Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-28 10:16 UTC

Geocodio / geocodio-library-python

geocod.io Python library

PythonMIT★ 4 estrellas⑂ 5 forksdesde abr 2025Ver en GitHub ↗

Geocodio/geocodio-library-python tiene un índice de salud de 57 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (72/100) y la más baja, Community & Adoption (39/100). Se actualizó por última vez hace 11 días. Una sola persona concentra la mayor parte del trabajo reciente.

57
global / 100
Moderado

Índice de salud del software

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

57
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

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

Titularidad

GeocodioOrganización
10 seguidores35 repositorios públicosdesde feb 2014

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

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
PyPIgeocodio-library-python1.0.046328hace 52 días

Métricas por categoría

Vitalidad

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

72Bueno · 22% del índice global
Cómo se puntúa
28.8/36Recencia de push — último push hace 11 días
6.2/36Cadencia de commits — 9/52 semanas con commits
14.9/18Volumen de commits — 45 commits en el último año
4/10OpenSSF Scorecard: Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
Datos de entrada utilizados
commits_last_year45
human_commit_share1
days_since_last_push11
active_weeks_last_year9
Cómo se puntúa
27/27Publica versiones — 11 versiones publicadas
36/36Recencia de las versiones — última versión hace 11 días
27/27Cadencia de publicación — una versión cada ~38 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count11
latest_release_tagv1.2.0
releases_from_tagsno
days_since_latest_release11
mean_days_between_releases38
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

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

39En riesgo · 18% del índice global
Cómo se puntúa
7.7/60Estrellas — 4 estrellas
5/25Forks — 5 forks
2.7/15Observadores — 4 observadores
Datos de entrada utilizados
forks5
stars4
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
Cómo se puntúa
48.9/80Descargas mensuales — 4632 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesgeocodio-library-python
dependents
ecosystemspypi
total_downloads
monthly_downloads4632
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?

65Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
8.9/22.5Distribución de commits — el principal contribuyente firma el 60% de los commits
5.4/13.5Amplitud de contribuyentes — 4 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled4
top_contributor_share0,605
Cómo se puntúa
46.8/46.8Resolución de issues — 100% de issues cerradas
29.6/38.3Aceptación de PR — 17/22 PR decididos fusionados
1.5/15OpenSSF Scorecard: Code-Review — Found 4/21 approved changesets -- score normalized to 1
Datos de entrada utilizados
merged_prs17
open_issues0
closed_issues7
issue_closed_ratio1
closed_unmerged_prs5
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
7.5/25Alcance del propietario — 10 seguidores de Geocodio
23.3/25Trayectoria — 35 repos públicos, cuenta de ~12 años
Datos de entrada utilizados
followers10
owner_typeOrganization
is_verified
owner_loginGeocodio
public_repos35
account_age_days4551
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 52 días
20/20Historial de versiones — 8 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgeocodio-library-python
ecosystemspypi
any_deprecatedno
min_days_since_publish52

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

54Moderado · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 2 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
16/20OpenSSF Scorecard: CI-Tests — 7 out of 8 merged PRs checked by a CI test -- score normalized to 8
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentación

40En riesgo
Cómo se puntúa
30/30README
0/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
0/10Topics
0/10Wiki
Datos de entrada utilizados
topics
has_wikino
homepage
has_readme
has_docs_dirno
has_description

Seguridad

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

46En riesgo · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2/2.5CI-Tests — 7 out of 8 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 4/21 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 5 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
3/7.5Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3,3
Excluidos de la puntuación (sin datos o no aplicable): packaging, signed_releases. Los pesos restantes se han renormalizado.
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
25/25Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories0
affected_packages0
assessed_packages6
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:geocodio-library-python@1.0.0 —lo que arrastra la instalación del paquete publicado—: 6 paquetes. No se analiza la alcanzabilidad.

Preparación para IA

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

44En riesgo · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 87 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,87
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
0/11Configuración de lint / formato
0/11Verificación estática de tipos
10/10Entorno reproducible — lockfile
10/10Práctica demostrada con agentes — 6 de los últimos 100 commits con autoría o crédito de agente
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0,06
toolchain_manifests
dependency_bot_commit_share0
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
55/55Tamaños de archivo manejables — 0/26 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes54.413
source_files_sampled26
oversized_source_files0

Datos clave

4estrellas de GitHub
4contribuidores
45commits en los últimos 12 meses
11días desde el último push
11versiones publicadas
1factor bus
0issues 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
8Versiones

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.

