue_closed_ratio | 0,875 |
| closed_unmerged_prs | 28 |
| 10/30 | Respaldo de la propiedad — cuenta personal (usuario) |
| 0/20 | Dominio verificado — no aplicable a cuentas de usuario |
| 15.1/25 | Alcance del propietario — 123 seguidores de Grokzen |
| 24.3/25 | Trayectoria — 48 repos públicos, cuenta de ~15 años |
| followers | 123 |
| owner_type | User |
| is_verified | — |
| owner_login | Grokzen |
| public_repos | 48 |
| account_age_days | 5496 |
| 25/25 | Publicado y resoluble — 1 paquete(s) en pypi |
| 4/35 | Recencia de publicación — última publicación hace 2028 días |
| 20/20 | Historial de versiones — 13 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
| packages | pykwalify |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 2028 |
¿Existen unas prácticas mínimas de ingeniería y documentación?
| 0/24 | Flujos de trabajo de CI |
| 24/24 | Pruebas presentes |
| 16/16 | Configuración de linter — tox.ini |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — sin datos |
| has_ci | no |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | sí |
| has_precommit_config | no |
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 0/15 | Sitio de documentación / página del proyecto |
| 10/10 | Descripción del repositorio |
| 0/10 | Topics |
| 10/10 | Wiki |
| topics | — |
| has_wiki | sí |
| homepage | — |
| has_readme | sí |
| has_docs_dir | sí |
| has_description | sí |
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
| 0/30 | Política de seguridad (SECURITY.md) |
| 0/25 | Configuración de Dependabot |
| 0/25 | Lockfiles de dependencias — biblioteca publicada — los lockfiles son cosa de las aplicaciones, no se esperan aquí |
| 0/20 | Flujo de trabajo de CodeQL |
| source | file_signals |
| lockfiles | — |
| manifests | requirements.txt, setup.cfg, setup.py |
| has_codeql_workflow | no |
| has_security_policy | no |
| has_dependabot_config | no |
| 35/35 | Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido |
| 25/25 | Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido |
| 0/40 | Sin avisos pendientes — ningún aviso tiene fecha de publicación |
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 4 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
¿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.
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 0/40 | Historial de commits legible — sin datos |
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 18/18 | Arranque con un solo comando — Makefile, docs/Makefile |
| 22/22 | Pruebas automatizadas |
| 11/11 | Configuración de lint / formato — tox.ini |
| 0/11 | Verificación estática de tipos |
| 0/10 | Entorno reproducible |
| 0/10 | Práctica demostrada con agentes — sin datos |
| 0/8 | Mantenimiento automatizado — sin datos |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — sin datos |
| has_nix | no |
| has_tests | sí |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | Makefile, docs/Makefile |
| has_devcontainer | no |
| has_linter_config | sí |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
| 0/45 | Código verificable por tipos — Python sin configuración de verificación de tipos |
| 55/55 | Tamaños de archivo manejables — 0/19 archivos fuente de más de 60 KB |
| primary_language | Python |
| largest_source_bytes | 44.304 |
| source_files_sampled | 19 |
| oversized_source_files | 0 |
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 0/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — examples |
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.
Cada punto abarca 12 días.
Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 13 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.
| Registro | Paquete | Versión | Relación |
|---|---|---|---|
| PyPI | coverage | — | indirecta |
| PyPI | docopt | — | indirecta |
| PyPI | mock | — | indirecta |
| PyPI | ptpdb | — | indirecta |
| PyPI | ptpython | — | indirecta |
| PyPI | pysnooper | — | indirecta |
| PyPI | pytest | — | indirecta |
| PyPI | python-coveralls | — | indirecta |
| PyPI | python-dateutil | — | indirecta |
| PyPI | ruamel-yaml | — | indirecta |
| PyPI | setuptools | — | indirecta |
| PyPI | testfixtures | — | indirecta |
| PyPI | tox | — | indirecta |
Instalar pypi:pykwalify@1.8.0 arrastra 4 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.
Ningún aviso conocido afecta a las dependencias evaluadas.
Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 901,
"has_wiki": true,
"homepage": null,
"languages": {
"Python": 178182,
"Makefile": 1330
},
"pushed_at": "2024-01-21T02:26:28Z",
"created_at": "2013-01-17T09:20:37Z",
"owner_type": "User",
"updated_at": "2026-05-12T09:55:14Z",
"description": "Python YAML/JSON schema validation library",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "master",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": "Grokzen",
"type": "User",
"login": "Grokzen",
"company": "Tutus (https://tutus.se)",
"location": "Sweden",
"followers": 123,
"avatar_url": "https://avatars.githubusercontent.com/u/892309?v=4",
"created_at": "2011-07-03T22:28:03Z",
"is_verified": null,
"public_repos": 48,
"account_age_days": 5496
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": null,
"profile_has_license": true
},
"activity": {
"releases_count": 21,
"commits_last_year": 0,
"latest_release_at": "2020-12-30T22:33:36Z",
"latest_release_tag": "1.8.0",
"releases_from_tags": false,
"days_since_last_push": 912,
"active_weeks_last_year": 0,
"days_since_latest_release": 2028,
"mean_days_between_releases": 221.9
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 57,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "pykwalify",
"exists": true,
"license": "MIT",
"keywords": [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.6",
"Programming Language :: Python :: 3.7",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/pykwalify/",
"is_deprecated": false,
"latest_version": "1.8.0",
"repository_url": "http://github.com/grokzen/pykwalify",
"versions_count": 13,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2015-03-08T12:26:38.067780Z",
"latest_published_at": "2020-12-30T22:31:10.745404Z",
"latest_version_yanked": null,
"days_since_latest_publish": 2028
}
]
},
"popularity": {
"forks": 87,
"stars": 299,
"watchers": 9,
"star_history": {
"days": [
{
"date": "2013-07-20",
"count": 1
},
{
"date": "2014-06-24",
"count": 1
},
{
"date": "2014-08-05",
"count": 1
},
{
"date": "2014-09-22",
"count": 1
},
{
"date": "2014-10-02",
"count": 1
},
{
"date": "2014-10-14",
"count": 1
},
{
"date": "2014-10-15",
"count": 1
},
{
"date": "2014-10-20",
"count": 1
},
{
"date": "2014-11-17",
"count": 1
},
{
"date": "2015-01-03",
"count": 1
},
{
"date": "2015-01-17",
"count": 1
},
{
"date": "2015-02-06",
"count": 1
},
{
"date": "2015-03-04",
"count": 1
},
{
"date": "2015-03-15",
"count": 1
},
{
"date": "2015-04-04",
"count": 1
},
{
"date": "2015-05-12",
"count": 1
},
{
"date": "2015-06-10",
"count": 1
},
{
"date": "2015-06-29",
"count": 1
},
{
"date": "2015-07-11",
"count": 1
},
{
"date": "2015-07-16",
"count": 1
},
{
"date": "2015-07-23",
"count": 1
},
{
"date": "2015-07-24",
"count": 1
},
{
"date": "2015-07-29",
"count": 1
},
{
"date": "2015-07-30",
"count": 1
},
{
"date": "2015-08-18",
"count": 1
},
{
"date": "2015-08-31",
"count": 1
},
{
"date": "2015-09-09",
"count": 1
},
{
"date": "2015-09-18",
"count": 1
},
{
"date": "2015-09-19",
"count": 1
},
{
"date": "2015-09-21",
"count": 1
},
{
"date": "2015-10-01",
"count": 1
},
{
"date": "2015-10-07",
"count": 1
},
{
"date": "2015-10-30",
"count": 1
},
{
"date": "2015-11-12",
"count": 1
},
{
"date": "2015-12-03",
"count": 1
},
{
"date": "2015-12-05",
"count": 1
},
{
"date": "2015-12-10",
"count": 1
},
{
"date": "2015-12-26",
"count": 1
},
{
"date": "2016-01-14",
"count": 1
},
{
"date": "2016-01-16",
"count": 1
},
{
"date": "2016-01-21",
"count": 1
},
{
"date": "2016-01-27",
"count": 1
},
{
"date": "2016-01-30",
"count": 2
},
{
"date": "2016-02-01",
"count": 1
},
{
"date": "2016-02-04",
"count": 1
},
{
"date": "2016-02-21",
"count": 1
},
{
"date": "2016-02-27",
"count": 1
},
{
"date": "2016-02-28",
"count": 1
},
{
"date": "2016-02-29",
"count": 1
},
{
"date": "2016-04-02",
"count": 1
},
{
"date": "2016-04-04",
"count": 1
},
{
"date": "2016-04-09",
"count": 1
},
{
"date": "2016-04-14",
"count": 1
},
{
"date": "2016-05-01",
"count": 1
},
{
