Registro público
Informe de salud del softwareesquema 0.26.0 · métricas 1.13.0 · 2026-07-22 01:43 UTC

nipy / nibabel

Python package to access a cacophony of neuro-imaging file formats

PythonLicencia propia★ 781 estrellas⑂ 290 forksdesde jul 2010Ver en GitHub ↗

nipy/nibabel tiene un índice de salud de 80 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Engineering Quality (96/100) y la más baja, AI Readiness (66/100). Se actualizó por última vez hoy. 2 personas concentran la mayor parte del trabajo reciente.

80
global / 100
Bueno

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.

80
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

NIPY developersOrganización
220 seguidores38 repositorios públicosdesde mar 2010

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

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
PyPInibabel5.4.2-48hace 132 días

Métricas por categoría

Vitalidad

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

79Bueno · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
18.7/36Cadencia de commits — 27/52 semanas con commits
18/18Volumen de commits — 283 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year283
human_commit_share0,82
days_since_last_push0
active_weeks_last_year27
Cómo se puntúa
27/27Publica versiones — 46 versiones publicadas
27/36Recencia de las versiones — última versión hace 133 días
12.6/27Cadencia de publicación — una versión cada ~124,7 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count46
latest_release_tag5.4.1
releases_from_tagsno
days_since_latest_release133
mean_days_between_releases124,7
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

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

77Bueno · 18% del índice global
Cómo se puntúa
46.9/60Estrellas — 781 estrellas
20.5/25Forks — 290 forks
8.1/15Observadores — 30 observadores
Datos de entrada utilizados
forks290
stars781
watchers30
growth_stateorganic
growth_factor_pct100
Cómo se puntúa
22.5/22.5README
16.9/22.5Licencia — archivo de licencia presente, no es una licencia reconocida
18/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conduct
has_pull_request_templateno

Sostenibilidad y Gobernanza

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

77Bueno · 24% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
15.3/22.5Distribución de commits — el principal contribuyente firma el 32% de los commits
13.5/13.5Amplitud de contribuyentes — 98 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 107 contributing companies or organizations
Datos de entrada utilizados
bus_factor2
contributors_sampled98
top_contributor_share0,32
Cómo se puntúa
36.9/46.8Resolución de issues — 79% de issues cerradas
32.9/38.3Aceptación de PR — 798/929 PR decididos fusionados
10.5/15OpenSSF Scorecard: Code-Review — Found 7/9 approved changesets -- score normalized to 7
Datos de entrada utilizados
merged_prs798
open_issues116
closed_issues433
issue_closed_ratio0,789
closed_unmerged_prs131
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
16.9/25Alcance del propietario — 220 seguidores de nipy
23.6/25Trayectoria — 38 repos públicos, cuenta de ~16 años
Datos de entrada utilizados
followers220
owner_typeOrganization
is_verified
owner_loginnipy
public_repos38
account_age_days5957
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 132 días
20/20Historial de versiones — 48 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesnibabel
ecosystemspypi
any_deprecatedno
min_days_since_publish132

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

96Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 4 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — tox.ini
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 17 out of 17 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

Documentación

100Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — http://nipy.org/nibabel/
10/10Descripción del repositorio
10/10Topics — 14 topics
10/10Wiki
Datos de entrada utilizados
topicspython, neuroimaging, brain-imaging, nifti, gifti, cifti-2, streamlines, data-formats, dicom, tck, trk, afni-brik-head, ecat, minc
has_wiki
homepagehttp://nipy.org/nibabel/
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?

69Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
2.5/2.5CI-Tests — 17 out of 17 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
5.2/7.5Code-Review — Found 7/9 approved changesets -- score normalized to 7
2.5/2.5Contributors — project has 107 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 15 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6,1
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, signed_releases. Los pesos restantes se han renormalizado.
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
25/25Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories0
affected_packages0
assessed_packages2
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:nibabel@5.4.2 —lo que arrastra la instalación del paquete publicado—: 2 paquetes. No se analiza la alcanzabilidad.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? 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.