12345512025-102026-032026-07
Mayor 1Menor 6Parche 1
OpenSSF Scorecard 3.3 / 10
3.3agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-28 10:16 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
8CI-Tests7 out of 8 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 4/21 approved changesets -- score normalized to 1
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
4Maintained5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3Vulnerabilities7 existing vulnerabilities detected
Dependencias directas 1
RegistroPaqueteRestricción de versiónManifiesto
PyPIhttpx>=0.24.0pyproject.toml
Todas las dependencias no recopilado

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

Avisos de dependencias 0

Instalar pypi:geocodio-library-python@1.0.0 arrastra 6 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.

Ningún aviso conocido afecta a las dependencias evaluadas.

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

Informe JSON sin procesar legible por máquina
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          "headline": "fix: update version in pyproject.toml to 0.5.0",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2026-01-06T11:08:02Z",
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          "body": "* feat(distance): add Distance API support\n\nAdd full Distance API support matching the PHP SDK implementation:\n\n- Add Coordinate class for flexible coordinate input formats (string, tuple, dict)\n- Add distance() method for single origin to multiple destinations (GET)\n- Add distance_matrix() method f\n[…]\n): remove unused f-string prefixes\n\n* chore: prepare release v0.5.0\n\n- Bump version to 0.5.0\n- Update CHANGELOG with Distance API features\n\n---------\n\nCo-authored-by: Mathias Hansen <me@codemonkey.io>",
          "is_bot": false,
          "headline": "feat(distance): add Distance API support (#21)",
          "author_name": "Sylvester Damgaard",
          "author_login": "sylvesterdamgaard",
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          "body": "fix(parser): support nested field structures with backward compatibility",
          "is_bot": false,
          "headline": "Merge pull request #18 from Geocodio/fix/nested-field-parsing",
          "author_name": "Sylvester Damgaard",
          "author_login": "sylvesterdamgaard",
          "committed_at": "2025-11-19T16:23:41Z",
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        },
        {
          "oid": "ee94771ce92095d40223b4792588ed27206c1d0c",
          "body": "The test was checking for non-existent fields:\n- zip4.zip4 → zip4.plus4\n- zip4.delivery_point → zip4.city_delivery\n\nAlso added validation for zip9 and valid_delivery_area fields\nto match the actual API response structure.\n\nVerified with real API - test now passes.",
          "is_bot": false,
          "headline": "fix(tests): correct ZIP4Data field names in E2E test",
          "author_name": "Sylvester Damgaard",
          "author_login": "sylvesterdamgaard",
          "committed_at": "2025-11-19T13:47:56Z",
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        },
        {
          "oid": "af65377750419f640ab5bed192d13ab9d2cad182",
          "body": "API changed response format from flat to nested structure for several fields:\n- Census: census2010: {...} → census: {2010: {...}}\n- ACS: acs-demographics: {...} → acs: {demographics: {...}}\n- School districts: school: [...] → school_districts: {elementary: {...}}\n\nAdditionally, census field names ch\n[…]\n\n- census2031+ years work automatically without code changes\n- cd120+ congressional districts work automatically\n- Unknown API fields captured in extras dict\n\nFixes #15\nFixes #16\nCloses #14\nCloses #17",
          "is_bot": false,
          "headline": "fix(parser): support nested field structures with backward compatibility",
          "author_name": "Sylvester Damgaard",
          "author_login": "sylvesterdamgaard",
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          "headline": "chore: bump version to 0.3.0",
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          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-10-24T09:04:38Z",
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          "body": "Fix: Census field appends not included in response",
          "is_bot": false,
          "headline": "Merge pull request #13 from Geocodio/fix/census-field-appends-issue-12",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-10-24T08:59:24Z",
          "body_truncated": false,
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        },
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          "oid": "0eb5dcc064aa6a1f61339d689f5b82813a815995",
          "body": "Replace hardcoded census year parsing (census2010, census2020, census2023)\nwith dynamic detection and parsing of any census field returned by the API.\n\nChanges:\n- Modified _parse_fields() to automatically detect and parse any field\n  matching the pattern \"census\" + digits (e.g., census2024, census20\n[…]\nre-proof: new census years only require adding a field definition\n  to GeocodioFields, no changes needed to parsing logic\n- Maintains backwards compatibility with all existing census fields\n\nFixes #12",
          "is_bot": false,
          "headline": "fix: dynamically parse all census field appends",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-10-23T13:51:21Z",
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        },
        {
          "oid": "0a06fca1700963e64d5ecde438477b709bfbcced",
          "body": "Add test case to verify that all census year fields (census2010,\ncensus2020, census2023, census2024) are properly parsed and included\nin the response.\n\nThis test currently demonstrates the bug where census2024 and other\nyears beyond 2023 are not being parsed even though the API returns\nthem.\n\nRelates to #12",
          "is_bot": false,
          "headline": "test: add test for census field appends",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-10-23T13:50:53Z",
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        },
        {
          "oid": "e33e911e9aca3fe9e89661c303bb73f42edda82e",
          "body": "- Bump version to 0.2.0\n- Update CHANGELOG with breaking change notes\n- Document migration guide for GeocodioClient to Geocodio rename",
