Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-31 15:58 UTC

r-lib / mirai

Minimalist Async Evaluation Framework for R

RLicencia propia★ 334 estrellas⑂ 18 forksdesde feb 2022Ver en GitHub ↗

r-lib/mirai tiene un índice de salud de 66 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (92/100) y la más baja, AI Readiness (35/100). Se actualizó por última vez hace 8 días. Una sola persona concentra la mayor parte del trabajo reciente.

66
global / 100
Moderado

Índice de salud del software

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

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

Perfil de puntuación

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

Titularidad

R infrastructureOrganización
753 seguidores165 repositorios públicosdesde oct 2016

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

Métricas por categoría

Vitalidad

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

92Excelente · 22% del índice global
Cómo se puntúa
28.8/36Recencia de push — último push hace 8 días
29.8/36Cadencia de commits — 43/52 semanas con commits
18/18Volumen de commits — 271 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year271
human_commit_share1
days_since_last_push8
active_weeks_last_year43
Cómo se puntúa
27/27Publica versiones — 52 versiones publicadas
36/36Recencia de las versiones — última versión hace 11 días
27/27Cadencia de publicación — una versión cada ~41,1 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count52
latest_release_tagv2.7.2
releases_from_tagsno
days_since_latest_release11
mean_days_between_releases41,1
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?

57Moderado · 18% del índice global
Cómo se puntúa
40.9/60Estrellas — 334 estrellas
10.3/25Forks — 18 forks
5/15Observadores — 9 observadores
Datos de entrada utilizados
forks18
stars334
watchers9
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
16.9/22.5Licencia — archivo de licencia presente, no es una licencia reconocida
0/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conduct
has_pull_request_templateno

Sostenibilidad y Gobernanza

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

62Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
0.1/22.5Distribución de commits — el principal contribuyente firma el 99% de los commits
13.5/13.5Amplitud de contribuyentes — 11 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled11
top_contributor_share0,994
Cómo se puntúa
45.9/46.8Resolución de issues — 98% de issues cerradas
36.7/38.3Aceptación de PR — 298/311 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs298
open_issues5
closed_issues252
issue_closed_ratio0,981
closed_unmerged_prs13
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
20.7/25Alcance del propietario — 753 seguidores de r-lib
25/25Trayectoria — 165 repos públicos, cuenta de ~9 años
Datos de entrada utilizados
followers753
owner_typeOrganization
is_verified
owner_loginr-lib
public_repos165
account_age_days3587

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

67Moderado · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 6 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 16 out of 16 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentación

65Moderado
Cómo se puntúa
30/30README
0/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://mirai.r-lib.org/
10/10Descripción del repositorio
10/10Topics — 7 topics
0/10Wiki
Datos de entrada utilizados
topicsr, concurrency, distributed-computing, high-performance-computing, asynchronous-tasks, parallel-computing, async
has_wikino
homepagehttps://mirai.r-lib.org/
has_readme
has_docs_dirno
has_description

Seguridad

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

47En riesgo · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
2.5/2.5CI-Tests — 16 out of 16 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 8 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4,7
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, packaging, signed_releases. Los pesos restantes se han renormalizado.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.

35En riesgo · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
22.9/40Historial de commits legible — 43 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,43
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes4212
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
0/11Configuración de lint / formato
0/11Verificación estática de tipos
0/10Entorno reproducible
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_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Cómo se puntúa
0/45Código verificable por tipos — R sin configuración de verificación de tipos
0/55Tamaños de archivo manejables — no se detectaron archivos fuente
Datos de entrada utilizados
primary_languageR
largest_source_bytes
source_files_sampled0
oversized_source_files0
Excluidos de la puntuación (sin datos o no aplicable): Tamaños de archivo manejables. Los pesos restantes se han renormalizado.

Datos clave

334estrellas de GitHub
11contribuidores
271commits en los últimos 12 meses
8días desde el último push
52versiones publicadas
1factor bus
5issues abiertas
ecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Más detalle

Historial de estrellas y forks 0 ★ / 18 ⇿
0Estrellas
18Forks
43Versiones

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

0481216201822022-062024-042026-02
Mayor 2Menor 18Parche 23

Cada punto abarca 4 días.

OpenSSF Scorecard 4.7 / 10
4.7agregado

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 · 2026-07-31 15:58 UTC

10Binary-Artifactsno binaries found in the repo
n/dBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests16 out of 16 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 8 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not 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
10Vulnerabilities0 existing vulnerabilities detected
Todas las dependencias 0

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 0 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Avisos de dependencias sin evaluar

El cotejo de avisos no pudo ejecutarse para este informe: No resolved dependencies to assess