66Moderado · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
39.7/40Historial de commits legible — 61 de 82 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,744
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — Makefile, doc/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — tox.ini
11/11Verificación estática de tipos — nibabel/py.typed
10/10Entorno reproducible — lockfile
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
8/8Mantenimiento automatizado — 15 de los últimos 100 commits son actualizaciones automáticas de dependencias
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Datos de entrada utilizados
has_nixno
has_tests
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_filesMakefile, doc/Makefile
has_devcontainerno
has_linter_config
typecheck_configsnibabel/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0,15
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (nibabel/py.typed)
54.3/55Tamaños de archivo manejables — 3/245 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes95.350
source_files_sampled245
oversized_source_files3
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — notebooks
Datos de entrada utilizados
example_dirsnotebooks
has_mcp_signalno
api_schema_files

Datos clave

781estrellas de GitHub
98contribuidores
283commits en los últimos 12 meses
0días desde el último push
46versiones publicadas
2factor bus
116issues abiertas
PyPIecosistemas de paquetes

Más detalle

Historial de estrellas y forks 781 ★ / 290 ⇿
781Estrellas
290Forks
46Versiones

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.

0200400600800781282242010-072018-072026-07
Mayor 5Menor 14Parche 24

Cada punto abarca 15 días.

OpenSSF Scorecard 6.1 / 10
6.1agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-22 01:42 UTC

10Binary-Artifactsno binaries found in the repo
n/dBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests17 out of 17 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 7/9 approved changesets -- score normalized to 7
10Contributorsproject has 107 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities15 existing vulnerabilities detected
Dependencias directas 4
RegistroPaqueteRestricción de versiónManifiesto
PyPInumpy>=1.25pyproject.toml
PyPIpackaging>=20pyproject.toml
PyPIimportlib_resources>=5.12pyproject.toml
PyPItyping_extensions>=4.6pyproject.toml
Todas las dependencias 92

