Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-28 15:22 UTC

elijah-mullens / paddle

Python Atmospheric Dynamics: Discovering and Learning about Exoplanets. An open-source, user-friendly python version of canoe.

PythonMIT★ 1 estrella⑂ 1 forkdesde oct 2025Ver en GitHub ↗

elijah-mullens/paddle tiene un índice de salud de 64 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Engineering Quality (86/100) y la más baja, Community & Adoption (37/100). Se actualizó por última vez hace 12 días. 2 personas concentran la mayor parte del trabajo reciente.

64
global / 100
Moderado

Índice de salud del software

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

64
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

Elijah MullensCuenta personal
1 seguidor4 repositorios públicosdesde ago 2022

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

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
PyPIpaddle1.3.1149.15744hace 12 días

Métricas por categoría

Vitalidad

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

83Bueno · 22% del índice global
Cómo se puntúa
28.8/36Recencia de push — último push hace 12 días
14.5/36Cadencia de commits — 21/52 semanas con commits
18/18Volumen de commits — 139 commits en el último año
10/10OpenSSF Scorecard: Maintained — 25 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year139
human_commit_share0,68
days_since_last_push12
active_weeks_last_year21
Cómo se puntúa
27/27Publica versiones — 38 versiones publicadas
36/36Recencia de las versiones — última versión hace 12 días
27/27Cadencia de publicación — una versión cada ~5,3 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count38
latest_release_tagv1.3.11
releases_from_tagsno
days_since_latest_release12
mean_days_between_releases5,3
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?

37En riesgo · 18% del índice global
Cómo se puntúa
0/60Estrellas — 1 estrellas
0/25Forks — 1 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks1
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
Cómo se puntúa
62.6/80Descargas mensuales — 49.157 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagespaddle
dependents
ecosystemspypi
total_downloads
monthly_downloads49.157
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

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

56Moderado · 24% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
12.3/22.5Distribución de commits — el principal contribuyente firma el 45% de los commits
6.8/13.5Amplitud de contribuyentes — 5 contribuyentes
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Datos de entrada utilizados
bus_factor2
contributors_sampled5
top_contributor_share0,454
Cómo se puntúa
23.4/46.8Resolución de issues — 50% de issues cerradas
37.3/38.3Aceptación de PR — 40/41 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 1/28 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs40
open_issues1
closed_issues1
issue_closed_ratio0,5
closed_unmerged_prs1
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
2.2/25Alcance del propietario — 1 seguidores de elijah-mullens
13.1/25Trayectoria — 4 repos públicos, cuenta de ~3 años
Datos de entrada utilizados
followers1
owner_typeUser
is_verified
owner_loginelijah-mullens
public_repos4
account_age_days1456
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 12 días
20/20Historial de versiones — 44 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagespaddle
ecosystemspypi
any_deprecatedno
min_days_since_publish12

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

86Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 2 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config
Cómo se puntúa
30/30README
25/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics
has_wiki
homepage
has_readme
has_docs_dir
has_description

Seguridad

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

54Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/28 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 25 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
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
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4,2
Excluidos de la puntuación (sin datos o no aplicable): 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_packages16
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:paddle@1.3.11 —lo que arrastra la instalación del paquete publicado—: 16 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.

46En riesgo · 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)
25.1/40Historial de commits legible — 32 de 68 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,471
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato
0/11Verificación estática de tipos
10/10Entorno reproducible — Dockerfile
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfiles
has_dockerfile
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
55/55Tamaños de archivo manejables — 0/54 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes27.028
source_files_sampled54
oversized_source_files0
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

1estrellas de GitHub
5contribuidores
139commits en los últimos 12 meses
12días desde el último push
38versiones publicadas
2factor bus
1issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Más detalle

OpenSSF Scorecard 4.2 / 10
4.2agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-28 15:22 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/28 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained25 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
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
8Vulnerabilities2 existing vulnerabilities detected
Dependencias directas 5
RegistroPaqueteRestricción de versiónManifiesto
PyPItorch>=2.6.0pyproject.toml
PyPIsnapypyproject.toml
PyPIscipypyproject.toml
PyPInetCDF4pyproject.toml
PyPIrich>=13pyproject.toml
Todas las dependencias no recopilado