          "is_bot": false,
          "headline": "chore: prepare release v0.2.0",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T16:01:05Z",
          "body_truncated": false,
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          "body": "refactor!: Rename GeocodioClient to Geocodio",
          "is_bot": false,
          "headline": "Merge pull request #11 from Geocodio/refactor/rename-client-to-geocodio",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T15:59:51Z",
          "body_truncated": false,
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        },
        {
          "oid": "4ca2d4b09745b0d7c138bcbe1fd1c0d5baa8ec63",
          "body": "Update all code examples and documentation in README to reflect the renamed class.",
          "is_bot": false,
          "headline": "docs: update README examples to use Geocodio class name",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T15:56:39Z",
          "body_truncated": false,
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        },
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          "oid": "0835d0b524bce75643c8cead0d8bdf48646b6420",
          "body": "Update all test files and smoke tests to import and use the new Geocodio class name instead of GeocodioClient.",
          "is_bot": false,
          "headline": "test: update tests to use renamed Geocodio class",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T15:56:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "559a88c8369f2d2aafa23b9067c1fc8eb1c545f5",
          "body": "BREAKING CHANGE: The main client class has been renamed from GeocodioClient to Geocodio for simplicity and consistency with other SDKs.\n\nMigration guide:\n- Change imports from `from geocodio import GeocodioClient` to `from geocodio import Geocodio`\n- Update instantiation from `client = GeocodioClient(...)` to `client = Geocodio(...)`",
          "is_bot": false,
          "headline": "refactor\\!: rename GeocodioClient to Geocodio",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T15:56:18Z",
          "body_truncated": false,
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        },
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          "oid": "4713a68ccae569086e42cc349733d67b6caf9a65",
          "body": null,
          "is_bot": false,
          "headline": "docs: Moved development installation to the bottom of the README",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:34:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "534f12dee14447192e07e5d892ab705cd9d7fa94",
          "body": "Resolved flake8 W292 warning by ensuring the file ends with a newline character.",
          "is_bot": false,
          "headline": "fix: add missing newline at end of _version.py file",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:32:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c563d04ad4cf0e034181ccdf9d3f2bf65b39ea8e",
          "body": null,
          "is_bot": false,
          "headline": "chore: prepare release v0.1.0",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:25:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81a0aed95c4d4879b7b8b2c3789d3073f58d042f",
          "body": "feat: Add user-agent header to all API requests",
          "is_bot": false,
          "headline": "Merge pull request #10 from Geocodio/feat/add-user-agent-header",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:19:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb185aed695f176fe6686765491a0cab75eab47e",
          "body": "- Create centralized version management in _version.py\n- Add USER_AGENT constant with format 'geocodio-library-python/{version}'\n- Include User-Agent header in all HTTP requests via _request() method\n- Add comprehensive test coverage for user-agent header verification",
          "is_bot": false,
          "headline": "feat(client): add user-agent header to all API requests",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:11:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cb1433a524a23aec4c0c422b603440c9bf0a10be",
          "body": "refactor: use Authorization header for API authentication",
          "is_bot": false,
          "headline": "Merge pull request #9 from Geocodio/refactor/auth-header-authentication",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:06:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a1ca43ae2335908c26d18a276c99a3f153ab95c",
          "body": "Update all test mocks to match the new authentication implementation\nusing Authorization headers instead of query parameters.\n\n- Update httpx_mock fixtures to use match_headers with Bearer token\n- Remove api_key from query parameter expectations in all test files\n- Ensure all error mapping and geocoding tests pass with new auth format",
          "is_bot": false,
          "headline": "test: update mocks to expect Authorization header",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:04:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2f16d2b591affffb730bf3de30c7819d88f971f",
          "body": "…API key\n\nMigrate API key authentication from query parameters to Authorization header\nfollowing security best practices and Geocodio API documentation recommendations.\nThis reduces code duplication by centralizing auth header injection in the\n_request method.\n\n- Add Authorization header with Bearer\n[…]\nemove redundant api_key parameter initialization from all API methods\n- Make params parameter optional in _request method (defaults to empty dict)\n- Remove TODO comment about repeated API key handling",
          "is_bot": false,
          "headline": "refactor(auth): use Authorization header instead of query params for …",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:03:54Z",
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        },
        {
          "oid": "57c4ae5678baa90da8f620a0ab1cccd85d27d068",
          "body": "Add documentation showing how to use the library with Geocodio Enterprise\nby passing api.enterprise.geocod.io as the hostname parameter.",
          "is_bot": false,
          "headline": "docs: add Geocodio Enterprise usage section to README",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:01:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fbbe6ced8ae0d5e5f9f8a309dca9b74757520b9",