Informe JSON sin procesar legible por máquina
{
  "data": {
    "repo": {
      "topics": [
        "r",
        "concurrency",
        "distributed-computing",
        "high-performance-computing",
        "asynchronous-tasks",
        "parallel-computing",
        "async"
      ],
      "is_fork": false,
      "size_kb": 20264,
      "has_wiki": false,
      "homepage": "https://mirai.r-lib.org/",
      "languages": {
        "R": 165303
      },
      "pushed_at": "2026-07-23T10:37:59Z",
      "created_at": "2022-02-14T22:11:55Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-25T18:17:41Z",
      "description": "Minimalist Async Evaluation Framework for R",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "license_spdx_raw": "NOASSERTION",
      "primary_language": "R",
      "significant_languages": [
        "R"
      ]
    },
    "owner": {
      "blog": null,
      "name": "R infrastructure",
      "type": "Organization",
      "login": "r-lib",
      "company": null,
      "location": null,
      "followers": 753,
      "avatar_url": "https://avatars.githubusercontent.com/u/22618716?v=4",
      "created_at": "2016-10-04T14:31:21Z",
      "is_verified": null,
      "public_repos": 165,
      "account_age_days": 3587
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v2.7.2",
          "kind": "patch",
          "published_at": "2026-07-20T09:29:37Z"
        },
        {
          "tag": "v2.7.1",
          "kind": "patch",
          "published_at": "2026-06-01T14:41:44Z"
        },
        {
          "tag": "v2.7.0",
          "kind": "minor",
          "published_at": "2026-05-08T14:07:17Z"
        },
        {
          "tag": "v2.6.1",
          "kind": "patch",
          "published_at": "2026-03-02T23:39:09Z"
        },
        {
          "tag": "v2.6.0",
          "kind": "minor",
          "published_at": "2026-02-13T11:37:22Z"
        },
        {
          "tag": "v2.5.3",
          "kind": "patch",
          "published_at": "2025-12-01T10:26:56Z"
        },
        {
          "tag": "v2.5.2",
          "kind": "patch",
          "published_at": "2025-11-05T16:30:29Z"
        },
        {
          "tag": "v2.5.1",
          "kind": "patch",
          "published_at": "2025-10-06T09:40:24Z"
        },
        {
          "tag": "v2.5.0",
          "kind": "minor",
          "published_at": "2025-09-04T10:12:51Z"
        },
        {
          "tag": "v2.4.1",
          "kind": "patch",
          "published_at": "2025-07-15T08:42:13Z"
        },
        {
          "tag": "v2.4.0",
          "kind": "minor",
          "published_at": "2025-06-25T20:34:49Z"
        },
        {
          "tag": "v2.3.0",
          "kind": "minor",
          "published_at": "2025-05-22T22:53:56Z"
        },
        {
          "tag": "v2.2.0",
          "kind": "minor",
          "published_at": "2025-03-20T15:03:05Z"
        },
        {
          "tag": "v2.1.0",
          "kind": "minor",
          "published_at": "2025-02-07T09:30:40Z"
        },
        {
          "tag": "v2.0.1",
          "kind": "patch",
          "published_at": "2025-01-16T22:41:30Z"
        },
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2025-01-08T18:04:35Z"
        },
        {
          "tag": "v1.3.1",
          "kind": "patch",
          "published_at": "2024-11-15T10:40:11Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2024-10-09T10:24:37Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2024-08-09T10:51:59Z"
        },
        {
          "tag": "v1.1.1",
          "kind": "patch",
          "published_at": "2024-07-01T10:21:26Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2024-06-06T06:31:11Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2024-05-03T12:32:10Z"
        },
        {
          "tag": "v0.13.2",
          "kind": "patch",
          "published_at": "2024-04-11T07:06:41Z"
        },
        {
          "tag": "v0.13.1",
          "kind": "patch",
          "published_at": "2024-03-14T10:01:04Z"
        },
        {
          "tag": "v0.13.0",
          "kind": "minor",
          "published_at": "2024-03-03T20:35:56Z"
        },
        {
          "tag": "v0.12.1",
          "kind": "patch",
          "published_at": "2024-02-02T09:35:36Z"
        },
        {
          "tag": "v0.12.0",
          "kind": "minor",
          "published_at": "2024-01-12T08:58:00Z"
        },
        {
          "tag": "v0.11.3",
          "kind": "patch",
          "published_at": "2023-12-07T11:56:32Z"
        },
        {
          "tag": "v0.11.2",
          "kind": "patch",
          "published_at": "2023-11-15T11:04:10Z"
        },
        {
          "tag": "v0.11.1",
          "kind": "patch",
          "published_at": "2023-11-04T19:56:22Z"
        },
        {
          "tag": "v0.11.0",
          "kind": "minor",
          "published_at": "2023-10-06T14:30:14Z"
        },
        {
          "tag": "v0.10.0",
          "kind": "minor",
          "published_at": "2023-09-16T21:22:05Z"
        },
        {
          "tag": "v0.9.1",
          "kind": "patch",
          "published_at": "2023-07-19T14:35:59Z"
        },
        {
          "tag": "v0.9.0",
          "kind": "minor",
          "published_at": "2023-06-24T19:33:36Z"
        },
        {
          "tag": "v0.8.7",
          "kind": "patch",
          "published_at": "2023-05-11T07:32:28Z"
        },
        {
          "tag": "v0.8.4",
          "kind": "patch",
          "published_at": "2023-05-09T07:45:09Z"
        },
        {
          "tag": "v0.8.3",
          "kind": "patch",
          "published_at": "2023-04-17T08:31:21Z"
        },
        {
          "tag": "v0.8.2",
          "kind": "patch",
          "published_at": "2023-04-03T09:22:36Z"
        },
        {
          "tag": "v0.8.1",
          "kind": "patch",
          "published_at": "2023-03-17T11:36:15Z"
        },
        {
          "tag": "v0.8.0",
          "kind": "minor",
          "published_at": "2023-03-15T10:00:35Z"
        },
        {
          "tag": "v0.7.2",
          "kind": "patch",
          "published_at": "2023-01-17T15:23:11Z"
        },
        {
          "tag": "v0.7.1",
          "kind": "patch",
          "published_at": "2022-11-15T21:36:48Z"
        },
        {
          "tag": "v0.7.0",
          "kind": "minor",
          "published_at": "2022-10-19T22:38:39Z"
        },
        {
          "tag": "v0.6.0",
          "kind": "minor",
          "published_at": "2022-09-16T10:47:32Z"
        },
        {
          "tag": "v0.5.3",
          "kind": "patch",
          "published_at": "2022-08-16T21:33:53Z"
        },
        {
          "tag": "v0.5.2",
          "kind": "patch",
          "published_at": "2022-07-21T13:02:57Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2022-06-21T08:23:12Z"
        },
        {
          "tag": "v0.4.1",
          "kind": "patch",
          "published_at": "2022-04-21T19:19:00Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2022-04-14T07:24:40Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2022-03-29T06:33:18Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2022-03-15T10:15:54Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2022-02-16T10:01:29Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "afc06c014ec64f6e6246ced365d697a0702ce2f3",
