Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 2.3.1 · 2026-07-31 09:59 UTC

Jebel-Quant / rhiza

A collection of reusable configuration templates for modern Python projects

PythonLicencia propia★ 13 estrellas⑂ 5 forksdesde dic 2025Ver en GitHub ↗
TipoBibliotecacómo se determina

Jebel-Quant/rhiza tiene un índice de salud de 93 sobre 100, lo que lo sitúa en la banda Excepcional. Su puntuación más alta es Engineering Quality (100/100) y la más baja, Community & Adoption (45/100). Se actualizó por última vez hace 1 día. Una sola persona concentra la mayor parte del trabajo reciente.

93
global / 100
Excepcional

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.

93
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas 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.

El resultado global ponderado 79 se calibra a 93 en la escala publicada del índice (calibración del registro 2026-08-02).

Titularidad

Jebel QuantOrganización
24 seguidores25 repositorios públicosdesde jun 2025

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

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
PyPIrhiza0.18.025.37970hace 36 díasciconfigurationrufftaskfiletemplates

Métricas por categoría

Vitalidad

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

99Excepcional · 21% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 1 días
36/36Cadencia de commits — 52/52 semanas con commits
18/18Volumen de commits — 1746 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year1746
human_commit_share0,72
days_since_last_push1
active_weeks_last_year52
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 1 días
27/27Cadencia de publicación — una versión cada ~2,3 días
8/10OpenSSF Scorecard: Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
Datos de entrada utilizados
releases_count100
latest_release_tagv1.2.5
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases2,3

Comunidad y Adopción

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

45Débil · 17% del índice global
Cómo se puntúa
17.5/60Estrellas — 13 estrellas
5/25Forks — 5 forks
0/15Observadores — 1 observadores
Datos de entrada utilizados
forks5
stars13
watchers1
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
0/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
readme_badges
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_template
Cómo se puntúa
58.7/80Descargas mensuales — 25.379 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesrhiza
dependents
ecosystemspypi
total_downloads
monthly_downloads25.379
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

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

62Moderado · 23% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
2.8/22.5Distribución de commits — el principal contribuyente firma el 88% de los commits
8.1/13.5Amplitud de contribuyentes — 6 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled6
top_contributor_share0,877
Cómo se puntúa
41.8/42Resolución de issues — 100% de issues cerradas
26.7/30Aceptación de PR — 923/1039 PR decididos fusionados
0/13Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d
0/15OpenSSF Scorecard: Code-Review — Found 0/14 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs923
open_issues2
closed_issues402
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,995
closed_unmerged_prs116
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluidos de la puntuación (sin datos o no aplicable): newcomer_pr_acceptance. Los pesos restantes se han renormalizado.
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
10.1/25Alcance del propietario — 24 seguidores de Jebel-Quant
12.5/25Trayectoria — 25 repos públicos, cuenta de ~1 años
Datos de entrada utilizados
followers24
owner_typeOrganization
is_verified
owner_loginJebel-Quant
public_repos25
account_age_days408
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 36 días
20/20Historial de versiones — 70 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesrhiza
ecosystemspypi
any_deprecatedno
min_days_since_publish36

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

100Excepcional · 19% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 14 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — ruff.toml
9.6/9.6Hooks de pre-commit
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 23 out of 23 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

Documentación

100Excepcional
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://jebel-quant.github.io/rhiza/
10/10Descripción del repositorio
10/10Topics — 16 topics
10/10Wiki
Datos de entrada utilizados
topicsci-cd, configuration-templates, automation, code-quality, devcontainer, developer-tools, docker, github-actions, linting, mkdocs, pytest, python, ruff, template, uv, rhiza
has_wiki
homepagehttps://jebel-quant.github.io/rhiza/
has_readme
has_docs_dir
has_description

Seguridad

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

90Excelente · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 23 out of 23 merged PRs checked by a CI test -- score normalized to 10
0.5/2.5CII-Best-Practices — badge detected: InProgress
0/7.5Code-Review — Found 0/14 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 5 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.2/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
5/5SAST — SAST tool detected
5/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate8,7
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
25/25Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories0
affected_packages0
assessed_packages11
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:rhiza@0.18.0 —lo que arrastra la instalación del paquete publicado—: 11 paquetes. No se analiza la alcanzabilidad.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.