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 5 paquetes directos y 87 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIimportlib-resources7.1.0directa
PyPInumpy2.2.6directa
PyPInumpy2.4.4directa
PyPIpackaging26.2directa
PyPItyping-extensions4.15.0directa
PyPIaccessible-pygments0.0.5indirecta
PyPIalabaster1.0.0indirecta
PyPIast-serialize0.4.0indirecta
PyPIbabel2.18.0indirecta
PyPIbackports-zstd1.5.0indirecta
PyPIbeautifulsoup44.14.3indirecta
PyPIcachetools7.1.1indirecta
PyPIcertifi2026.4.22indirecta
PyPIcfgv3.5.0indirecta
PyPIcharset-normalizer3.4.7indirecta
PyPIcolorama0.4.6indirecta
PyPIcontourpy1.3.2indirecta
PyPIcontourpy1.3.3indirecta
PyPIcoverage7.14.0indirecta
PyPIcycler0.12.1indirecta
PyPIdistlib0.4.0indirecta
PyPIdocutils0.21.2indirecta
PyPIdocutils0.22.4indirecta
PyPIexceptiongroup1.3.1indirecta
PyPIexecnet2.1.2indirecta
PyPIfilelock3.29.0indirecta
PyPIfonttools4.63.0indirecta
PyPIh5py3.16.0indirecta
PyPIidentify2.6.19indirecta
PyPIidna3.15indirecta
PyPIimagesize2.0.0indirecta
PyPIindexed-gzip1.10.3indirecta
PyPIiniconfig2.3.0indirecta
PyPIjinja23.1.6indirecta
PyPIkiwisolver1.5.0indirecta
PyPIlibrt0.11.0indirecta
PyPImarkupsafe3.0.3indirecta
PyPImatplotlib3.10.9indirecta
PyPImypy2.1.0indirecta
PyPImypy-extensions1.1.0indirecta
PyPInodeenv1.10.0indirecta
PyPInumpydoc1.10.0indirecta
PyPIpathspec1.1.1indirecta
PyPIpillow12.2.0indirecta
PyPIplatformdirs4.9.6indirecta
PyPIpluggy1.6.0indirecta
PyPIpre-commit4.6.0indirecta
PyPIpre-commit-uv4.2.1indirecta
PyPIpydata-sphinx-theme0.19.0indirecta
PyPIpydicom3.0.2indirecta
PyPIpygments2.20.0indirecta
PyPIpyparsing3.3.2indirecta
PyPIpyproject-api1.10.0indirecta
PyPIpytest9.1.0indirecta
PyPIpytest-cov7.1.0indirecta
PyPIpytest-doctestplus1.7.1indirecta
PyPIpytest-httpserver1.1.5indirecta
PyPIpytest-run-parallel0.9.1indirecta
PyPIpytest-xdist3.8.0indirecta
PyPIpython-dateutil2.9.0.post0indirecta
PyPIpython-discovery1.3.1indirecta
PyPIpyyaml6.0.3indirecta
PyPIrequests2.34.2indirecta
PyPIroman-numerals4.1.0indirecta
PyPIscipy1.15.3indirecta
PyPIscipy1.17.1indirecta
PyPIsix1.17.0indirecta
PyPIsnowballstemmer3.0.1indirecta
PyPIsoupsieve2.8.3indirecta
PyPIsphinx8.1.3indirecta
PyPIsphinx9.0.4indirecta
PyPIsphinx9.1.0indirecta
PyPIsphinx-copybutton0.5.2indirecta
PyPIsphinx-design0.6.1indirecta
PyPIsphinx-design0.7.0indirecta
PyPIsphinxcontrib-applehelp2.0.0indirecta
PyPIsphinxcontrib-devhelp2.0.0indirecta
PyPIsphinxcontrib-htmlhelp2.1.0indirecta
PyPIsphinxcontrib-jsmath1.0.1indirecta
PyPIsphinxcontrib-qthelp2.0.0indirecta
PyPIsphinxcontrib-serializinghtml2.0.0indirecta
PyPItexext0.6.8indirecta
PyPItomli2.4.1indirecta
PyPItomli-w1.2.0indirecta
PyPItox4.55.1indirecta
PyPItox-uv1.35.2indirecta
PyPItox-uv-bare1.35.2indirecta
PyPItypes-pillow10.2.0.20240822indirecta
PyPIurllib32.7.0indirecta
PyPIuv0.11.15indirecta
PyPIvirtualenv21.3.3indirecta
PyPIwerkzeug3.1.8indirecta
Avisos de dependencias 0

Instalar pypi:nibabel@5.4.2 arrastra 2 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.