          "body": "feat: Update to Geocodio API v1.9",
          "is_bot": false,
          "headline": "Merge pull request #8 from Geocodio/feat/update-api-v1.9",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T13:56:06Z",
          "body_truncated": false,
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        },
        {
          "oid": "fffd2847ff6a2de23ef0562be7fab8144ccb9c96",
          "body": "- Update API base path from v1.8 to v1.9 in client\n- Update all test URLs to use v1.9 endpoints\n- Update smoke test logging to reflect v1.9",
          "is_bot": false,
          "headline": "feat: update to Geocodio API v1.9",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T13:53:08Z",
          "body_truncated": false,
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        },
        {
          "oid": "3bf342e8c145769e4ff1cf58dcb6bc2f85c42a82",
          "body": "feat(client): add configurable timeout support for all API operations",
          "is_bot": false,
          "headline": "Merge pull request #7 from Geocodio/feat/configurable-timeouts",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T13:41:14Z",
          "body_truncated": false,
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        },
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          "oid": "60e0305e9e1b82e1ef239b1a8bd04baa75711b77",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into feat/configurable-timeouts",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T13:41:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74d7ee4da91671169e86bccc82ff816268cc0adf",
          "body": "Fix batch reverse geocoding coordinate format",
          "is_bot": false,
          "headline": "Merge pull request #6 from Geocodio/fix/batch-reverse-geocoding",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T13:39:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b54a08b6fd7a1627edb46119fa8281bc63b3bcce",
          "body": "- Add configurable timeouts for single, batch, and list API operations\n- Default timeouts: 5s (single), 30min (batch), 60s (list API)\n- Users can override defaults via GeocodioClient constructor\n- Pass appropriate timeout from each method to _request()",
          "is_bot": false,
          "headline": "feat(client): add configurable timeout support for all API operations",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T13:05:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "979fc6f10067e019daed424b18c96b3f72f9d774",
          "body": "Increased the HTTP request timeout from 30 to 60 seconds to handle\nDELETE operations on the lists API that can take longer for large lists.\nThis resolves the ReadTimeout errors occurring in the GitHub Actions CI.",
          "is_bot": false,
          "headline": "fix(client): increase HTTP timeout to prevent test failures",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T12:53:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c05f6c5b87e6056181c804dad06b5c763f1db0d1",
          "body": "The library was sending coordinates in incorrect format for batch reverse\ngeocoding operations, causing API errors. Coordinates are now properly\nconverted to strings before sending to the API.\n\n- Convert tuple coordinates to comma-separated strings\n- Send coordinates as plain array instead of wrapped object\n- Support mixed input formats (tuples and strings)",
          "is_bot": false,
          "headline": "fix(reverse): fix batch reverse geocoding coordinate format",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T12:19:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "31a3abc1fd8d2720864d93d0d16eecca6d4776c8",
          "body": "Corrected the import statements for exception classes to properly\nimport from geocodio.exceptions module instead of the main geocodio\nmodule. This ensures the code examples work correctly.",
          "is_bot": false,
          "headline": "docs: fix error handling import statements in README",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T12:18:19Z",
          "body_truncated": false,
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        },
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          "oid": "1c6c6c2cfb88ff643c03c22d58269d10b213b4d5",
          "body": null,
          "is_bot": false,
          "headline": "fix: Update license",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T11:50:32Z",
          "body_truncated": false,
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        },
        {
          "oid": "7662863062283167eafc4169cff6d9033904079f",
          "body": "Enhance GitHub Actions workflows for publishing",
          "is_bot": false,
          "headline": "Merge pull request #5 from Geocodio/hotfix/publish-workflow",
          "author_name": "Ed Finkler",
          "author_login": "funkatron",
          "committed_at": "2025-07-01T21:13:38Z",
          "body_truncated": false,
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        },
        {
          "oid": "d616412a5b0507c10149d04f2470f839d291bd1d",
          "body": "- Add push triggers for main, hotfix, and release branches in publish.yml\n- Introduce test-act-event-ci.json and test-act-event-publish.json for local workflow testing with act, enabling version and publish target inputs",
          "is_bot": false,
          "headline": "Enhance GitHub Actions workflows for publishing",
          "author_name": "Ed Finkler",
          "author_login": "funkatron",
          "committed_at": "2025-07-01T21:12:27Z",
          "body_truncated": false,
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        },
        {
          "oid": "d8dbf4665d5a4ae09c6d8d2a6b20a9526ef5fbbf",
          "body": "Feature/ci pipeline tasks",
          "is_bot": false,
          "headline": "Merge pull request #4 from Geocodio/feature/ci-pipeline-tasks",
          "author_name": "Ed Finkler",
          "author_login": "funkatron",
          "committed_at": "2025-07-01T20:30:06Z",
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        },
        {
          "oid": "601d45639fbd680923bf7e7881253d0f18de09a5",