81Excelente · 4% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 65 de 72 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,903
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes9437
Cómo se puntúa
18/18Arranque con un solo comando — Makefile, bundles/core/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — ruff.toml
0/11Verificación estática de tipos
10/10Entorno reproducible — devcontainer, Dockerfile, lockfile
10/10Práctica demostrada con agentes — 62 de los últimos 100 commits con autoría o crédito de agente
8/8Mantenimiento automatizado — 28 de los últimos 100 commits son actualizaciones automáticas de dependencias
9/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
Datos de entrada utilizados
has_nixno
has_tests
lockfilesuv.lock
has_dockerfile
typed_languageno
bootstrap_filesMakefile, bundles/core/Makefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0,62
toolchain_manifests
dependency_bot_commit_share0,28
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
55/55Tamaños de archivo manejables — 0/77 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes38.502
source_files_sampled77
oversized_source_files0

Datos clave

13estrellas de GitHub
6contribuidores
1746commits en los últimos 12 meses
1días desde el último push
100versiones publicadas
1factor bus
2issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

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

Más detalle

Historial de estrellas y forks 0 ★ / 5 ⇿
0Estrellas
5Forks
70Versiones

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.

12345512026-012026-032026-06
Mayor 0Menor 13Parche 56
OpenSSF Scorecard 8.7 / 10
8.7agregado

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 09:59 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests23 out of 23 merged PRs checked by a CI test -- score normalized to 10
2CII-Best-Practicesbadge detected: InProgress
0Code-ReviewFound 0/14 approved changesets -- score normalized to 0
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
9Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
10SASTSAST tool detected
10Security-Policysecurity policy file detected
8Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
9Vulnerabilities1 existing vulnerabilities detected
Todas las dependencias no recopilado

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

Avisos de dependencias 0

Instalar pypi:rhiza@0.18.0 arrastra 11 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.

Ningún aviso conocido afecta a las dependencias evaluadas.

Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.