Informe JSON sin procesar legible por máquina
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  "data": {
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        {
          "tag": "5.4.0",
          "kind": "minor",
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        {
          "tag": "5.3.3",
          "kind": "patch",
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          "tag": "5.3.2",
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          "published_at": "2025-12-05T18:17:39Z"
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        {
          "tag": "5.3.1",
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          "tag": "5.3.0",
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        {
          "tag": "5.2.1",
          "kind": "patch",
          "published_at": "2024-02-27T04:17:30Z"
        },
        {
          "tag": "5.2.0",
          "kind": "minor",
          "published_at": "2023-12-12T14:28:42Z"
        },
        {
          "tag": "5.1.0",
          "kind": "minor",
          "published_at": "2023-04-03T14:58:34Z"
        },
        {
          "tag": "5.0.1",
          "kind": "patch",
          "published_at": "2023-02-12T17:46:06Z"
        },
        {
          "tag": "5.0.0",
          "kind": "major",
          "published_at": "2023-01-09T16:08:32Z"
        },
        {
          "tag": "4.0.0",
          "kind": "major",
          "published_at": "2022-06-17T23:19:01Z"
        },
        {
          "tag": "4.0.0rc0",
          "kind": "other",
          "published_at": "2022-06-06T14:23:45Z"
        },
        {
          "tag": "3.2.2",
          "kind": "patch",
          "published_at": "2022-06-06T14:21:44Z"
        },
        {
          "tag": "3.2.1",
          "kind": "patch",
          "published_at": "2020-11-28T22:19:50Z"
        },
        {
          "tag": "3.2.0",
          "kind": "minor",
          "published_at": "2020-10-20T13:34:15Z"
        },
        {
          "tag": "3.1.1",
          "kind": "patch",
          "published_at": "2020-06-30T16:51:21Z"
        },
        {
          "tag": "3.1.0",
          "kind": "minor",
          "published_at": "2020-04-20T13:15:59Z"
        },
        {
          "tag": "2.5.2",
          "kind": "patch",
          "published_at": "2020-04-08T20:43:20Z"
        },
        {
          "tag": "3.0.2",
          "kind": "patch",
          "published_at": "2020-03-09T14:17:32Z"
        },
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          "is_bot": false,
          "headline": "Use well-known labels",
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          "headline": "Merge pull request #1504 from nipy/pre-commit-ci-update-config",
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          "headline": "[pre-commit.ci] pre-commit autoupdate",
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          "body": "Bumps the python group with 7 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [packaging](https://github.com/pypa/packaging) | `26.0` | `26.1` |\n| [pillow](https://github.com/python-pillow/Pillow) | `12.1.1` | `12.2.0` |\n| [pytest](https://github.com/pytest-dev/pytest) | `9.0.2` | `9.0.3` |\n\n[…]\n: mypy\n  dependency-version: 1.20.1\n  dependency-type: direct:development\n  update-type: version-update:semver-minor\n  dependency-group: python\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.0.0 to 8.1.0.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/cec208311dfd045dd5311c1add060b2062131d57...08807647e7069bb48b6ef5acd8ec9567f424441b)\n\n---\n[…]\ndependency-name: astral-sh/setup-uv\n  dependency-version: 8.1.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "body": "Bumps the actions-infrastructure group with 1 update: [actions/upload-artifact](https://github.com/actions/upload-artifact).\n\n\nUpdates `actions/upload-artifact` from 7.0.0 to 7.0.1\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-ar\n[…]\ndency-version: 7.0.1\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n  dependency-group: actions-infrastructure\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "author_name": "Kabilar Gunalan",
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          "author_name": "Kabilar Gunalan",
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          "headline": "TST: more multiorientation multiframe unit tests",
          "author_name": "Michael Krause",
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          "body_truncated": false,
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          "headline": "TST: multiorientation multiframe extract all",
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        },
        {
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          "body": "Enhanced DICOMs with multiple stacks sharing the same Stack ID should be\ngrouped together, even if the orientations of the stacks don't match and\nit's unintuitive to do so. Happened first on Siemens XA60 localizers.\n\nRelevant spec:\n\nhttps://dicom.nema.org/medical/dicom/2025d/output/chtml/part03/sect_C.7.6.16.2.html`",
          "is_bot": false,
          "headline": "TST: multiorientation multiframe localizer",
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          "author_login": "octomike",
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          "oid": "57e7d4eccdc3b372877177f314dbdcdf38a5fb0f",
          "body": "Some vendors produce enhanced DICOMs with frame groups of different\norientations sharing the same Stack ID.\n\nThis filter groups frames by orientation and returns only the frames of\nthe first logical stack.\n\nRelevant for #1392",
          "is_bot": false,
          "headline": "ENH: Multi frame filter to handle stack with multiple orientations",
          "author_name": "Michael Krause",
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          "headline": "Merge pull request #1499 from DimitriPapadopoulos/typos",
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          "author_login": "effigies",
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          "headline": "NF: adds ubuntu-<version>-arm support for tox unittests in gh actions",
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          "body": "Add CITATION.cff generated from .zenodo.json",
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          "headline": "Merge pull request #1494 from effigies/citation-cff",
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          "headline": "chore: update CITATION.cff authors from git shortlog",
          "author_name": "Christopher J. Markiewicz",
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          "body": "Companion to prep_zenodo.py that maintains the CITATION.cff author list\nfrom git shortlog commit counts. Also syncs the description field from\npyproject.toml.",
          "is_bot": false,
          "headline": "feat: add prep_citation_cff.py for CITATION.cff author management",
          "author_name": "Christopher J. Markiewicz",
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          "headline": "Add CITATION.cff generated from .zenodo.json",
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          "headline": "Merge remote-tracking branches 'upstream/dependabot/uv/pygments-2.20.…",
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          "body": "Bumps [pygments](https://github.com/pygments/pygments) from 2.19.2 to 2.20.0.\n- [Release notes](https://github.com/pygments/pygments/releases)\n- [Changelog](https://github.com/pygments/pygments/blob/master/CHANGES)\n- [Commits](https://github.com/pygments/pygments/compare/2.19.2...2.20.0)\n\n---\nupdated-dependencies:\n- dependency-name: pygments\n  dependency-version: 2.20.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