No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Avisos de dependencias 0

Instalar pypi:paddle@1.3.11 arrastra 16 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
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 9923,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Lua": 3345,
        "Shell": 11217,
        "Python": 259929,
        "Makefile": 5088,
        "Dockerfile": 4390
      },
      "pushed_at": "2026-07-16T02:27:48Z",
      "created_at": "2025-10-24T15:47:17Z",
      "owner_type": "User",
      "updated_at": "2026-07-16T02:27:52Z",
      "description": "Python Atmospheric Dynamics: Discovering and Learning about Exoplanets. An open-source, user-friendly python version of canoe. ",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Elijah Mullens",
      "type": "User",
      "login": "elijah-mullens",
      "company": null,
      "location": null,
      "followers": 1,
      "avatar_url": "https://avatars.githubusercontent.com/u/110417762?v=4",
      "created_at": "2022-08-01T17:35:24Z",
      "is_verified": null,
      "public_repos": 4,
      "account_age_days": 1456
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.3.11",
          "kind": "patch",
          "published_at": "2026-07-16T02:28:07Z"
        },
        {
          "tag": "v1.3.10",
          "kind": "patch",
          "published_at": "2026-07-15T14:05:19Z"
        },
        {
          "tag": "v1.3.9",
          "kind": "patch",
          "published_at": "2026-07-03T17:32:35Z"
        },
        {
          "tag": "v1.3.8",
          "kind": "patch",
          "published_at": "2026-06-27T04:44:24Z"
        },
        {
          "tag": "v1.3.7",
          "kind": "patch",
          "published_at": "2026-06-13T11:19:02Z"
        },
        {
          "tag": "v1.3.6",
          "kind": "patch",
          "published_at": "2026-06-09T17:59:33Z"
        },
        {
          "tag": "v1.3.5",
          "kind": "patch",
          "published_at": "2026-06-07T16:00:59Z"
        },
        {
          "tag": "v1.3.4",
          "kind": "patch",
          "published_at": "2026-06-06T20:40:44Z"
        },
        {
          "tag": "v1.3.3",
          "kind": "patch",
          "published_at": "2026-06-06T16:30:44Z"
        },
        {
          "tag": "v1.3.2",
          "kind": "patch",
          "published_at": "2026-05-29T13:01:46Z"
        },
        {
          "tag": "v1.3.1",
          "kind": "patch",
          "published_at": "2026-05-29T00:14:25Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2026-03-16T18:16:30Z"
        },
        {
          "tag": "v1.2.14",
          "kind": "patch",
          "published_at": "2026-03-11T17:22:34Z"
        },
        {
          "tag": "v1.2.13",
          "kind": "patch",
          "published_at": "2026-03-11T03:49:32Z"
        },
        {
          "tag": "v1.2.12",
          "kind": "patch",
          "published_at": "2026-03-05T23:08:42Z"
        },
        {
          "tag": "v1.2.11",
          "kind": "patch",
          "published_at": "2026-03-02T13:23:52Z"
        },
        {
          "tag": "v1.2.10",
          "kind": "patch",
          "published_at": "2026-03-01T14:38:54Z"
        },
        {
          "tag": "v1.2.9",
          "kind": "patch",
          "published_at": "2026-03-01T14:22:51Z"
        },
        {
          "tag": "v1.2.8",
          "kind": "patch",
          "published_at": "2026-02-27T19:21:39Z"
        },
        {
          "tag": "v1.2.7",
          "kind": "patch",
          "published_at": "2026-02-19T03:02:54Z"
        },
        {
          "tag": "v1.2.6",
          "kind": "patch",
          "published_at": "2026-02-18T05:04:37Z"
        },
        {
          "tag": "v1.2.5",
          "kind": "patch",
          "published_at": "2026-02-17T18:16:00Z"
        },
        {
          "tag": "v1.2.4",
          "kind": "patch",
          "published_at": "2026-02-04T00:08:46Z"
        },
        {
          "tag": "v1.2.3",
          "kind": "patch",
          "published_at": "2026-01-31T15:39:34Z"
        },
        {
          "tag": "v1.2.2",
          "kind": "patch",
          "published_at": "2026-01-31T15:17:44Z"
        },
        {
          "tag": "v1.2.1",
          "kind": "patch",
          "published_at": "2026-01-02T16:32:19Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2025-12-02T14:46:27Z"
        },
        {
          "tag": "v1.1.16",
          "kind": "patch",
          "published_at": "2025-12-02T04:47:44Z"
        },
        {
          "tag": "v1.1.15",
          "kind": "patch",
          "published_at": "2025-11-24T21:11:20Z"
        },
        {
          "tag": "v1.1.14",
          "kind": "patch",
          "published_at": "2025-11-23T16:54:47Z"
        },
        {
          "tag": "v1.1.13",
          "kind": "patch",
          "published_at": "2025-11-23T16:17:47Z"
        },
        {
          "tag": "v1.1.12",
          "kind": "patch",
          "published_at": "2025-11-23T14:59:14Z"
        },
        {
          "tag": "v1.1.11",
          "kind": "patch",
          "published_at": "2025-11-19T01:28:36Z"
        },
        {
          "tag": "v1.1.10",
          "kind": "patch",
          "published_at": "2025-11-16T05:07:56Z"
        },
        {
          "tag": "v1.1.9",
          "kind": "patch",
          "published_at": "2025-11-14T04:49:26Z"
        },
        {
          "tag": "v1.1.8",
          "kind": "patch",
          "published_at": "2025-11-14T03:14:40Z"
        },
        {
          "tag": "v1.1.7",
          "kind": "patch",
          "published_at": "2025-11-12T03:38:19Z"
        },
        {
          "tag": "v1.1.6",
          "kind": "patch",
          "published_at": "2025-11-12T02:22:55Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "02b2c3be9350a5e92cb40a74d3805edab850fafd",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.10 → 1.3.11",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-16T02:27:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b9f6131f951a1df5d8ccc1cf0ad347dc4e7b85b",
          "body": "- simplify distributed treatment\n- default backend is gloo (Mac), ucx (Linux) and cpu\n- override with DEVICE=cuda",
          "is_bot": false,
          "headline": "Revise dist (#42)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-07-16T02:27:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0581f262903d0629cff9e228ce60ae291bdc82ed",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.9 → 1.3.10",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-15T14:04:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ea95a18f8ba806579e168500a27744c8aca4c32",