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          "headline": "chore(deps): lock file maintenance (#1428)",
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          "author_login": "renovate[bot]",
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          "is_bot": false,
          "headline": "docs: add generated stats dashboard (#1427)",
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          "headline": "chore(deps): lock file maintenance (#1426)",
          "author_name": "renovate[bot]",
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        {
          "oid": "99cf49c23fb0df5ffe6f7cb837c2dda4cd1476d2",
          "body": "Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>",
          "is_bot": true,
          "headline": "chore(deps): update dependency typer to v0.27.0 (#1425)",
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          "author_login": "renovate[bot]",
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          "oid": "d962b771728ff176965265596c6ef7bfe6a15f81",
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          "is_bot": true,
          "headline": "chore(deps): update pre-commit hook astral-sh/uv-pre-commit to v0.11.…",
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          "author_login": "renovate[bot]",
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          "body": "…5.22 (#1422)\n\nCo-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>",
          "is_bot": true,
          "headline": "chore(deps): update pre-commit hook astral-sh/ruff-pre-commit to v0.1…",
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          "author_login": "renovate[bot]",
          "committed_at": "2026-07-17T14:02:31Z",
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          "headline": "chore(deps): update gcr.io/oss-fuzz-base/base-builder-python docker d…",
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          "author_login": "renovate[bot]",
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          "is_bot": false,
          "headline": "Delete .rhiza/make.d/releasing.mk (#1419)",
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          "headline": "chore: release v1.2.1",
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          "author_login": "tschm",
          "committed_at": "2026-07-17T05:14:53Z",
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          "headline": "ci: bump rhiza self-reference workflow and action pins to v1.2.1",
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          "body": "Bump version 1.1.3 → 1.2.0 and add the CHANGELOG entry.\n\nHeadline: rhiza-tools is fully removed from the template and the CI\nPython-version matrix is now derived from pyproject classifiers by\nbuild-and-inspect-python-package (#1414, #1415, #1416). Also: sync/validate and\nreleasing de-CLI'd (#1408, #\n[…]\nndle removed (#1396), v* tags protected + required checks pinned (#1410).\n\nCo-authored-by: Thomas Schmelzer <thomas.s@yukkalab.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "chore: release v1.2.0 (#1417)",
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          "body": "* chore: remove all rhiza-tools usage from the template\n\nrhiza-tools has been reduced to a single command; this removes every\n`uvx rhiza-tools` invocation from the Rhiza template and, per the\nretire-all-scanning decision, drops the dependency-vulnerability and\nsuppression gates.\n\n- CI Python matrix:\n[…]\nhored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Thomas Schmelzer <thomas.s@yukkalab.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "chore: remove all rhiza-tools usage from the template (#1415)",
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          "oid": "f5c82ada9667303d85e66f7af2a28771d29fee32",
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          "headline": "chore: drop make bump/release targets — releasing moves to rhiza-clau…",
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          "headline": "security: pin required checks to GitHub Actions and protect v* tags (…",
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          "body": "* chore: de-CLI make sync/validate — drop the rhiza-cli dependency\n\nThe core make layer no longer shells out to `uvx \"rhiza==$VERSION\" ...`.\nInstead `make sync` and `make validate` runtime-fetch the stdlib scripts\nfrom a pinned rhiza-claude release and run them with `python3`:\n\n- add RHIZA_CLAUDE_RE\n[…]\nd-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nSigned-off-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "is_bot": true,
          "headline": "chore(deps): update dependency mypy to v2.3.0 (#1406)",
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          "headline": "chore(deps): update pre-commit hook astral-sh/ruff-pre-commit to v0.1…",
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          "body": "…28 (#1405)\n\nCo-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>",
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          "headline": "chore(deps): update pre-commit hook astral-sh/uv-pre-commit to v0.11.…",
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          "headline": "chore: remove the automated rhiza_sync feature (sync is now manual) (…",
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          "body": "* Apply suggested fix to tests/utils/test_link_dogfood.py from Copilot Autofix\n\nCo-authored-by: Copilot Autofix powered by AI <223894421+github-code-quality[bot]@users.noreply.github.com>\nSigned-off-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\n\n* Fix relink() signature and test to resolve lowes\n[…]\nail.com>\nCo-authored-by: Copilot Autofix powered by AI <223894421+github-code-quality[bot]@users.noreply.github.com>\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>",
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          "headline": "Potential fix for 1 code quality finding (#1401)",
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          "headline": "Apply suggested fix to tests/bundles/test_bundle_combinations.py from…",
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          "body": "* Initial plan\n\n* fix: apply requested safety and robustness diffs\n\n* fix: satisfy ruff TRY003 and 100% docstring coverage in link_dogfood tests\n\nMove the long AssertionError message to a variable (TRY003) and add\ndocstrings to the two nested monkeypatch stand-ins so interrogate reaches\n100%.\n\nCo-Au\n[…]\n: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "Fix latent helper hazards and harden dogfood linking path (#1399)",