          "body": null,
          "is_bot": false,
          "headline": "Require dev nanonext",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-23T10:35:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f68e954f7fa83fa1f2ea4c4601992066aeb6930",
          "body": null,
          "is_bot": false,
          "headline": "Update opengraph images",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-20T10:05:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "717c3e1fc714cb0275ba13d3ec5f7ce74ccf2429",
          "body": null,
          "is_bot": false,
          "headline": "Increment version number to 2.7.2.9000",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-20T09:47:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f185a64352259e69689299f8e63c2b8140d29df",
          "body": null,
          "is_bot": false,
          "headline": "mirai 2.7.2",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-20T09:28:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6221d7579fb8f38ca9e25fbb6ea11b12054b5908",
          "body": null,
          "is_bot": false,
          "headline": "Misc docs updates",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-20T07:08:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d875058c80835795e0ebec2f9dfd8c394c245922",
          "body": null,
          "is_bot": false,
          "headline": "Dedup mirai map everywhere code",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-17T17:10:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20dafa26b7faded02299f26ca7fd7895449c91c5",
          "body": null,
          "is_bot": false,
          "headline": "Vectorize operations on http launcher",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-17T17:03:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5049496a1518cd8ede1eaf18c07686185a4bbef4",
          "body": null,
          "is_bot": false,
          "headline": "Vectorized miraiLaunchCmd print method",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-17T16:30:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b39f8bba293b7f3cb6fa78f21051d9960c7f09a",
          "body": null,
          "is_bot": false,
          "headline": "More efficient everywhere() construction",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-17T15:33:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33dcff57efec16ee5095a5ee3ea2c06a20318186",
          "body": null,
          "is_bot": false,
          "headline": "More efficient hot path mirai construction",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-17T15:31:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a685e6f845d0f0b86597aa4b04a937d21d7a52ac",
          "body": null,
          "is_bot": false,
          "headline": "Trim unused imports",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-17T15:24:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49cd591d0166f6a47ec9cd7fa4a66cc7fb80068d",
          "body": "* Fix uninformative collection errors for non-mirai errorValues\n\n* Cover Interrupted and errorCondition branches of stop_m\n\n* Make cli branch test tolerant of missing rlang",
          "is_bot": false,
          "headline": "Fix uninformative collection errors for non-mirai errorValues (#643)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-17T11:44:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14afac5eb55afefe502d32ad26a8a37b0c086932",
          "body": null,
          "is_bot": false,
          "headline": "Remove ineffective promise cache from as.promise.mirai_map (#641)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-17T11:02:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "788d936ac15abfa8da38a7f4e44346906b38c919",
          "body": "* Fix .flat ignoring an errorValue in the first map element\n\n* Relax .flat error tests to not match cli messages\n\n* Retain only the discriminating .flat regression test",
          "is_bot": false,
          "headline": "Fix .flat ignoring an errorValue in the first map element (#640)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-17T10:51:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f99c1fa11815455da0a909e7d3c83300f16da5e8",
          "body": "* Fix daemon() exit code when walltime elapses while idle\n\n* Guard pre-eval error test against timeouts under load",
          "is_bot": false,
          "headline": "Fix daemon() exit code when walltime elapses while idle (#638)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-17T10:22:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26b9f32b232772e4af99198dd52e5c43b62ac15c",
          "body": null,
          "is_bot": false,
          "headline": "Fix race_mirai() for profiles set with url and dispatcher = FALSE (#636)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-17T10:00:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42f8bd1dfc8ed53d15ddcd0bf3f47ddd588d124a",
          "body": null,
          "is_bot": false,
          "headline": "Fix daemon crash for errors raised before evaluation begins (#634)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-17T09:46:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0a1081c98deb8262728db0e900e3b208a71e216",
          "body": null,
          "is_bot": false,
          "headline": "Correct typo",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-17T08:59:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5828d740cb0a5aa456aef51d670c3ba36903ad32",
          "body": null,
          "is_bot": false,
          "headline": "Streamline quick start wording",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-17T07:37:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9343ff99d779877d5b698e90e29dd886e6a20021",
          "body": "* Snapshot options by value for daemon cleanup\n\n* Re-order news items",
          "is_bot": false,
          "headline": "Snapshot options by value for daemon cleanup (#632)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-16T23:14:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e336fcf08dd8a4bf945cb1a1cd2f699ae234e170",
          "body": "…ot per element (#630)\n\n* Hoist validation to map level\n\n* Hoist validation for `everywhere()`",
          "is_bot": false,
          "headline": "Perf: `mirai_map()` and `everywhere()` only perform validation once n…",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-16T22:52:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62c74b93a7c0bdfd976f99997df7bf6a3ea6e715",
          "body": null,
          "is_bot": false,
          "headline": "Readme refinements",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-16T15:58:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8f2ae16fcbbb772489a6bf8a22aafaa439d4d75",
          "body": null,
          "is_bot": false,
          "headline": "Update readme quick start",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-16T15:50:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d77842a23d00237171dc4780448a038d3182dbf1",
          "body": null,
          "is_bot": false,
          "headline": "Update `http_config()` documentation (#627)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-16T15:14:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ae88d6e8edbf925b01bbdb107cda232d45d3d1d",
          "body": "* `use_tidy_upkeep_issue()`\n\n* Use function shorthand notation in pre-computed vignettes\n\n* `use_mit_license()`\n\n* `use_tidy_github_actions()`\n\n* Remove space",