"date": "2016-05-02",
"count": 1
},
{
"date": "2016-05-04",
"count": 2
},
{
"date": "2016-05-06",
"count": 1
},
{
"date": "2016-05-07",
"count": 1
},
{
"date": "2016-05-23",
"count": 1
},
{
"date": "2016-06-07",
"count": 1
},
{
"date": "2016-06-29",
"count": 1
},
{
"date": "2016-07-09",
"count": 1
},
{
"date": "2016-07-12",
"count": 1
},
{
"date": "2016-07-21",
"count": 1
},
{
"date": "2016-07-27",
"count": 1
},
{
"date": "2016-08-16",
"count": 1
},
{
"date": "2016-08-20",
"count": 1
},
{
"date": "2016-09-27",
"count": 1
},
{
"date": "2016-10-13",
"count": 1
},
{
"date": "2016-10-17",
"count": 1
},
{
"date": "2016-10-20",
"count": 1
},
{
"date": "2016-10-27",
"count": 1
},
{
"date": "2016-11-06",
"count": 1
},
{
"date": "2016-11-10",
"count": 1
},
{
"date": "2016-12-02",
"count": 1
},
{
"date": "2016-12-07",
"count": 1
},
{
"date": "2016-12-20",
"count": 1
},
{
"date": "2016-12-21",
"count": 1
},
{
"date": "2017-01-02",
"count": 1
},
{
"date": "2017-01-10",
"count": 1
},
{
"date": "2017-01-11",
"count": 1
},
{
"date": "2017-01-12",
"count": 1
},
{
"date": "2017-01-14",
"count": 1
},
{
"date": "2017-01-21",
"count": 1
},
{
"date": "2017-01-22",
"count": 2
},
{
"date": "2017-01-25",
"count": 1
},
{
"date": "2017-01-28",
"count": 1
},
{
"date": "2017-02-07",
"count": 1
},
{
"date": "2017-02-16",
"count": 1
},
{
"date": "2017-02-18",
"count": 1
},
{
"date": "2017-02-23",
"count": 1
},
{
"date": "2017-03-06",
"count": 1
},
{
"date": "2017-03-07",
"count": 1
},
{
"date": "2017-03-08",
"count": 1
},
{
"date": "2017-03-21",
"count": 1
},
{
"date": "2017-03-23",
"count": 1
},
{
"date": "2017-03-26",
"count": 1
},
{
"date": "2017-03-27",
"count": 1
},
{
"date": "2017-04-05",
"count": 1
},
{
"date": "2017-04-10",
"count": 1
},
{
"date": "2017-04-11",
"count": 1
},
{
"date": "2017-04-13",
"count": 1
},
{
"date": "2017-04-25",
"count": 1
},
{
"date": "2017-04-27",
"count": 1
},
{
"date": "2017-04-28",
"count": 1
},
{
"date": "2017-05-02",
"count": 1
},
{
"date": "2017-05-09",
"count": 1
},
{
"date": "2017-05-18",
"count": 1
},
{
"date": "2017-05-21",
"count": 1
},
{
"date": "2017-05-25",
"count": 1
},
{
"date": "2017-06-03",
"count": 1
},
{
"date": "2017-06-13",
"count": 1
},
{
"date": "2017-06-14",
"count": 1
},
{
"date": "2017-06-21",
"count": 1
},
{
"date": "2017-07-17",
"count": 1
},
{
"date": "2017-07-26",
"count": 1
},
{
"date": "2017-07-28",
"count": 1
},
{
"date": "2017-08-06",
"count": 1
},
{
"date": "2017-08-18",
"count": 1
},
{
"date": "2017-08-25",
"count": 1
},
{
"date": "2017-09-07",
"count": 1
},
{
"date": "2017-09-21",
"count": 1
},
{
"date": "2017-10-03",
"count": 1
},
{
"date": "2017-10-05",
"count": 1
},
{
"date": "2017-10-10",
"count": 1
},
{
"date": "2017-10-11",
"count": 1
},
{
"date": "2017-10-12",
"count": 1
},
{
"date": "2017-10-13",
"count": 1
},
{
"date": "2017-11-12",
"count": 1
},
{
"date": "2017-11-14",
"count": 1
},
{
"date": "2017-11-30",
"count": 1
},
{
"date": "2017-12-14",
"count": 1
},
{
"date": "2017-12-19",
"count": 1
},
{
"date": "2017-12-22",
"count": 1
},
{
"date": "2018-01-05",
"count": 1
},
{
"date": "2018-01-24",
"count": 3
},
{
"date": "2018-02-01",
"count": 1
},
{
"date": "2018-02-26",
"count": 1
},
{
"date": "2018-03-02",
"count": 1
},
{
"date": "2018-03-03",
"count": 1
},
{
"date": "2018-03-19",
"count": 1
},
{
"date": "2018-03-23",
"count": 1
},
{
"date": "2018-04-04",
"count": 1
},
{
"date": "2018-04-13",
"count": 1
},
{
"date": "2018-04-26",
"count": 2
},
{
"date": "2018-05-05",
"count": 1
},
{
"date": "2018-05-09",
"count": 1
},
{
"date": "2018-05-25",
"count": 2
},
{
"date": "2018-06-01",
"count": 1
},
{
"date": "2018-06-18",
"count": 1
},
{
"date": "2018-06-27",
"count": 1
},
{
"date": "2018-07-26",
"count": 1
},
{
"date": "2018-08-15",
"count": 1
},
{
"date": "2018-08-20",
"count": 1
},
{
"date": "2018-08-21",
"count": 1
},
{
"date": "2018-09-17",
"count": 1
},
{
"date": "2018-09-20",
"count": 1
},
{
"date": "2018-09-21",
"count": 1
},
{
"date": "2018-10-03",