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          "headline": "Fix for Module is imported more than once (#1398)",
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          "committed_at": "2026-07-11T13:07:22Z",
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          "oid": "a9b53ca68f6cf557e93b18429f708c91a9cb5189",
          "body": "…d, git init commit, regex escape (#1395)\n\n* Initial plan\n\n* Fix Dockerfile CMD, CHANGELOG duplicate entry, lazy test sources, bundle names cache, NPX guard, git init commit, and regex escape\n\n* style: apply ruff autofixes (raw string prefix, dict comprehension formatting)\n\nCo-Authored-By: Claude Op\n[…]\n: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: Dockerfile CMD, CHANGELOG duplicate, lazy test sources, NPX guar…",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-07-11T12:54:48Z",
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          "oid": "9b5c3b7ad4b2325d044c7f27e81331c058f29d06",
          "body": "Signed-off-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>",
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          "headline": "Fix for Module is imported more than once (#1397)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-11T12:20:24Z",
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          "oid": "6186f35d243afc5812de35aeeefe5bb3076ef4f3",
          "body": "Fully retire the `claude` bundle (already dropped from all profiles in\n#1392). It shipped Claude Code slash commands under `.claude/commands/`\nthat are no longer maintained here.\n\n- delete bundles/claude/ and the dogfooded root .claude/commands/\n- drop the claude bundle from .rhiza/template-bundles.\n[…]\nle path bundles/core/.rhiza/assets/.\n\nThe opt-in github/gitlab-quality-review bundles (headless claude CLI\nreview) are unaffected.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(bundles): remove the claude bundle and its slash commands (#1396)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-11T12:19:27Z",
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          "is_bot": false,
          "headline": "Chore: bump version 1.1.2 → 1.1.3",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T14:43:04Z",
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          "oid": "966aee3c134eae7a816b9cadf16737d9ab9b80f9",
          "body": "* test(gitlab): validate GitLab CI templates without a GitLab host\n\nAdds tests/bundles/test_gitlab_ci.py, which assembles a gitlab-project (the\ndownstream sync closure) and exercises it three ways, closing the gap that let\nthe retired uv:*-bookworm image tag slip through GitHub-only CI:\n\n- test_pipe\n[…]\ns Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nCo-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "test(gitlab): validate GitLab CI templates without a GitLab host (#1394)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T14:41:53Z",
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          "oid": "88d7e3e4d8437d7064de43fc09aa2610685e8c37",
          "body": "* fix(gitlab): use valid uv image tag 0.11.16-debian (was -bookworm)\n\nAstral no longer publishes OS-codename Docker tags (`-bookworm`) for uv\n0.11.16; the Debian image is now tagged `-debian`/`-trixie`. The old\n`ghcr.io/astral-sh/uv:0.11.16-bookworm` returns 404 on ghcr, breaking every\nGitLab CI job\n[…]\nfied the tag exists on\nghcr for python 3.11–3.14.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: repair stale uv Docker image tags (gitlab + docker bundles) (#1393)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T14:23:12Z",
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        {
          "oid": "da1bd1ab14f64d98e885181ceba7687e290dd0a4",
          "body": "…oject profiles (#1392)\n\nThe claude bundle (Claude Code slash commands) is no longer included by\ndefault in the local, github-project, and gitlab-project profiles. It\nremains a standalone bundle (requires: core) that projects can adopt\nexplicitly. Docs (README profiles table, BUNDLE_TAXONOMY) updated to match.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(bundles): drop claude bundle from local/github-project/gitlab-pr…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T10:43:54Z",
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        },
        {
          "oid": "1c7aba62090f1d8e2a0cd0022862e800986669a1",
          "body": "Adds a `make install-completions` convenience target that copies the\nbundled shell-completion scripts (.rhiza/completions/) into the user's\ncompletion directory, so `make <TAB>` works without manual setup.\n\n- New core fragment bundles/core/.rhiza/make.d/completions.mk (ships to\n  consumers via the c\n[…]\nE; SHELL_KIND scoping).\n\nUses its own `##@ Shell Completion` help section to satisfy the\none-section-per-fragment structure guard.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(make): add install-completions target (#1391)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T09:01:32Z",
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        {
          "oid": "b0748ea2ac6b1b0e3bbf76470b717427cf22a289",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.1.1 → 1.1.2",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T06:14:03Z",
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        },
        {
          "oid": "259a5e343e83789908a8c3d43962b2ac2897d90c",
          "body": "…lf-test downstream (#1390)\n\n* fix(tests): standardize git_repo fixture on `main`; stop syncing its self-test downstream (#1388)\n\nThe shared `git_repo` fixture hardcoded `master` in three places (remote\nHEAD, local checkout, push), the one spot in the template that disagreed\nwith rhiza's `main` stan\n[…]\nd-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nSigned-off-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tests): standardize git_repo fixture on main; stop syncing its se…",
          "author_name": "Thomas Schmelzer",
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          "committed_at": "2026-07-10T06:04:50Z",
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        },
        {
          "oid": "4c1561d3f88e6ed455c49d72bc860eee4782f096",