          "is_bot": false,
          "headline": "Upkeep 2026 07 (#626)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-11T15:48:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9bfa363618d23dea63aa786541251555f4806b00",
          "body": "* Use `nanonext::run_event_loop()`\n\n* Add news item",
          "is_bot": false,
          "headline": "Use `nanonext::run_event_loop()` (#624)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-10T17:54:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ffdc0a705a6944aa10c072db2f0c9aa5fd2e775",
          "body": "* Update mirai hex logo\n\n* Minimize architecture diagram",
          "is_bot": false,
          "headline": "Update mirai hex logo (#622)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-07-03T07:33:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c219838a945407db6cab04a37a9d0e16c0a12bce",
          "body": null,
          "is_bot": false,
          "headline": "Apply dev roxygen2 (#621)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-06-30T19:59:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42fef3bb8783148ec60cad592bb7734ad01884a2",
          "body": null,
          "is_bot": false,
          "headline": "Make ephemeral daemons return invisibly (#620)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-06-30T12:58:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09c872dd0218e6110583046f641e257a21f71b64",
          "body": "* Improve readme links\n\n* Vignette typo\n\n* Add stop_mirai()\n\n* Wording\n\n* Update community FAQ\n\n* Update package guidance",
          "is_bot": false,
          "headline": "Documentation refresh (#618)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-06-27T16:09:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87cd04cc64af3cbfbd292ff5f3a66eb4edac6b9a",
          "body": null,
          "is_bot": false,
          "headline": "Readme update",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-06-16T08:12:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6681e62efa356bfdc82023efb1faeee2db463c4d",
          "body": null,
          "is_bot": false,
          "headline": "Update actions versions",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-06-08T12:19:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19ce00aeaf5cbc9d583a1d1409137692dee1d932",
          "body": null,
          "is_bot": false,
          "headline": "Increment version number to 2.7.1.9000",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-06-01T15:02:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "653d376becb84578078c9f2f1206571e7b6aada0",
          "body": null,
          "is_bot": false,
          "headline": "mirai 2.7.1",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-06-01T14:40:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6922dee9933ffe7ccae45d30398d31037790882c",
          "body": null,
          "is_bot": false,
          "headline": "Add news item on skill inclusion",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-28T13:42:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "31f869f6da8dcd85d37464ace9778da6d703bae2",
          "body": null,
          "is_bot": false,
          "headline": "Move skill to inst/skills (btw default location)",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-28T13:37:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69afba154fb0079a0c44a9e9fdc58a75e691fd5c",
          "body": null,
          "is_bot": false,
          "headline": "Sync skill version with posit-dev/skills",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-28T13:04:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3eb5c2f484725d4834aae8e01b138c1d1e28a35e",
          "body": null,
          "is_bot": false,
          "headline": "Fix cluster load-balancing hang when n_tasks > n_nodes (#614)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-28T11:53:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "946bf56bc5f8bfd4adeda355260651fbb991910b",
          "body": "* Add headers argument to `http_config()`\n\n* Add indirection to keep functions saved in config short\n\n* Restore coverage",
          "is_bot": false,
          "headline": "Add headers argument to `http_config()` (#613)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-28T09:54:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bad3380db943455a839dbefc192142b9c5ef0f73",
          "body": null,
          "is_bot": false,
          "headline": "Use inproc sockets for sync daemons (#611)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-26T07:49:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6cfc993eb6afd71513aa7723b23d5951af3cd40f",
          "body": null,
          "is_bot": false,
          "headline": "Full test coverage",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-15T11:44:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9039e193d7ccf923bbe861198990e5d5b05726e9",
          "body": "* Refactor expression helper\n\n* Refactor mirai_map internals",
          "is_bot": false,
          "headline": "General maintenance (#608)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-15T11:11:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "124a63442d280cebf51bda7c744495a047558f8e",
          "body": "* Fix .handleSimpleError appearing in stack.trace\n\n* Safer formulation\n\n* Add news item",
          "is_bot": false,
          "headline": "Fix `.handleSimpleError` appearing in `$stack.trace` (#607)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-13T11:47:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06cfd4fec1e8da725afc3a8b6d46ff8f6e543bcd",
          "body": null,
          "is_bot": false,
          "headline": "Add link to blog post",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-12T13:29:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24c3966be5ffb19129215014b8a325a29038e1ed",
          "body": null,
          "is_bot": false,
          "headline": "Increment version number to 2.7.0.9000",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-08T14:11:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a88d0e09e7c8dac4a206fea3c91497d1ba416401",
          "body": null,
          "is_bot": false,
          "headline": "mirai 2.7.0",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-08T14:06:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "430528bec50da0feb29e09fa4d13b8afdb44b4fe",
          "body": null,
          "is_bot": false,
          "headline": "Update memory management section in vignette",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-08T08:12:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce9912c595860cc7d3c7bb165a2787b6c464f42a",
          "body": "* Update CLAUDE.md\n\n* Update skill",
          "is_bot": false,
          "headline": "Update agent skill + instructions (#601)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-06T22:15:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bfb55557ead9123ee8ccba3d635c8a45e333e964",
          "body": null,
          "is_bot": false,
          "headline": "Expand acronyms in docs",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-06T17:57:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6914a270c2ec7566afe8af62567679a486f2f562",
          "body": null,
          "is_bot": false,