          "body": "Fix ExoCubed benchmark face initialization in exo3-benchmark .py scripts. Additionally, snapy requirement updated to 2.7.4 from 2.7.0 for the W92 test.",
          "is_bot": false,
          "headline": "Merge pull request #41 from elijah-mullens/fix/exocubed-w92-physics",
          "author_name": "Elijah Mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-07-15T14:04:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "177c5ad9d427fcbb483c8a51ad8607d44edb5321",
          "body": null,
          "is_bot": false,
          "headline": "Update pyproject.toml",
          "author_name": "Sihe Chen",
          "author_login": "cshsgy",
          "committed_at": "2026-07-15T07:29:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe992b1f01c54046d25fc3a2db70075adb3ccd7c",
          "body": null,
          "is_bot": false,
          "headline": "Fix ExoCubed benchmark face initialization",
          "author_name": "sam",
          "author_login": "FirstQuadrantSam",
          "committed_at": "2026-07-15T07:25:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd4fe021a10df85d80b3a7c6f4be60f3f8bba7d0",
          "body": null,
          "is_bot": false,
          "headline": "Fixing shallow splash",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-07-08T14:00:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6acef45492ff28ba92025d0f4a54460d7120f02d",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.8 → 1.3.9",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-03T17:32:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3112c135fc911a4a1e26b298bd55381519cf6de6",
          "body": null,
          "is_bot": false,
          "headline": "Add UCX backend and more examples (#39)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-07-03T17:31:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "380fc660ecac81594600c93184fa0595eb9f5363",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.7 → 1.3.8",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-27T04:44:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "968836a19d3c986b8b9ad95d61496d2f7a67f025",
          "body": null,
          "is_bot": false,
          "headline": "Add restart and use ucx (#38)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-06-27T04:43:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3bda65d27f9e5ece835337e17ee0d6cd8be9fbf6",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.6 → 1.3.7",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-13T11:18:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2d3a54ebacc83ae82d60b9d1397e434922fd436",
          "body": "Add paddle refine CONFIG INPUT OUTPUT and paddle coarsen CONFIG INPUT OUTPUT for horizontal-only Snapy restart resizing. Infer Cartesian or cubed-sphere topology and decomposition from CONFIG, preserve block count, vertical resolution, metadata, names, and dtypes, and write outputs atomically.\n\nRefi\n[…]\nng horizontal resize, derive argparse program names from each entry point, and avoid wrapper import shadowing. Apply the repository Black formatting required by pre-commit and add regression coverage.",
          "is_bot": false,
          "headline": "Refine restart (#37)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-06-13T11:18:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e867edf1b29218906d51d5e06e76abef682fbda4",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.5 → 1.3.6",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-09T17:59:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "56685d37b8d1ae8487554e7b11b0c26c036646ef",
          "body": "Rename the existing cs-collapse command, module, API, and project script to cs-shrink so the operation is paired clearly with the new inverse cs-expand command.\n\nGeneralize shrink_cubed_sphere_restart from any contiguous 6*N^2 restart bundle to six face blocks. Infer N from the bundle entry count, r\n[…]\n.\n\nAdd focused coverage for N=1, N=2, and N=3 shrinking, Snapy Morton ordering, internal ghost removal, invalid block counts, expansion validation, output rank ordering, and expand/shrink round trips.",
          "is_bot": false,
          "headline": "Generalize cubed-sphere shrink and add expand (#36)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-06-09T17:58:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1bec38263530ec4c261087ca864674542bedc7b7",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.4 → 1.3.5",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-07T16:00:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7e64e02b0629b92ae667e8ada660ed811bd189e",
          "body": "Introduce paddle cs-collapse to convert SNAPY_RESTART_BUNDLE_V1 restarts from the 24-block nb2=nb3=2 layout into six face-major nb2=nb3=1 blocks.\n\nRun one worker process per cubed-sphere face, preserve exterior ghost zones, remove internal tile ghosts, validate tensor schemas and shared metadata, an\n[…]\nr the command in the Paddle dispatcher and project scripts, use lazy subcommand imports, and add synthetic coverage for stitching, metadata validation, source preservation, and non-overwrite behavior.",
          "is_bot": false,
          "headline": "Add parallel cubed-sphere restart collapse CLI (#35)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-06-07T16:00:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "62f8736da7ae6d92bdf8a303722f9d3f751a1225",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.3 → 1.3.4",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-06T20:40:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "943270e9eac4829dde82e6d9b195cf96c81b593f",
          "body": "Add a native 'paddle submit HOST -- COMMAND...' subcommand for launching detached jobs on explicitly selected machines from the configured nodelist.\n\nValidate host membership, preserve literal command arguments with safe shell quoting, launch jobs through passwordless SSH and nohup, and report the g\n[…]\nsts for foreground output, remote background receipts and failures, interrupts, unresponsive SSH cleanup, escaped descendants, repeated transfers, binary contents, permissions, and overwrite behavior.",
          "is_bot": false,
          "headline": "Add remote submit (#34)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-06-06T20:40:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "37431627f380ac224f0fd4dfd04137b8910be157",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.2 → 1.3.3",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-06T16:30:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5754feb4528f9c1bf38081abce8646fe1752d817",