          "body": "The tests bundle shipped a self-contained, self-testing trio to every\nconsumer repo — the git_repo fixture (in conftest.py), its only consumer\ntest_git_repo_fixture.py, and test_utils.py (whose GIT export only the\nfixture used). None of it is usable by consumers: it exists purely to\ntest itself, so \n[…]\nres). Verified: relocated fixture test + bundle\nsuite pass (45 passed, 2 skipped); full tests/ tree collects cleanly\n(1341 tests).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: stop shipping the git_repo fixture in the tests bundle (#1389)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T05:33:42Z",
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        },
        {
          "oid": "bb8e32006be6258ee8dcb4e3a9af47bed648fb8d",
          "body": "The `dogfood-symlinks` job was gated by\n`if: github.repository == 'jebel-quant/rhiza'`, so in every downstream\nconsumer of this reusable workflow it could only ever appear as a\npermanently-skipped job — pure noise in their CI job list.\n\nIts invariant (root dogfood copies are byte-identical symlinks \n[…]\nRemoving the job keeps the drift guard where it belongs (the test suite)\nand stops leaking a skipped job into downstream projects.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: drop mother-repo-only dogfood symlink guard from reusable CI (#1387)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T05:03:24Z",
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        {
          "oid": "a1a30d523526ce01bcf3b40b8c8a24b87be491e3",
          "body": "… bundle (#1386)\n\nThe /rhiza_* Claude Code slash commands lived in the required `core` bundle\n(rhiza_quality, rhiza_release, rhiza_update) and the `book` bundle (rhiza_book),\nforcing .claude/commands/* onto every downstream consumer regardless of whether\nthey use Claude Code. That is inconsistent wi\n[…]\nts/ 1332 passed; .rhiza/tests/ 46 passed/1 skipped; sync-self-check\nclean; template-bundles.yml validates against its JSON schema.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(bundles): extract Claude Code commands into a dedicated `claude`…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T04:48:18Z",
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          "oid": "4474112f98e77161cf4d2ecbb0f909a96d07bb12",
          "body": "Docs / discoverability:\n- Move the LFS bundle doc from .rhiza/docs/LFS.md to docs/lfs/LFS.md so it\n  follows the same dogfood-symlink pattern as every other bundle doc and now\n  appears in the book (added to the Development nav in mkdocs.yml). This\n  changes where downstream consumers of the lfs bun\n[…]\nrise-sync / validate into a single parse-time IS_MOTHER_REPO\n  variable, so the origin regex lives in one place and git runs once.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: relocate LFS doc into the book + dedup Makefile fragments (#1385)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-10T04:04:03Z",
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        {
          "oid": "cc162bbe38291955e0aa5f3418c1bcfd10fbba24",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.1.0 → 1.1.1",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T08:36:04Z",
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          "oid": "d3d15a9e38c94077fc787a262086ffa9b3d3f729",
          "body": "…dead template (#1383) (#1384)\n\n* Chore: bump version 1.0.3 → 1.1.0\n\n* test: add missing docstring to TestGitlabImagePinning._gitlab_ci_yml\n\nRestores docstring coverage to 100% (interrogate gate).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(gitlab-ci): single-source uv image, cross-job caching, drop …",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T08:26:42Z",
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        {
          "oid": "c9178dbfd10c54310f9e0d2153e8400d0c210ed1",
          "body": "…) (#1382)\n\n* fix: self-provision ty/mypy in typecheck target (#1381)\n\nThe `typecheck` target invoked `ty` and `mypy` with bare `uv run`, which\nonly runs a tool already present in the project environment — it does not\nauto-install. Neither checker is a declared dependency, so on a clean CI\nrunner (`\n[…]\ncommand shape and no longer found the substrings.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: self-provision ty/mypy in typecheck + harmonize GitLab CI (#1381…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T07:57:27Z",
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        {
          "oid": "94214b12ebb2747d52de8ab9e3601579495757f4",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.0.3 → 1.1.0",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T06:10:57Z",
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        },
        {
          "oid": "2e70e1069f3e3122457005272df6398feaf3db42",
          "body": "…1380)\n\n`.rhiza/requirements/*.txt` (shipped via the core/tests/marimo bundles and\npip-installed by `make install`) overlapped and diverged from pyproject's\n`[dependency-groups]`, and — because the shipped Makefiles ran `uv run <tool>` —\nit silently provisioned every downstream consumer too. Replace\n[…]\nct.py`.\n\nVerified: make test (1304), rhiza-test (46), docs-coverage (100%), typecheck,\ndeptry, fmt all green; uv.lock regenerated.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: remove .rhiza/requirements; provision tooling on the fly (#…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T06:09:34Z",
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        },
        {
          "oid": "9b39ef22575141c4e11209afa98032102c778c1f",
          "body": "…o tests/ (#1379)\n\n* test: move rhiza-managed template tests out of the shipped bundle into tests/\n\nThe `.rhiza/tests` suite ships downstream via the `tests`/`github`/`lfs`\nbundles and runs in every consumer repo (`make rhiza-test`). Many of those\ntests only validate rhiza-managed template files — M\n[…]\n\n  explicitly; the test keeps running on Windows.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: move rhiza-managed template tests out of the shipped bundle int…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T05:26:45Z",
          "body_truncated": true,
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        },
        {
          "oid": "e0df519736ce21aeb9c382004dc307fdd5796ab1",