          "headline": "Update architecture diagram",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-06T09:51:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d983e7a44fcd9f5c87263c050302677fcd2111d3",
          "body": null,
          "is_bot": false,
          "headline": "Refine readme example",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-06T09:07:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "163e41ee491aec4473f90e406aa86a1f335987cc",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-06T08:35:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44878e7226e2d8d4b6bd2b4406b7409baaf71eb2",
          "body": null,
          "is_bot": false,
          "headline": "Update guidance on 'n' and 'memory' in vignette",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-06T08:27:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dfea13e9db944efa1f371ff084697b3f2c748a6f",
          "body": null,
          "is_bot": false,
          "headline": "Move svgs to dev folder",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-05T17:11:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ded30bec0734d9fe6bbb44f2b0394dd8f2732d4",
          "body": null,
          "is_bot": false,
          "headline": "Fix readme",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-05T16:55:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bae8225fe48f53d6136e41c99ec2d7f42c1e9161",
          "body": "* Refresh readme\n\n* Refine",
          "is_bot": false,
          "headline": "Refresh readme (#600)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-05T13:26:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "597ada5f58de300f71651cb513d6da85484612b8",
          "body": "* Add memory management section to reference vignette\n\n* Add intro\n\n* Redoc",
          "is_bot": false,
          "headline": "Add memory management section to reference vignette (#599)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-05T11:01:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ef376e77df39700a1999d2c4906b46520ea4c63",
          "body": "* Fold `capacity()` into `status()`; capacity -> memory\n\n* Bring back `status()` fully to the API",
          "is_bot": false,
          "headline": "Refine new memory capacity API (#598)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-04T20:38:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4041e303a7f7ca10f19da98156d0643647515693",
          "body": null,
          "is_bot": false,
          "headline": "Update mirai docs and cheatsheet",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-04T17:26:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08ef85a3038e617b15fd39f1305463a95168981b",
          "body": null,
          "is_bot": false,
          "headline": "Cross reference functions",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-04T17:11:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ca72b49328e9197d22ffa57efbc769a1e15b2bc",
          "body": null,
          "is_bot": false,
          "headline": "Rename function -> `capacity()`",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-04T17:05:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0626281777ec47608d6b1cd6a5f59f4fd2e430a8",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-04T16:35:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2057935d7ba1ee1fdeb62c677b4abd89a508718",
          "body": null,
          "is_bot": false,
          "headline": "Roxygenize",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-04T08:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0bd62929917c36410b6d40c1af9203a9e72917b8",
          "body": "* More robust tests\n\n* Speed up tests",
          "is_bot": false,
          "headline": "Focus on tests (#596)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-05-02T22:41:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "daee7f350caa207e0a882d8645941fc3f6ea5d8e",
          "body": null,
          "is_bot": false,
          "headline": "Consolidate validation",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-30T13:25:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8703f8a550e8b77f6a9dd40861ef89b5323de4e5",
          "body": "* Implement `try_mirai()`\n\n* Test all paths",
          "is_bot": false,
          "headline": "Add `try_mirai()` for non-blocking submission (#595)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-29T16:22:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dbc1f7a2437c7e10b98330c429db037c5eb26823",
          "body": "… (#592)\n\n* add workbench_launcher\n\n* add missing workbench_launcher.Rd\n\n* fix msleep calls in tests to explicitly use nanonext:: in order to prevent failure on MacOS test\n\n* update pkgdown\n\n* Fold options into dots argument at `http_config()`\n\n* Add tests\n\n* Add news item\n\n* Add reference vignette section\n\n---------\n\nCo-authored-by: shikokuchuo <53399081+shikokuchuo@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Ability to pass config options in `http_config()` for Posit Workbench…",
          "author_name": "Michael Mayer",
          "author_login": "michaelmayer2",
          "committed_at": "2026-04-29T11:57:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "71a4d0e0756ecc9245d03c13d213c66ee38af3d1",
          "body": null,
          "is_bot": false,
          "headline": "Change internal name to match meaning",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-28T16:09:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d456bca3acc5fddacff452bbc4960d1d15239237",
          "body": "* Make 'capacity' a memory budget in MB, add `dispatcher_capacity()` accessor\n\n* Add `dispatcher_capacity()` to pkgdown reference index",
          "is_bot": false,
          "headline": "Switch `capacity` from task count to memory budget (MB) (#590)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-28T12:26:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3754b5fda843141f24d8a68220b0fc3be93046d5",
          "body": "* Do not attempt to simplify stack trace too much\n\n* Update check matrix",
          "is_bot": false,
          "headline": "Fix deep stack traces on current R-devel (4.7) (#588)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-27T22:06:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ed0f55097194aa51d04e0abe2fcd862441b5d29",
          "body": "* Fix ssh_config() dropping username from SSH URLs (#583)\n\n* Add news item\n\n* Update docs",
          "is_bot": false,
          "headline": "Fix `ssh_config()` dropping username from SSH URLs (#584)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-14T11:15:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91eb8c8171fd41f9fcca2d420412e73675206900",
          "body": null,
          "is_bot": false,
          "headline": "Add test verifying dispatcher L'Ecuyer-CMRG C implementation against R",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-11T22:58:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3e4a28523ff375df1c122625e9b7a2d28949309",
          "body": null,
          "is_bot": false,
          "headline": "Move mirai skill readme file",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-10T08:37:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa4d2e9ad20312e2e0356bb1321cf8547f6e4f70",
          "body": null,
          "is_bot": false,