"count": 1
},
{
"date": "2018-10-15",
"count": 1
},
{
"date": "2018-10-18",
"count": 1
},
{
"date": "2018-10-19",
"count": 1
},
{
"date": "2018-10-25",
"count": 1
},
{
"date": "2018-11-15",
"count": 1
},
{
"date": "2018-11-19",
"count": 1
},
{
"date": "2018-12-10",
"count": 1
},
{
"date": "2018-12-19",
"count": 1
},
{
"date": "2019-01-04",
"count": 1
},
{
"date": "2019-01-27",
"count": 1
},
{
"date": "2019-02-06",
"count": 1
},
{
"date": "2019-02-12",
"count": 1
},
{
"date": "2019-03-08",
"count": 1
},
{
"date": "2019-03-24",
"count": 1
},
{
"date": "2019-04-15",
"count": 1
},
{
"date": "2019-04-26",
"count": 1
},
{
"date": "2019-05-15",
"count": 1
},
{
"date": "2019-05-21",
"count": 1
},
{
"date": "2019-06-03",
"count": 1
},
{
"date": "2019-06-06",
"count": 1
},
{
"date": "2019-06-19",
"count": 1
},
{
"date": "2019-07-02",
"count": 1
},
{
"date": "2019-07-07",
"count": 1
},
{
"date": "2019-07-31",
"count": 1
},
{
"date": "2019-08-18",
"count": 1
},
{
"date": "2019-08-29",
"count": 1
},
{
"date": "2019-09-06",
"count": 1
},
{
"date": "2019-09-10",
"count": 1
},
{
"date": "2019-10-01",
"count": 1
},
{
"date": "2019-10-09",
"count": 1
},
{
"date": "2019-10-13",
"count": 1
},
{
"date": "2019-10-30",
"count": 1
},
{
"date": "2019-10-31",
"count": 1
},
{
"date": "2019-11-02",
"count": 1
},
{
"date": "2019-11-04",
"count": 1
},
{
"date": "2019-11-11",
"count": 1
},
{
"date": "2019-11-14",
"count": 1
},
{
"date": "2019-11-19",
"count": 1
},
{
"date": "2019-11-22",
"count": 2
},
{
"date": "2019-12-03",
"count": 1
},
{
"date": "2019-12-10",
"count": 1
},
{
"date": "2019-12-31",
"count": 1
},
{
"date": "2020-01-28",
"count": 1
},
{
"date": "2020-01-29",
"count": 1
},
{
"date": "2020-04-08",
"count": 1
},
{
"date": "2020-04-16",
"count": 1
},
{
"date": "2020-04-24",
"count": 1
},
{
"date": "2020-04-29",
"count": 1
},
{
"date": "2020-05-05",
"count": 3
},
{
"date": "2020-05-07",
"count": 1
},
{
"date": "2020-05-18",
"count": 1
},
{
"date": "2020-06-08",
"count": 1
},
{
"date": "2020-06-10",
"count": 1
},
{
"date": "2020-06-16",
"count": 1
},
{
"date": "2020-06-19",
"count": 1
},
{
"date": "2020-07-01",
"count": 1
},
{
"date": "2020-07-12",
"count": 1
},
{
"date": "2020-08-26",
"count": 1
},
{
"date": "2020-09-12",
"count": 1
},
{
"date": "2020-09-22",
"count": 1
},
{
"date": "2020-11-07",
"count": 1
},
{
"date": "2020-12-17",
"count": 1
},
{
"date": "2020-12-25",
"count": 1
},
{
"date": "2021-01-22",
"count": 1
},
{
"date": "2021-02-09",
"count": 1
},
{
"date": "2021-02-11",
"count": 1
},
{
"date": "2021-02-17",
"count": 1
},
{
"date": "2021-03-01",
"count": 1
},
{
"date": "2021-03-04",
"count": 1
},
{
"date": "2021-04-30",
"count": 1
},
{
"date": "2021-05-28",
"count": 1
},
{
"date": "2021-06-21",
"count": 1
},
{
"date": "2021-06-28",
"count": 1
},
{
"date": "2021-07-16",
"count": 1
},
{
"date": "2021-08-30",
"count": 1
},
{
"date": "2021-09-13",
"count": 1
},
{
"date": "2021-10-14",
"count": 1
},
{
"date": "2021-10-21",
"count": 2
},
{
"date": "2021-10-26",
"count": 1
},
{
"date": "2021-12-31",
"count": 2
},
{
"date": "2022-01-04",
"count": 1
},
{
"date": "2022-02-04",
"count": 1
},
{
"date": "2022-02-09",
"count": 1
},
{
"date": "2022-03-29",
"count": 1
},
{
"date": "2022-04-04",
"count": 1
},
{
"date": "2022-04-22",
"count": 1
},
{
"date": "2022-05-06",
"count": 1
},
{
"date": "2022-05-19",
"count": 1
},
{
"date": "2022-07-05",
"count": 1
},
{
"date": "2022-07-13",
"count": 1
},
{
"date": "2022-09-07",
"count": 1
},
{
"date": "2022-10-19",
"count": 1
},
{
"date": "2022-10-21",
"count": 2
},
{
"date": "2022-11-22",
"count": 1
},
{
"date": "2023-02-12",
"count": 1
},
{
"date": "2023-03-28",
"count": 1
},
{
"date": "2023-04-05",
"count": 1
},
{
"date": "2023-04-27",
"count": 1
},
{
"date": "2023-05-04",
"count": 1
},
{
"date": "2023-07-17",
"count": 1
},
{
"date": "2023-07-20",
"count": 1
},
{
"date": "2023-09-15",
"count": 1
},
{
"date": "2023-10-08",
"count": 1
},
{
"date": "2023-10-31",
"count": 1