          "body": "… to rhiza-tools (#1378)\n\nThe suppression-audit and pip-audit tooling that lived in .rhiza/utils/*.py\nmoved into the rhiza-tools package (v0.8.0, #311) as first-class\n`rhiza-tools pip-audit` and `rhiza-tools suppression-audit` commands. Stop\nshipping the scripts from any bundle and call the CLI inst\n[…]\naims retained.\n- Update affected tests and docs (CLAUDE.md, SECURITY.md scope, CI_ENFORCEMENT,\n  GLOSSARY, rhiza_quality command).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: remove .rhiza/utils; delegate pip-audit & suppression-audit…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-09T04:53:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dae98a7946ff356ebc415db4f30e9fedb6f7335f",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.0.2 → 1.0.3",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-08T03:55:07Z",
          "body_truncated": false,
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        {
          "oid": "986dcfc92921f42978e591b532bd46d51ce5e6c1",
          "body": "…Rs/MRs (GitHub + GitLab) (#1376)\n\n* Add opt-in github-quality-review bundle (advisory Claude scorecard)\n\nIntroduce a new GitHub overlay bundle that runs the synced /rhiza_quality\ncommand via Claude Code on pull requests and posts an advisory scorecard as\na PR comment. It supplements — never replace\n[…]\n and the job does not error (still allow_failure)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add opt-in quality-review bundles: advisory Claude design review on P…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-08T03:50:32Z",
          "body_truncated": true,
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        },
        {
          "oid": "72d7bd5ff080899624741cf2e72c7ca96d46645c",
          "body": "Bumps the github-actions group with 5 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [github/codeql-action/init](https://github.com/github/codeql-action) | `4.36.2` | `4.36.3` |\n| [github/codeql-action/analyze](https://github.com/github/codeql-action) | `4.36.2` | `4.36.3` |\n| [docker/login\n[…]\nsion-update:semver-patch\n  dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps)(deps): bump the github-actions group with 5 updates (#1375)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-07T06:21:52Z",
          "body_truncated": true,
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        },
        {
          "oid": "9298b23ea55079fdc576c527ac5ee8729babd917",
          "body": "…coverage (#1372, #1373) (#1374)\n\nReduce every C-or-worse cyclomatic-complexity block in the Python surface to B\nor better, and document why `make test` runs without a coverage number here.\n\n#1372 — complexity:\n- utils/link_dogfood.py: relink C(20)->B(9) by extracting _classify_dogfood\n  (per-file e\n[…]\n fmt, typecheck, validate (100% cov on .rhiza/utils), and\ntest (1194 passed) all green; radon shows no C-or-worse block remaining.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: eliminate C-ranked complexity blocks; document mother-repo …",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-07T04:20:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a68814fd3c916f5e55b3c43740ec332ff901ddf3",
          "body": "Harden the symlink dogfood model introduced on symlink-dogfood-bundles.\n\nCloses #1369: add tests/bundles/test_bundle_dogfood_symlinks.py — for every\ntracked root path with a bundle twin, assert it is either a documented\ncarve-out (a real file) or a symlink resolving into bundles/ byte-identical to\ni\n[…]\npo-only dogfood-symlinks CI job\nthat fails a PR which adds a bundle file (or lets a copy reappear) without\nrunning make sync-self.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(bundles): guard dogfood symlink invariant + CI drift check (#1371)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-06T13:55:13Z",
          "body_truncated": true,
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        },
        {
          "oid": "749157d7a8115847da2f42d511edb49b098b0e79",
          "body": "…es (#1357)\n\nMake bundles/ the single source of truth for the mother repo's own\ndogfood files. 68 root files (.rhiza/**, .claude/commands/*, top-level\nMakefile/ruff.toml/cliff.toml/LICENSE/pytest.ini, etc.) are now relative\nsymlinks into their owning bundle, so editing the bundle file propagates\naut\n[…]\nf` to (re)create the links\n- add tests/bundles/test_bundle_github_sync.py for the .github copies\n- document the model in CLAUDE.md\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: dogfood bundles via symlinks instead of byte-identical copi…",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-06T11:48:56Z",
          "body_truncated": true,
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        {
          "oid": "76e9bec5ac5ec09e016253ddc7a4431c53a10a0f",
          "body": null,
          "is_bot": false,
          "headline": "Chore: bump version 1.0.1 → 1.0.2",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-06T11:14:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "1c9a2185ad47ea447f87cdd83dc7a2f1c4c7cebb",
          "body": "* Initial plan\n\n* Add vscode bundle for recommended extensions and editor settings\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>",
          "is_bot": false,
          "headline": "Add vscode bundle for recommended extensions and editor settings (#1362)",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-07-06T11:12:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "086a37d3fed2a0f1eaf5f29f01bce65cfe808fae",
          "body": "* Initial plan\n\n* Add TYPECHECKER option to run ty or mypy instead of both\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: Thomas Schmelzer <thomas.schmelzer@gmail.com>",
          "is_bot": false,
          "headline": "Add TYPECHECKER option to run ty or mypy instead of both (#1360)",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-07-06T11:07:04Z",
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        },
        {
          "oid": "71d2617e202a01c213d532723afbbaf61d06dd5d",
          "body": "PyPI metadata for a just-published release — especially the first\nrelease of a new package — can lag the upload by several minutes,\ncausing the conda recipe step to fail spuriously. Retry grayskull up\nto 5 times with a 60s pause before giving up.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(release): retry grayskull while PyPI metadata propagates (#1363)",
          "author_name": "Thomas Schmelzer",
          "author_login": "tschm",
          "committed_at": "2026-07-06T10:08:21Z",
          "body_truncated": false,
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        },
        {
          "oid": "18c2ffd159b08a8b3a636296b1f675267deb439e",
          "body": "…a to v0.37.4 (#1368)\n\nCo-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update pre-commit hook python-jsonschema/check-jsonschem…",
          "author_name": "renovate[bot]",