          "body": "- Add tests/test_workflows.py with pytest-based workflow tests\n\n- Test CI and publish workflows using act\n\n- Skip tests in CI environments to avoid Docker-in-Docker conflicts\n\n- Use --container-architecture linux/amd64 for M-series chip compatibility\n\n- Support real TestPyPI tokens when available\n\n- Update README.md with workflow testing setup instructions\n\n- Document prerequisites: act, Docker, and optional TestPyPI token",
          "is_bot": false,
          "headline": "Add workflow testing with act for local development",
          "author_name": "Ed Finkler",
          "author_login": "funkatron",
          "committed_at": "2025-07-01T20:23:07Z",
          "body_truncated": false,
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        },
        {
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          "body": "Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Update test_pypi_release.py",
          "author_name": "Ed Finkler",
          "author_login": "funkatron",
          "committed_at": "2025-07-01T20:07:27Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
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          "body": "Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Update .github/workflows/ci.yml",
          "author_name": "Ed Finkler",
          "author_login": "funkatron",
          "committed_at": "2025-07-01T20:07:06Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "800bfabec8c73ded9b43545dc8ae102cec9bf9f2",
          "body": null,
          "is_bot": false,
          "headline": "revert: remove CI test line",
          "author_name": "Ed Finkler",
          "author_login": "funkatron",
          "committed_at": "2025-06-30T23:08:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e59c3b998601fd9beb446f8a1528ab5e8d92ef6",
          "body": null,
          "is_bot": false,
          "headline": "test: trigger CI with API key to verify e2e tests run",
          "author_name": "Ed Finkler",
          "author_login": "funkatron",
          "committed_at": "2025-06-30T23:07:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "137cd96514d891ee0b5fef2e87808eda3b5e6893",
          "body": "- Added section on CI processes, including unit tests and E2E test conditions.\n- Documented the PyPI publishing workflow and local packaging script usage.",
          "is_bot": false,
          "headline": "docs: update README with CI and publishing details",
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                "name": "Monthly downloads",
                "detail": "4,632 downloads/month across pypi",
                "points": 48.9,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 4632,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 65,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 33,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 4,
              "top_contributor_share": 0.605
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 60% of commits",
                "points": 8.9,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 60
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "4 contributors",
                "points": 5.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 4
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "merged_prs": 17,
              "open_issues": 0,
              "closed_issues": 7,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 5
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "17/22 decided PRs merged",
                "points": 29.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 17,
                      "decided": 22
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 4/21 approved changesets -- score normalized to 1",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "followers": 10,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "Geocodio",
              "public_repos": 35,
              "account_age_days": 4551
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "10 followers of Geocodio",
                "points": 7.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 10,
                      "login": "Geocodio"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "35 public repos, account ~12 yr old",
                "points": 23.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 35
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 12
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "geocodio-library-python"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 52
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 52 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 52
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "8 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 54,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "7 out of 8 merged PRs checked by a CI test -- score normalized to 8",
                "points": 16,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "at_risk",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 46,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 33,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "7 out of 8 merged PRs checked by a CI test -- score normalized to 8",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 4/21 approved changesets -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "7 existing vulnerabilities detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:geocodio-library-python@1.0.0 runtime dependency closure — what installing the published package pulls in — 6 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:geocodio-library-python@1.0.0",
                  "assessed": 6
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 6,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 6,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 44,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.87,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "87 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 87,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 42,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
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              "has_dockerfile": false,
              "typed_language": false,
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Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.27.0 — metodología completa · wiki de métricas.

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