          "headline": "Reorganize agent files",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-10T08:23:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f6a9c67859a5ca993255e271654d6d8ab1ed03ef",
          "body": null,
          "is_bot": false,
          "headline": "Fix posit-dev-skills plugin URL to posit-dev/skills",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-09T11:28:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "497b8a7730d1a5c3948edb270f97531c168d3344",
          "body": "AGENTS.md in the project root is the standard convention recognized\nby Claude Code, GitHub Copilot, OpenAI Codex, OpenCode, and others.\n.claude/CLAUDE.md symlinks to it for Claude Code native discovery.\nAlso adds .claude/skills/ symlink to dev/skills/mirai/.",
          "is_bot": false,
          "headline": "Rename CLAUDE.md to AGENTS.md for cross-agent discovery",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-09T11:07:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f74691ea48fcada2513448ba46bcd057008a6491",
          "body": null,
          "is_bot": false,
          "headline": "Document the skill more fully",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-09T10:58:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7f29839ad2e451371a41c254b1b9cdfffb86e27",
          "body": null,
          "is_bot": false,
          "headline": "Cleanups post #582",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-09T10:40:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b07b6cd1748a402352be2fe026a8e08bfe8bd40",
          "body": "* Implements threaded dispatcher\n\n* Update for nanonext interface changes\n\n* Read dispatcher info directly instead of querying\n\n* Direct dispatcher cancellation\n\n* Clean up `mirai()`\n\n* Remove dispatcher.R and superseded items\n\n* Argument limit -> capacity\n\n* Update docs\n\n* Use threaded-dispatcher branch of nanonext\n\n* Correct DESCRIPTION\n\n* Remove dispatcher from pkgdown.yml\n\n* Refresh CLAUDE.md\n\n* Update remote\n\n* Add news item for memory and perf enhancements at nanonext",
          "is_bot": false,
          "headline": "Threaded dispatcher with backpressure support (#582)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-09T10:18:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "90bc3ec85ed526226c21c7d7bad58e2f89e6351a",
          "body": null,
          "is_bot": false,
          "headline": "Add news item for #580",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-08T07:42:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c54e4f066bb16b941153e6650f3601e15d9c7da",
          "body": null,
          "is_bot": false,
          "headline": "Fix sending / receiving of large data on MacOS / Windows (#580)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-04-07T19:23:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be848418cb884bf41a63f5b186d96137a2e75074",
          "body": "* Fix map progress bar variable scoping\n\n* Add news item",
          "is_bot": false,
          "headline": "Fix map progress bar variable scoping (#578)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-03-16T11:41:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3742a84cf609fc0f5481b502dc7f0df12416163d",
          "body": null,
          "is_bot": false,
          "headline": "Add Posit Workbench QA tests (#574)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-03-09T10:17:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa0bdaa10b9bbbb52d77eb704eb6110256c2ebe1",
          "body": null,
          "is_bot": false,
          "headline": "Add mirai skill and instructions (#576)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-03-06T20:05:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5894b6584004d0523ec385ffdd7e232f6ff61ddf",
          "body": "* Fix tls for http launcher\n\n* Add news item",
          "is_bot": false,
          "headline": "Fix tls for http launcher (#573)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-03-06T11:52:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6fb739ad9c7d04c8cb931628f3972de4530ec24",
          "body": null,
          "is_bot": false,
          "headline": "Increment version number to 2.6.1.9000",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-03-02T23:54:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0caa3123f19ed454e26e45290c7f28d9234cb990",
          "body": null,
          "is_bot": false,
          "headline": "mirai 2.6.1",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-03-02T23:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d81ffb5271390c447985fc7cd706307f116cb20a",
          "body": null,
          "is_bot": false,
          "headline": "Polish news",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-03-02T10:08:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5e802177714bec562677d1c18205a87c1cfd99f",
          "body": null,
          "is_bot": false,
          "headline": "Fix `daemons(NULL)` after refactor",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-03-02T09:49:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67acb8b110b352e73d10b7756112a4bdc8a4487f",
          "body": "* Refactor launchers for linear flow\n\n* Refactor `daemons()` to use linear flow",
          "is_bot": false,
          "headline": "Code refactoring for maintainability (#569)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-03-02T09:23:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3365a1a87e322e156823d0c44fdde7e6386d7a8d",
          "body": null,
          "is_bot": false,
          "headline": "Take reproducible parallel RNG out of experimental",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-03-02T09:23:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f55b8b2963e3477213242f1c20025a0bd032584",
          "body": null,
          "is_bot": false,
          "headline": "Use mock bindings in delayed connection test",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-03-02T09:03:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44a1b5daad88c21819000593e69eb216dd7adfc5",
          "body": null,
          "is_bot": false,
          "headline": "Consolidate tests",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-02-27T22:18:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e5ac9798021da5bbff0c8d00251dd7911986aa8",
          "body": "…er (#566)\n\n* Add fallback method to retrieve browser cookies\n\n* Add news item\n\n* Add mocked pwb fetch tests\n\n* Hit all launcher paths",
          "is_bot": false,
          "headline": "Add fallback method for Posit Workbench authentication in HTTP launch…",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-02-27T22:07:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f5bac00f7f2b68e47a667cb0c7c3e57800b2ef9",
          "body": null,
          "is_bot": false,
          "headline": "Re-render promises vignette (#568)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-02-27T00:14:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a9034e525136a139ef816b589d79fcf178e100d",
          "body": null,
          "is_bot": false,
          "headline": "Remove extraneous file",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-02-26T23:51:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3db681eed06b46e5f3d79765bb8caf39dd3c169a",
          "body": null,