},
{
"date": "2023-11-23",
"count": 1
},
{
"date": "2023-12-20",
"count": 1
},
{
"date": "2024-02-11",
"count": 1
},
{
"date": "2024-03-05",
"count": 1
},
{
"date": "2024-04-10",
"count": 1
},
{
"date": "2024-04-22",
"count": 1
},
{
"date": "2024-04-28",
"count": 1
},
{
"date": "2024-06-08",
"count": 1
},
{
"date": "2024-06-10",
"count": 1
},
{
"date": "2024-09-11",
"count": 1
},
{
"date": "2024-10-14",
"count": 1
},
{
"date": "2024-12-16",
"count": 1
},
{
"date": "2025-01-30",
"count": 1
},
{
"date": "2025-03-01",
"count": 1
},
{
"date": "2025-05-03",
"count": 1
},
{
"date": "2025-06-20",
"count": 1
},
{
"date": "2025-09-20",
"count": 1
},
{
"date": "2025-10-09",
"count": 1
},
{
"date": "2025-12-08",
"count": 1
},
{
"date": "2025-12-14",
"count": 1
},
{
"date": "2026-01-01",
"count": 1
},
{
"date": "2026-02-06",
"count": 1
},
{
"date": "2026-05-12",
"count": 1
}
],
"complete": true,
"collected": 299,
"total_stars": 299
},
"open_issues_and_prs": 19
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"Makefile",
"docs/Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 44304,
"source_files_sampled": 19,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"requirements.txt",
"setup.cfg",
"setup.py"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 4,
"assessed_package": "pypi:pykwalify@1.8.0",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "coverage",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "docopt",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "mock",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ptpdb",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ptpython",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pysnooper",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "python-coveralls",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ruamel-yaml",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "testfixtures",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "tox",
"direct": false,
"version": null,
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 13,
"direct_count": 0,
"indirect_count": 13
}
},
"maintainership": {
"issues": {
"open_prs": 3,
"merged_prs": 39,
"open_issues": 16,
"closed_ratio": 0.875,
"closed_issues": 112,
"closed_unmerged_prs": 28
},
"bus_factor": 1,
"top_contributors": [
{
"type": "User",
"login": "Grokzen",
"commits": 532,
"avatar_url": "https://avatars.githubusercontent.com/u/892309?v=4"
},
{
"type": "User",
"login": "scottclowe",
"commits": 31,
"avatar_url": "https://avatars.githubusercontent.com/u/2891791?v=4"
},
{
"type": "User",
"login": "bneron",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/1140846?v=4"
},
{
"type": "User",
"login": "EliteMasterEric",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/4635334?v=4"
},
{
"type": "User",
"login": "oliparcol",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/194605?v=4"
},
{
"type": "User",
"login": "jmacarthur",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/691227?v=4"
},
{
"type": "User",
"login": "teone",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/3929466?v=4"
},
{
"type": "User",
"login": "swills",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/863202?v=4"
},
{
"type": "User",
"login": "mrab",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/5785741?v=4"
},
{
"type": "User",
"login": "AlexandreDecan",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/4992216?v=4"
}
],
"contributors_sampled": 27,
"top_contributor_share": 0.887
},
"quality_signals": {
"has_ci": false,
"has_tests": true,
"ci_workflows": [],
"has_docs_dir": true,
"linter_configs": [
"tox.ini"
],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [],
"scorecard": null,
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/Grokzen/pykwalify",
"host": "github.com",
"name": "pykwalify",
"owner": "Grokzen"
},
"metrics": {
"overall": {
"key": "overall",
"band": "at_risk",
"name": "Overall health",
"note": null,
"notes": [],
"value": 43,
"inputs": {