          "author_login": "renovate[bot]",
          "committed_at": "2026-07-06T10:07:36Z",
          "body_truncated": false,
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          "is_bot": true,
          "headline": "chore(deps): update gcr.io/oss-fuzz-base/base-builder-python docker d…",
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          "is_bot": true,
          "headline": "chore(deps): update pre-commit hook astral-sh/uv-pre-commit to v0.11.…",
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          "headline": "chore(deps): update pre-commit hook betterleaks/betterleaks to v1.6.1…",
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          "is_bot": true,
          "headline": "chore(deps): lock file maintenance (#1364)",
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          "headline": "Chore: bump version 1.0.0 → 1.0.1",
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          "oid": "d64b5e9222df50befc13ae293556e70320a6e5d5",
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          "headline": "docs(rhiza_quality): make the issue-filing prompt a multi-select menu…",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "23 out of 23 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": 2,
            "reason": "badge detected: InProgress",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/14 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 5 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": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 10,
            "reason": "project is 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 28 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 9,
            "reason": "dependency not pinned by hash detected -- score normalized to 9",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 10,
            "reason": "SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
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            "reason": "5 out of the last 5 releases have a total of 5 signed artifacts.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
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            "name": "Token-Permissions",
            "score": 10,
            "reason": "GitHub workflow tokens follow principle of least privilege",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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          {
            "name": "Vulnerabilities",
            "score": 9,
            "reason": "1 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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      "has_dependabot_config": true
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      "ci_last_run_at": "2026-07-30T03:31:55Z",
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      "last_merged_pr_at": "2026-07-30T02:56:00Z",
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          "created_at": "2025-12-13T14:27:59Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1267,
          "created_at": "2026-06-18T07:22:52Z",
          "last_comment_at": null,
          "last_comment_author": null
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    "url": "https://github.com/Jebel-Quant/rhiza",
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      "key": "overall",
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      "notes": [
        {
          "code": "overall_calibration",
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        "metrics": [
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            "key": "abandonment",
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        "key": "community",
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            "key": "popularity",
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              "watchers": 1,
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            "components": [
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                "key": "stars",
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                "key": "forks",
                "name": "Forks",
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                "details": [
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                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "watchers",
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                      "count": 1
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                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
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              "readme_badge_services": [],
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            "components": [
              {
                "key": "readme",
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                "points": 22.5,
                "status": "met",
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              },
              {
                "key": "license",
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                "points": 16.9,
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                "details": [
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              },
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                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "status": "missed",
                "details": [],
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              },
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                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
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                "max_points": 6.3
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            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "good",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 73,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 25379
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            "components": [
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                "key": "monthly_downloads",
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                "detail": "25,379 downloads/month across pypi",
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                "status": "partial",
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              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
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                "status": "excluded",