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          "is_bot": false,
          "headline": "Merge pull request #1491 from nipy/dependabot/github_actions/actions-…",
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          "headline": "Merge pull request #1493 from nipy/pre-commit-ci-update-config",
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          "body": "Bumps the python group with 2 updates: [tox](https://github.com/tox-dev/tox) and [tox-uv](https://github.com/tox-dev/tox-uv).\n\n\nUpdates `tox` from 4.48.1 to 4.50.0\n- [Release notes](https://github.com/tox-dev/tox/releases)\n- [Changelog](https://github.com/tox-dev/tox/blob/main/docs/changelog.rst)\n- \n[…]\ntox-uv\n  dependency-version: 1.33.4\n  dependency-type: direct:development\n  update-type: version-update:semver-patch\n  dependency-group: python\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "body": "Bumps the actions-infrastructure group with 2 updates: [actions/upload-artifact](https://github.com/actions/upload-artifact) and [actions/download-artifact](https://github.com/actions/download-artifact).\n\n\nUpdates `actions/upload-artifact` from 6 to 7\n- [Release notes](https://github.com/actions/upl\n[…]\nendency-version: '8'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n  dependency-group: actions-infrastructure\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "79% of issues closed",
                "points": 36.9,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 79
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "798/929 decided PRs merged",
                "points": 32.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 798,
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                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 7/9 approved changesets -- score normalized to 7",
                "points": 10.5,
                "status": "partial",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "followers": 220,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "nipy",
              "public_repos": 38,
              "account_age_days": 5957
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "220 followers of nipy",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 220,
                      "login": "nipy"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "38 public repos, account ~16 yr old",
                "points": 23.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 38
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 16
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                  }
                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "nibabel"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 132
            },
            "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"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 132 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
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                      "days": 132
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "48 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 48
                    }
                  }
                ],
                "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
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 96,
        "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
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
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                  }
                ],
                "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"
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                ],
                "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": "17 out of 17 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "python",
                "neuroimaging",
                "brain-imaging",
                "nifti",
                "gifti",
                "cifti-2",
                "streamlines",
                "data-formats",
                "dicom",
                "tck",
                "trk",
                "afni-brik-head",
                "ecat",
                "minc"
              ],
              "has_wiki": true,
              "homepage": "http://nipy.org/nibabel/",
              "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": "http://nipy.org/nibabel/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "14 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 14
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                  }
                ],
                "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": "moderate",
        "name": "Security",
        "value": 69,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 6.1
            },
            "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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "17 out of 17 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 7/9 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 107 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 1 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": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "15 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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:nibabel@5.4.2 runtime dependency closure — what installing the published package pulls in — 2 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:nibabel@5.4.2",
                  "assessed": 2
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 2,
              "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": 2,
              "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"
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              "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
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 66,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
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              "legible_history_share": 0.744,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
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                    "code": "no_agent_instructions",
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                ],
                "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": "61 of 82 human commits state their intent (structured subject or explanatory body)",
                "points": 39.7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 61,
                      "sampled": 82
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                  }
                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "has_nix": false,
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              "lockfiles": [
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              "has_dockerfile": false,
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              "bootstrap_files": [
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
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              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.15
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, doc/Makefile",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "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"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "nibabel/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "nibabel/py.typed"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
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}

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 v0.26.0 — metodología completa · wiki de métricas.

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