          "is_bot": false,
          "headline": "Add `X-RS-Session-Server-RPC-Cookie` header to requests (#565)",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-02-25T11:25:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc00d702d03e8c4d41a4f8d6acfda1c352117faa",
          "body": null,
          "is_bot": false,
          "headline": "Increment version number to 2.6.0.9000",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-02-13T12:01:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c2e077915161819991f98f7b300234fe3eba59a",
          "body": null,
          "is_bot": false,
          "headline": "mirai 2.6.0",
          "author_name": "Charlie Gao",
          "author_login": "shikokuchuo",
          "committed_at": "2026-02-13T11:36:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "246fa805762f1953597aa892086ba64ded34152c",
          "body": null,
          "is_bot": false,
          "headline": "Update description wording",
          "author_name": "shikokuchuo",
          "author_login": "shikokuchuo",
          "committed_at": "2026-02-12T18:15:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 52,
      "commits_last_year": 271,
      "latest_release_at": "2026-07-20T09:29:37Z",
      "latest_release_tag": "v2.7.2",
      "releases_from_tags": false,
      "days_since_last_push": 8,
      "active_weeks_last_year": 43,
      "days_since_latest_release": 11,
      "mean_days_between_releases": 41.1
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 50,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": []
    },
    "popularity": {
      "forks": 18,
      "stars": 334,
      "watchers": 9,
      "fork_history": {
        "days": [
          {
            "date": "2022-06-11",
            "count": 1
          },
          {
            "date": "2023-09-21",
            "count": 1
          },
          {
            "date": "2024-03-14",
            "count": 1
          },
          {
            "date": "2024-04-29",
            "count": 1
          },
          {
            "date": "2024-06-18",
            "count": 1
          },
          {
            "date": "2024-06-24",
            "count": 1
          },
          {
            "date": "2024-08-15",
            "count": 1
          },
          {
            "date": "2024-08-23",
            "count": 1
          },
          {
            "date": "2024-10-21",
            "count": 1
          },
          {
            "date": "2025-04-11",
            "count": 1
          },
          {
            "date": "2025-06-30",
            "count": 1
          },
          {
            "date": "2025-08-10",
            "count": 1
          },
          {
            "date": "2025-09-25",
            "count": 1
          },
          {
            "date": "2025-10-09",
            "count": 1
          },
          {
            "date": "2025-10-20",
            "count": 1
          },
          {
            "date": "2025-11-19",
            "count": 1
          },
          {
            "date": "2026-02-23",
            "count": 1
          },
          {
            "date": "2026-02-25",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 18,
        "total_forks": 18
      },
      "star_history": null,
      "open_issues_and_prs": 5
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": null,
      "source_files_sampled": 0,
      "oversized_source_files": 0,
      "agent_instruction_files": [
        "CLAUDE.md"
      ],
      "agent_instruction_max_bytes": 4212
    },
    "dependencies": {
      "manifests": [],
      "advisories": {
        "error": "No resolved dependencies to assess",
        "scope": "repository_graph",
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [],
      "dependencies": [],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [],
        "collected": true,
        "truncated": false,
        "total_count": 0,
        "direct_count": 0,
        "indirect_count": 0
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 298,
        "open_issues": 5,
        "closed_ratio": 0.981,
        "closed_issues": 252,
        "closed_unmerged_prs": 13
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "shikokuchuo",
          "commits": 2108,
          "avatar_url": "https://avatars.githubusercontent.com/u/53399081?v=4"
        },
        {
          "type": "User",
          "login": "jcheng5",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/129551?v=4"
        },
        {
          "type": "User",
          "login": "cgiachalis",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/26255858?v=4"
        },
        {
          "type": "User",
          "login": "jeroenjanssens",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/1368256?v=4"
        },
        {
          "type": "User",
          "login": "karangattu",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/4220325?v=4"
        },
        {
          "type": "User",
          "login": "mcol",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/6078177?v=4"
        },
        {
          "type": "User",
          "login": "michaelmayer2",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/11179082?v=4"
        },
        {
          "type": "User",
          "login": "boshek",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/18472598?v=4"
        },
        {
          "type": "User",
          "login": "sebffischer",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/20975557?v=4"
        },
        {
          "type": "User",
          "login": "wlandau",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/1580860?v=4"
        }
      ],
      "contributors_sampled": 11,
      "top_contributor_share": 0.994
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "R-CMD-check.yaml",
        "pkgdown.yaml",
        "pr-commands.yaml",
        "rhub.yaml",
        "shiny-coreci.yaml",
        "test-coverage.yaml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "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": null,
            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "16 out of 16 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 8 contributing companies or organizations",
            "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": 9,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 20 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": null,
            "reason": "packaging workflow not 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": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "afc06c014ec64f6e6246ced365d697a0702ce2f3",
        "ran_at": "2026-07-31T15:58:25Z",
        "aggregate_score": 4.7,
        "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": "2026-07-23T10:38:52Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-20T09:28:32Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 268,
          "created_at": "2025-04-23T17:45:21Z",
          "last_comment_at": "2025-06-20T09:50:09Z",
          "last_comment_author": "shikokuchuo"
        },
        {
          "number": 402,
          "created_at": "2025-08-12T07:31:26Z",
          "last_comment_at": "2025-09-18T14:20:34Z",
          "last_comment_author": "xwanner"
        },
        {
          "number": 541,
          "created_at": "2026-01-20T20:30:10Z",