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        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
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        "weight": 0.23,
        "metrics": [
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            "notes": [],
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                "key": "commit_distribution",
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          },
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            "key": "responsiveness",
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            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
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                "code": "excluded_no_data",
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              },
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            ],
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            "inputs": {
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              "closed_issues": 402,
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            "components": [
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                "key": "issue_resolution",
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                "detail": "100% of issues closed",
                "points": 41.8,
                "status": "partial",
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                "key": "pr_acceptance",
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              {
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                "details": [
                  {
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            "inputs": {
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                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 36 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 36
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "70 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 70
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "exceptional",
        "name": "Engineering Quality",
        "value": 100,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "exceptional",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "14 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "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": "ruff.toml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "23 out of 23 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "exceptional",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ci-cd",
                "configuration-templates",
                "automation",
                "code-quality",
                "devcontainer",
                "developer-tools",
                "docker",
                "github-actions",
                "linting",
                "mkdocs",
                "pytest",
                "python",
                "ruff",
                "template",
                "uv",
                "rhiza"
              ],
              "has_wiki": true,
              "homepage": "https://jebel-quant.github.io/rhiza/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://jebel-quant.github.io/rhiza/",
                "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": "16 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 16
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "excellent",
        "name": "Security",
        "value": 90,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "excellent",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 87,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 8.7
            },
            "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": "branch protection is not maximal on development and all release branches",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "23 out of 23 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": "badge detected: InProgress",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/14 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "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 28 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 9",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "5 out of the last 5 releases have a total of 5 signed artifacts.",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:rhiza@0.18.0 runtime dependency closure — what installing the published package pulls in — 11 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:rhiza@0.18.0",
                  "assessed": 11
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 11,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 11,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 7
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 81,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.903,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 9437
            },
            "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": "65 of 72 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 65,
                      "sampled": 72
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "bundles/core/Makefile"
              ],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.62,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.28
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, bundles/core/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, bundles/core/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml"
                    }
                  }
                ],
                "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": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "62 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 62,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "28 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 28,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 9",
                "points": 9,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 38502,
              "source_files_sampled": 77,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/77 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 77,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T09:59:56.198477Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/Jebel-Quant/rhiza.svg",
  "full_name": "Jebel-Quant/rhiza",
  "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 v2.3.1, esquema v0.27.0 — metodología completa · wiki de métricas.

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