"security": 21,
"vitality": 18,
"community": 59,
"governance": 56,
"engineering": 60
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "critical",
"name": "Vitality",
"value": 18,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "critical",
"name": "Development activity",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"commits_last_year": 0,
"human_commit_share": null,
"days_since_last_push": 912,
"active_weeks_last_year": 0
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 912 days ago",
"points": 0,
"status": "missed",
"details": [
{
"code": "push_recency",
"params": {
"days": 912
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "0/52 weeks with commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 0
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "0 commits in the last year",
"points": 0,
"status": "missed",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 0
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "at_risk",
"name": "Release discipline",
"note": null,
"notes": [],
"value": 44,
"inputs": {
"releases_count": 21,
"latest_release_tag": "1.8.0",
"releases_from_tags": false,
"days_since_latest_release": 2028,
"mean_days_between_releases": 221.9
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "21 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 21
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 2028 days ago",
"points": 0,
"status": "missed",
"details": [
{
"code": "release_recency",
"params": {
"days": 2028
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~221.9 days",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 221.9
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 59,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 61,
"inputs": {
"forks": 87,
"stars": 299,
"watchers": 9,
"growth_state": "organic",
"growth_factor_pct": 100
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "299 stars",
"points": 40.1,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 299
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "87 forks",
"points": 16.1,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 87
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "9 watchers",
"points": 5,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 9
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 57,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"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
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 56,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 28,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 27,
"top_contributor_share": 0.887
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 89% of commits",
"points": 2.5,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 89
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "27 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 27
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 74,
"inputs": {
"merged_prs": 39,
"open_issues": 16,
"closed_issues": 112,
"issue_closed_ratio": 0.875,
"closed_unmerged_prs": 28
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "88% of issues closed",
"points": 40.9,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 88
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "39/67 decided PRs merged",
"points": 22.3,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 39,
"decided": 67
}
}
],
"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": "moderate",
"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": 62,
"inputs": {
"followers": 123,
"owner_type": "User",
"is_verified": null,
"owner_login": "Grokzen",
"public_repos": 48,
"account_age_days": 5496
},
"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": "123 followers of Grokzen",
"points": 15.1,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 123,
"login": "Grokzen"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "48 public repos, account ~15 yr old",
"points": 24.3,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 48