          "last_comment_at": "2026-01-23T21:19:36Z",
          "last_comment_author": "shikokuchuo"
        },
        {
          "number": 548,
          "created_at": "2026-01-27T13:49:29Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 597,
          "created_at": "2026-04-30T22:13:33Z",
          "last_comment_at": "2026-05-01T16:53:38Z",
          "last_comment_author": "shikokuchuo"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/r-lib/mirai",
    "host": "github.com",
    "name": "mirai",
    "owner": "r-lib"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 66,
      "inputs": {
        "security": 47,
        "vitality": 92,
        "community": 57,
        "governance": 62,
        "engineering": 67
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 92,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 87,
            "inputs": {
              "commits_last_year": 271,
              "human_commit_share": 1,
              "days_since_last_push": 8,
              "active_weeks_last_year": 43
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 8 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 8
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "43/52 weeks with commits",
                "points": 29.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 43
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "271 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 271
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 20 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": 52,
              "latest_release_tag": "v2.7.2",
              "releases_from_tags": false,
              "days_since_latest_release": 11,
              "mean_days_between_releases": 41.1
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "52 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 52
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 11 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 11
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~41.1 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 41.1
                    }
                  }
                ],
                "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": 8,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 8 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 8
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 57,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "forks": 18,
              "stars": 334,
              "watchers": 9,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "334 stars",
                "points": 40.9,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 334
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "18 forks",
                "points": 10.3,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "9 watchers",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "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": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
                    "params": {}
                  }
                ],
                "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": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 62,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 33,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 11,
              "top_contributor_share": 0.994
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 99% of commits",
                "points": 0.1,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 99
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "11 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "merged_prs": 298,
              "open_issues": 5,
              "closed_issues": 252,
              "issue_closed_ratio": 0.981,
              "closed_unmerged_prs": 13
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "98% of issues closed",
                "points": 45.9,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 98
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "298/311 decided PRs merged",
                "points": 36.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 298,
                      "decided": 311
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "followers": 753,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "r-lib",
              "public_repos": 165,
              "account_age_days": 3587
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "753 followers of r-lib",
                "points": 20.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 753,
                      "login": "r-lib"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "165 public repos, account ~9 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 165
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 9
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 67,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "6 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "16 out of 16 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [
                "r",
                "concurrency",
                "distributed-computing",
                "high-performance-computing",
                "asynchronous-tasks",
                "parallel-computing",
                "async"
              ],
              "has_wiki": false,
              "homepage": "https://mirai.r-lib.org/",
              "has_readme": true,
              "has_docs_dir": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://mirai.r-lib.org/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "7 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 47,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "16 out of 16 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 20 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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 14
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 35,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "moderate",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.43,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 4212
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "43 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 22.9,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 43,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 22,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "critical",
            "name": "Code legibility for models",
            "note": "Excluded from scoring (no data or not applicable): Manageable file sizes. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "manageable_file_sizes"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "primary_language": "R",
              "largest_source_bytes": null,
              "source_files_sampled": 0,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "R without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "R"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "no source files detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_source_files",
                    "params": {}
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T15:58:41.344300Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/r-lib/mirai.svg",
  "full_name": "r-lib/mirai",
  "license_state": "custom",
  "license_spdx": null
}

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 agregadas.