          "body": "Add a native 'paddle monitor' subcommand that reads SSH aliases from a user-defined nodelist and probes hosts concurrently.\n\nCollect CPU utilization and top processes, NVIDIA GPU utilization and process ownership, and local persistent disk usage. Support Rich snapshot and watch displays, JSON output\n[…]\nest that fails if host collection becomes serialized.\n\nThe collector continues to use ThreadPoolExecutor with up to 32 simultaneous SSH probes while preserving nodelist order in the returned snapshot.",
          "is_bot": false,
          "headline": "Add monitor API (#33)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-06-06T16:29:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a7fe60b55310af41a3ce85696e854214c03ac082",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.1 → 1.3.2",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-05-29T13:00:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1bd59abc12c914ab32844bd7580f952bc899c478",
          "body": null,
          "is_bot": false,
          "headline": "Use DEVICE_ID to select device (#32)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-05-29T13:00:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d0b65efcac54250b9451d01f6036e0d77c8662e",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.3.0 → 1.3.1",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-05-29T00:14:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4f615a802edadb957865f9795a42508dad4d116",
          "body": null,
          "is_bot": false,
          "headline": "Add functions for GCM runs (#31)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-05-29T00:13:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4fc38c935f7c1fa53d6a056425d2ee53df1d167",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.14 → 1.3.0",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-16T18:16:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d34e0973325203160bcf701ad04aaaf72a72c9e",
          "body": null,
          "is_bot": false,
          "headline": "[#minor] Upgrade to use snapy2.1.4 (#30)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-03-16T18:15:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b92653f8156367a08b29c961191618a564c5de4",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.13 → 1.2.14",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-11T17:22:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c061919f293a767f4161a60f18853074f4eac36c",
          "body": null,
          "is_bot": false,
          "headline": "Add two-stream RT subroutines (#29)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-03-11T17:21:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2528ee6956b084421fb27c64f9469a9ebdb3e3d",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.12 → 1.2.13",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-11T03:49:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c96e954ed522a8e2b650f7f5b55cc308a498f293",
          "body": "* Add cubed-sphere to lat-lon remapper\n\n* Fix paddle module entrypoint\n\n* Fix Snapy to Tempest face ordering\n\n* Fix remapped latitude ordering\n\n* Label remapped x1 as altitude\n\n* Emit CF-compliant altitude coordinate\n\n* Preserve source variable metadata\n\n* Add remapping README\n\n* Remove remap coordinates attributes\n\n* Update ignore",
          "is_bot": false,
          "headline": "Add cubed sphere remap (#28)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-03-11T03:48:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a5b057da95b92bfa44ca12a29d6ab936d4b5403",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.11 → 1.2.12",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-05T23:08:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81458d088f80e4a7d99fa0f775d5690e88fdd4c8",
          "body": null,
          "is_bot": false,
          "headline": "Add grey opacity implementation (#27)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-03-05T22:55:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78736944859219fb57ad550761ab221618eb245d",
          "body": null,
          "is_bot": false,
          "headline": "Edits to splash and straka, and draft of splash part 4",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-03-02T18:26:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9aa8d546fe36533b6dc272ca7d704c383768f7ec",
          "body": null,
          "is_bot": false,
          "headline": "Draft of shallow splash part 3",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-03-02T17:26:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a860bf9b11cc0a2936ff7d078ba3ddddd13e01fe",
          "body": null,
          "is_bot": false,
          "headline": "Added change to Cuda check to tutorial scripts",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-03-02T16:44:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd46f028ea573ecbd34b4ab7382d0919e0174b28",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.10 → 1.2.11",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-02T13:23:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70b89f1bdf0a3622573150dca2e134e55076216f",
          "body": null,
          "is_bot": false,
          "headline": "Add Lux build (#26)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-03-02T13:23:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "191ee5338d8812b3f26038ff071f3c473261cf88",
          "body": null,
          "is_bot": false,
          "headline": "Organization of tutorial directories",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-03-01T18:04:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "295349e5d55addf7abf09b72071af62e9ef54166",
          "body": null,
          "is_bot": false,
          "headline": "Small update to directories",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-03-01T15:40:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "721ca1cfc9020b674a0ae5db143aa75a3b285bb1",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.9 → 1.2.10",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-01T14:38:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "800687a33c4ed9993da28f7e737206299314ebf0",
          "body": "- pyharp 1.9.4 fixed toon solver on cpu and cuda",
          "is_bot": false,
          "headline": "Update package version (#25)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-03-01T14:38:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27d62d70cf280447710dd1a5eb5e14142db6fd44",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.8 → 1.2.9",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-01T14:22:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f3cdf83c86b87bbe7ebfc0770da918b3914d460",
          "body": null,
          "is_bot": false,
          "headline": "Use snapy140 (#24)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-03-01T14:22:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "afbfeb3b778e2471a17b01da68886898521ac15a",