}
},
{
"code": "account_age_years",
"params": {
"years": 15
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "moderate",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 69,
"inputs": {
"packages": [
"pykwalify"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 2028
},
"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 2028 days ago",
"points": 4,
"status": "partial",
"details": [
{
"code": "publish_recency",
"params": {
"days": 2028
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "13 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 13
}
}
],
"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": "moderate",
"name": "Engineering Quality",
"value": 60,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_ci": false,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "tox.ini",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "tox.ini"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 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": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [],
"has_wiki": true,
"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": null,
"points": 0,
"status": "missed",
"details": [],
"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": "critical",
"name": "Security",
"value": 21,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "critical",
"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": 1,
"inputs": {
"source": "file_signals",
"lockfiles": [],
"manifests": [
"requirements.txt",
"setup.cfg",
"setup.py"
],
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"components": [
{
"key": "security_policy_security_md",
"name": "Security policy (SECURITY.md)",
"detail": null,
"points": 0,
"status": "missed",
"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": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:pykwalify@1.8.0 runtime dependency closure — what installing the published package pulls in — 4 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:pykwalify@1.8.0",
"assessed": 4
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 4,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 4,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"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": 15
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 43,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"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": "good",
"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": 71,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"Makefile",
"docs/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, docs/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, docs/Makefile"
}
}
],
"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": "tox.ini",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "tox.ini"
}
}
],
"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": null,
"points": 0,
"status": "missed",
"details": [],
"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": [
{
"code": "no_data",
"params": {}
}
],
"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": {
"primary_language": "Python",
"largest_source_bytes": 44304,
"source_files_sampled": 19,
"oversized_source_files": 0
},
"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": "0/19 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 19,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"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": 0,
"status": "missed",
"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 timed out after 240s; skipping Scorecard checks"
],
"report_type": "repository",
"generated_at": "2026-07-21T04:27:39.586676Z",
"schema_version": "0.17.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/Grokzen/pykwalify.svg",
"full_name": "Grokzen/pykwalify",
"license_state": "standard",
"license_spdx": "MIT"
}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 v0.17.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.