          "body": null,
          "is_bot": false,
          "headline": "Draft of Splash Part 2",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-27T21:16:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "977373781702e79f0f8f4baf7f520fd5e813a50d",
          "body": null,
          "is_bot": false,
          "headline": "Draft of Part 1 of Splash done",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-27T19:23:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7d8d0a5b145bc58921257ac5c7611917fd8ed9f",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.7 → 1.2.8",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-02-27T19:21:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59de15ca03ff66332c58e781d4b096724346bfd6",
          "body": null,
          "is_bot": false,
          "headline": "Add cluster deploy (#23)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-02-27T19:20:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be9d423293bef47db40e2e631bd9e56491609529",
          "body": null,
          "is_bot": false,
          "headline": "Fixed bug in Robert and added def for geopotential in splash",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T23:11:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2869b858f000f85559de083822436f8c0b6dd04",
          "body": null,
          "is_bot": false,
          "headline": "Confirmed to work with new updates",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T22:09:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d1e037285c025c7d565531f642cf4ffcd37866b",
          "body": null,
          "is_bot": false,
          "headline": "Added quick print statement change",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T21:50:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f9cf328fec04ba0188d9daa61904cd756bd4982",
          "body": null,
          "is_bot": false,
          "headline": "Robert with consistent dT definition, and using an output folder",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T21:45:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfe7a348b772cb8c080c2e548d0f606058e597a0",
          "body": null,
          "is_bot": false,
          "headline": "Started draft of shallow splash",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T21:44:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94b28b7d6bc3e18710abbd5b5c13668ca17529f2",
          "body": null,
          "is_bot": false,
          "headline": "Added output directory to straka",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T20:44:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93dec9693d78124dfe18c4bedff9aebf579678ea",
          "body": null,
          "is_bot": false,
          "headline": "Minor edits to robert",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T17:16:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d1bec2b19d2b9afb2f4f587b262eecf8212c2ae",
          "body": null,
          "is_bot": false,
          "headline": "Made shallow splash folder",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T17:11:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8a35ca96b18f39929fce5af17cc19caacd5d2e6",
          "body": null,
          "is_bot": false,
          "headline": "Renamed straka file, made draft of robert restart tutorial",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-19T17:10:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9846bc4eb300f9dac254b79cd2fa11f65722de95",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.6 → 1.2.7",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-02-19T03:02:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "343dbf938e1a304075f52fcf9624477ba4e9b561",
          "body": null,
          "is_bot": false,
          "headline": "Add restart demo (#22)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-02-19T03:02:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f54fb71db0b575f96042fed7af1e8eb9169109f4",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.5 → 1.2.6",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-02-18T05:04:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1849fcf1afccf271e51f454166509abb51bb7e9",
          "body": null,
          "is_bot": false,
          "headline": "Update docker tags (#21)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-02-18T05:03:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b89d44591b5e4933ef452ec9fb8a071e4c2ad34",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.4 → 1.2.5",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-02-17T18:15:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1138d1e1b181e59dd91e3b930e42e0d0553add8",
          "body": null,
          "is_bot": false,
          "headline": "Bake cuda build (#20)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-02-17T18:15:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e13f15543624f567f97375e6b64b5e6c8d4b01b",
          "body": null,
          "is_bot": false,
          "headline": "Py script where forcing will be added",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-12T15:15:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1208fe3595a593e83e6b52040bc8bb5796f270b9",
          "body": null,
          "is_bot": false,
          "headline": "Small edits to Straka, Draft of Robert",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-12T01:18:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "909aff30f067c14d4b7c66663f1af3cb4cc1bd74",
          "body": null,
          "is_bot": false,
          "headline": "Reorganization + fixed straka.yaml file",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-11T18:37:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8909b383576804a6b94d469f5fa36942fd535ad6",
          "body": null,
          "is_bot": false,
          "headline": "Confirmed Parts 1-4 run",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-11T16:54:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "746619a1c7a6f5aab94c86ad1f490b6cd4b69ba5",
          "body": null,
          "is_bot": false,
          "headline": "Ran networks and made sure they work",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-11T16:51:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d2ddb61ebd745a6f38e07cf07de31a1475e4893",
          "body": null,
          "is_bot": false,
          "headline": "Quick fix to typo",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-11T01:37:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23d4ec481cbb1b177d89978ffc0e36ec92395e51",
          "body": null,
          "is_bot": false,
          "headline": "Split Up Straka tutorial update",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-02-11T01:35:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "295fc2bcd2264474a3c17b13f8acd1ec42181a54",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.3 → 1.2.4",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-02-04T00:08:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e63fe6ee4b0f3d748c28443af4d5d53414ddb947",
          "body": null,
          "is_bot": false,
          "headline": "Add node cluster support (#19)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-02-04T00:07:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f895382e034012d5148389922ace5d86a6a8ce2",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.2 → 1.2.3",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-01-31T15:39:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c626f57ff7b3b68830b3195440d0c1d1b6f7a72",
          "body": null,
          "is_bot": false,
          "headline": "Upload notebook (#18)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-01-31T15:38:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "781afc3806c874a147802f27cfe1e54b4d51553a",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.1 → 1.2.2",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-01-31T15:17:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6748e3db7af986b8196f9911cf6931f9c173b534",
          "body": null,
          "is_bot": false,
          "headline": "Revise notebook (#17)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-01-31T15:17:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed5c2cbca9522051b3a3490cb10deb5d99a2dc65",
          "body": null,
          "is_bot": false,
          "headline": "Installation notes + notebook picture",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-01-29T20:39:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a65cef2a314474b4fe35c40b13e0127e4498279",
          "body": null,
          "is_bot": false,
          "headline": "Viewing nc files",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-01-29T20:26:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f959a7bb50b260c29ca0b824f4a61b9acc975bb",
          "body": null,
          "is_bot": false,
          "headline": "Small update to tutorial",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-01-29T17:51:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64a5bc98af4760f63c2cfb7038abd659ab24b7f4",
          "body": null,
          "is_bot": false,
          "headline": "Draft of tutorial notebook",
          "author_name": "elijah-mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2026-01-29T17:37:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f1a258b4a22b12dedc370d16b654fca1db9a4e9",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.2.0 → 1.2.1",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-01-02T16:31:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a063feb615b0681e94f4d7bc5c8d6465d71cb7b",
          "body": "- add jupiter_crm, jupiter_crm_dry, jupiter_gcm, jupiter_gcm_dry, straka, robert, shallow_yz, shallow_spalsh\n- multiple blocks for shallow_splash seem to have a problem",
          "is_bot": false,
          "headline": "Add more examples (#16)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2026-01-02T16:31:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "394998c5a55ff94cd590f65061d43b7b3416e379",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.1.16 → 1.2.0",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-12-02T14:46:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be285ea579475d204ba21eb4aa1e3a054b5d6d68",
          "body": null,
          "is_bot": false,
          "headline": "[#minor] Versioning before AGU (#15)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2025-12-02T14:45:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e63d645a3ebe91432c6a5d0bce348ca0a688821",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.1.15 → 1.1.16",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-12-02T04:47:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4c3a0632735f7a59e7576f0c457708313380fad",
          "body": "- remove Index",
          "is_bot": false,
          "headline": "Fix legacy code (#9)",
          "author_name": "Cheng Li",
          "author_login": "chengcli",
          "committed_at": "2025-12-02T04:47:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff7d97552d1827ede8c962ee97abaa38bf330233",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.1.14 → 1.1.15",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-11-24T21:10:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63df552ea3791ff831587fbfa8ddad9a5ae1a586",
          "body": "Update README with Guide on VSCode and Docker. Will eventually be ported to readthedocs.",
          "is_bot": false,
          "headline": "Merge pull request #14 from elijah-mullens/zyhu/readme-vscode-container",
          "author_name": "Elijah Mullens",
          "author_login": "elijah-mullens",
          "committed_at": "2025-11-24T21:10:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1d5a5a2379e17bd12a83e193dfdda7d03ea60a0",
          "body": null,
          "is_bot": false,
          "headline": "wip",
          "author_name": "zoeyzyhu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-24T20:07:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59b18335cdc613a00e91cf8ea908df7909a87f34",
          "body": null,
          "is_bot": false,
          "headline": "wip",
          "author_name": "zoeyzyhu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-24T19:55:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7faa50172fb884a9c86874ce9cad48621bd9f4a3",
          "body": null,
          "is_bot": false,
          "headline": "wip",
          "author_name": "zoeyzyhu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-24T19:50:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d3560393dbe4543f495e171f8942503d2be2943",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.1.13 → 1.1.14",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-11-23T16:54:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf3e36fde31fb637fbeb5424c9be180444590144",
          "body": "Fix Bump and Release",
          "is_bot": false,
          "headline": "Merge pull request #13 from elijah-mullens/zyhu/fix-cd",
          "author_name": "Zoey Hu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-23T16:54:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f61a47b74c261c871d6d52638dc73befcf41673d",
          "body": null,
          "is_bot": false,
          "headline": "wip",
          "author_name": "zoeyzyhu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-23T16:51:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79ab5c6d06874fcc6058b039572822902343c673",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.1.12 → 1.1.13",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-11-23T16:17:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cff662a36cd6403110111194182116283bce94a9",
          "body": "Fix CD",
          "is_bot": false,
          "headline": "Merge pull request #12 from elijah-mullens/zyhu/fix-cd",
          "author_name": "Zoey Hu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-23T16:17:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd67dc2a11cfa8f1721d2903c9eb8702fd6c23a2",
          "body": null,
          "is_bot": false,
          "headline": "wip",
          "author_name": "zoeyzyhu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-23T16:16:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a699b169819fa8a04501333006b4863bcc5fca52",
          "body": null,
          "is_bot": true,
          "headline": "Bump version: 1.1.11 → 1.1.12",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-11-23T14:59:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a7936bb96c870842a91f588d263a74f266d179f",
          "body": "Fix Bump Version",
          "is_bot": false,
          "headline": "Merge pull request #11 from elijah-mullens/zyhu/fix-bump-version",
          "author_name": "Zoey Hu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-23T14:58:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee7518ed01b260e4bc744ccec497eca13245b155",
          "body": null,
          "is_bot": false,
          "headline": "wip",
          "author_name": "zoeyzyhu",
          "author_login": "zoeyzyhu",
          "committed_at": "2025-11-23T14:56:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 38,
      "commits_last_year": 139,
      "latest_release_at": "2026-07-16T02:28:07Z",
      "latest_release_tag": "v1.3.11",
      "releases_from_tags": false,
      "days_since_last_push": 12,
      "active_weeks_last_year": 21,
      "days_since_latest_release": 12,
      "mean_days_between_releases": 5.3
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 42,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "paddle",
          "exists": true,
          "license": null,
          "keywords": [
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.9",
            "Topic :: Scientific/Engineering :: Astronomy",
            "Topic :: Scientific/Engineering :: Atmospheric Science",
            "Topic :: Scientific/Engineering :: Physics"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/paddle/",
          "is_deprecated": false,
          "latest_version": "1.3.11",
          "repository_url": "https://github.com/elijah-mullens/paddle",
          "versions_count": 44,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 49157,
          "first_published_at": "2010-10-13T15:21:26.843388Z",
          "latest_published_at": "2026-07-16T02:28:05.528716Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 12
        }
      ]
    },
    "popularity": {
      "forks": 1,
      "stars": 1,
      "watchers": 0,
      "fork_history": {
        "days": [
          {
            "date": "2026-04-13",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 1,
        "total_forks": 1
      },
      "star_history": null,
      "open_issues_and_prs": 1
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "notebooks"
      ],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 27028,
      "source_files_sampled": 54,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "docker/requirements.txt",
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 16,
        "malicious_count": 0,
        "assessed_package": "pypi:paddle@1.3.11",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "torch",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.6.0"
        },
        {
          "name": "snapy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "scipy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "netCDF4",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "rich",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=13"
        }
      ],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 40,
        "open_issues": 1,
        "closed_ratio": 0.5,
        "closed_issues": 1,
        "closed_unmerged_prs": 1
      },
      "bus_factor": 2,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "chengcli",
          "commits": 44,
          "avatar_url": "https://avatars.githubusercontent.com/u/69489965?v=4"
        },
        {
          "type": "User",
          "login": "elijah-mullens",
          "commits": 34,
          "avatar_url": "https://avatars.githubusercontent.com/u/110417762?v=4"
        },
        {
          "type": "User",
          "login": "zoeyzyhu",
          "commits": 17,
          "avatar_url": "https://avatars.githubusercontent.com/u/54016472?v=4"
        },
        {
          "type": "User",
          "login": "cshsgy",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/29446422?v=4"
        },
        {
          "type": "User",
          "login": "FirstQuadrantSam",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/151811445?v=4"
        }
      ],
      "contributors_sampled": 5,
      "top_contributor_share": 0.454
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "cd.yml",
        "ci.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 1/28 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 0,
            "reason": "project has 0 contributing companies or organizations -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "25 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 8,
            "reason": "2 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "02b2c3be9350a5e92cb40a74d3805edab850fafd",
        "ran_at": "2026-07-28T15:22:31Z",
        "aggregate_score": 4.2,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": null,
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-16T02:27:29Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": [
        {
          "number": 43,
          "created_at": "2026-07-17T00:09:03Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/elijah-mullens/paddle",
    "host": "github.com",
    "name": "paddle",
    "owner": "elijah-mullens"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 64,
      "inputs": {
        "security": 54,
        "vitality": 83,
        "community": 37,
        "governance": 56,
        "engineering": 86
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 83,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "good",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "commits_last_year": 139,
              "human_commit_share": 0.68,
              "days_since_last_push": 12,
              "active_weeks_last_year": 21
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 12 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 12
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "21/52 weeks with commits",
                "points": 14.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 21
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "139 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 139
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "25 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 38,
              "latest_release_tag": "v1.3.11",
              "releases_from_tags": false,
              "days_since_latest_release": 12,
              "mean_days_between_releases": 5.3
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "38 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 38
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 12 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 12
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~5.3 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 5.3
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "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": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 12,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 12 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 12
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 37,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 1,
              "stars": 1,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "1 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "good",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 78,
            "inputs": {
              "packages": [
                "paddle"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 49157
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "49,157 downloads/month across pypi",
                "points": 62.6,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 49157,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "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": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 44,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 5,
              "top_contributor_share": 0.454
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 45% of commits",
                "points": 12.3,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 45
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "5 contributors",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "merged_prs": 40,
              "open_issues": 1,
              "closed_issues": 1,
              "issue_closed_ratio": 0.5,
              "closed_unmerged_prs": 1
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "50% of issues closed",
                "points": 23.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 50
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "40/41 decided PRs merged",
                "points": 37.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 40,
                      "decided": 41
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 1/28 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "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": 32,
            "inputs": {
              "followers": 1,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "elijah-mullens",
              "public_repos": 4,
              "account_age_days": 1456
            },
            "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": "1 followers of elijah-mullens",
                "points": 2.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1,
                      "login": "elijah-mullens"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "4 public repos, account ~3 yr old",
                "points": 13.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 4
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "paddle"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 12
            },
            "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 12 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 12
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "44 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 44
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "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": "moderate",
        "name": "Security",
        "value": 54,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 42,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "13 out of 13 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 1/28 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "25 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 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": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "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:paddle@1.3.11 runtime dependency closure — what installing the published package pulls in — 16 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:paddle@1.3.11",
                  "assessed": 16
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 16,
              "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": 16,
              "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
              }
            ]
          }
        ],
        "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": 46,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.471,
              "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": "32 of 68 human commits state their intent (structured subject or explanatory body)",
                "points": 25.1,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 32,
                      "sampled": 68
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "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
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 27028,
              "source_files_sampled": 54,
              "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": "0/54 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 54,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "notebooks"
              ],
              "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": "notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "notebooks"
                    }
                  }
                ],
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T15:22:47.550852Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/elijah-mullens/paddle.svg",
  "full_name": "elijah-mullens/paddle",
  "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 v0.27.0 — metodología completa · wiki de métricas.

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