Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 2.5.0 · 2026-07-29 12:52 UTC

TagStudioDev / TagStudio

A User-Focused Photo & File Management System

PythonGPL-3.0★ 7064 estrellas⑂ 466 forksdesde abr 2024Ver en GitHub ↗
TipoBibliotecaAplicación de escritoriocómo se determina

TagStudioDev/TagStudio tiene un índice de salud de 87 sobre 100, lo que lo sitúa en la banda Excelente. Su puntuación más alta es Engineering Quality (96/100) y la más baja, AI Readiness (44/100). Se actualizó por última vez hace 1 día. Una sola persona concentra la mayor parte del trabajo reciente.

87
global / 100
Excelente

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.

87
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 73 se calibra a 87 en la escala publicada del índice (calibración del registro 2026-08-02).

Titularidad

TagStudioOrganización
132 seguidores1 repositorio públicodesde abr 2024

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
PyPITagStudio9.1.1-2hace 705 días

Métricas por categoría

Vitalidad

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

85Excelente · 21% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 1 días
22.2/36Cadencia de commits — 32/52 semanas con commits
18/18Volumen de commits — 301 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year301
human_commit_share1
days_since_last_push1
active_weeks_last_year32
Cómo se puntúa
27/27Publica versiones — 22 versiones publicadas
36/36Recencia de las versiones — última versión hace 19 días
19.8/27Cadencia de publicación — una versión cada ~54,8 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count22
latest_release_tagv9.6.1
releases_from_tagsno
days_since_latest_release19
mean_days_between_releases54,8

Comunidad y Adopción

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

85Excelente · 17% del índice global
Cómo se puntúa
60/60Estrellas — 7064 estrellas
22.2/25Forks — 466 forks
10/15Observadores — 65 observadores
Datos de entrada utilizados
forks466
stars7064
watchers65
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (GPL-3.0)
18/18Guía 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_contributing
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_template

Sostenibilidad y Gobernanza

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

52Moderado · 23% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
11/22.5Distribución de commits — el principal contribuyente firma el 51% de los commits
13.5/13.5Amplitud de contribuyentes — 74 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 19 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled74
top_contributor_share0,511
Cómo se puntúa
26.4/42Resolución de issues — 63% de issues cerradas
23.5/30Aceptación de PR — 519/663 PR decididos fusionados
0/13Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d
3/15OpenSSF Scorecard: Code-Review — Found 8/30 approved changesets -- score normalized to 2
Datos de entrada utilizados
merged_prs519
open_issues251
closed_issues424
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,628
closed_unmerged_prs144
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
15.3/25Alcance del propietario — 132 seguidores de TagStudioDev
6.7/25Trayectoria — 1 repos públicos, cuenta de ~2 años
Datos de entrada utilizados
followers132
owner_typeOrganization
is_verified
owner_loginTagStudioDev
public_repos1
account_age_days823
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
14/35Recencia de publicación — última publicación hace 705 días
12/20Historial de versiones — 2 versiones en el registro
0/20No obsoleto — TagStudio: obsoleto o retirado en el registro
Datos de entrada utilizados
packagesTagStudio
ecosystemspypi
any_deprecated
min_days_since_publish705

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

96Excepcional · 19% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 4 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter
9.6/9.6Hooks de pre-commit
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://docs.tagstud.io/
10/10Descripción del repositorio
10/10Topics — 9 topics
0/10Wiki
Datos de entrada utilizados
topicsfile-manager, organizer, photo-gallery, photo-organizer, metadata, tagger, tagging, tags, document-management-system
has_wikino
homepagehttps://docs.tagstud.io/
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?

52Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 8/30 approved changesets -- score normalized to 2
2.5/2.5Contributors — project has 19 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,1
Excluidos de la puntuación (sin datos o no aplicable): packaging. Los pesos restantes se han renormalizado.
Cómo se puntúa
6.7/35Dependencias directas libres de avisos conocidos — 3 afectados: pillow 10.3.0 (critical 9.1), pillow-heif 0.16.0 (critical 9.1), ujson 5.9.0 (high 7.5)
25/25Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
24.4/40Sin avisos pendientes — 3 paquete(s) con avisos sin atender más allá de 90 días; el más antiguo publicado hace 167 días
Datos de entrada utilizados
sourceosv
advisories44
affected_packages3
assessed_packages13
unassessed_packages0
affected_by_severitycritical 2, high 1
direct_affected_packages3
Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:TagStudio@9.1.1 —lo que arrastra la instalación del paquete publicado—: 13 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.

44Débil · 4% 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 — 100 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
11/11Configuración de lint / formato
0/11Verificación estática de tipos
10/10Entorno reproducible — Nix
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nix
has_tests
lockfiles
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
53.3/55Tamaños de archivo manejables — 5/162 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes98.600
source_files_sampled162
oversized_source_files5

Datos clave

7064estrellas de GitHub
74contribuidores
301commits en los últimos 12 meses
1días desde el último push
22versiones publicadas
1factor bus
251issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

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

Más detalle

Historial de estrellas y forks 0 ★ / 466 ⇿
0Estrellas
466Forks
22Versiones

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.

0100200300400500466972024-042025-062026-07
Mayor 0Menor 5Parche 13

Cada punto abarca 3 días.

OpenSSF Scorecard 5.1 / 10
5.1agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-29 12:52 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 8/30 approved changesets -- score normalized to 2
10Contributorsproject has 19 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Dependencias directas 26
RegistroPaqueteRestricción de versiónManifiesto
PyPIaudioop-ltspyproject.toml
PyPIchardet~=5.2pyproject.toml
PyPIffmpeg-python~=0.2pyproject.toml
PyPIhumanfriendly==10.*pyproject.toml
PyPImutagen~=1.47pyproject.toml
PyPInumpy~=2.2pyproject.toml
PyPIopencv_python~=4.11pyproject.toml
PyPIPillow>=10.2,<12pyproject.toml
PyPIpillow-heif~=0.22pyproject.toml
PyPIpillow-jxl-plugin~=1.3pyproject.toml
PyPIpy7zr~=1.1.3pyproject.toml
PyPIpydantic~=2.10pyproject.toml
PyPIpydub~=0.25pyproject.toml
PyPIPySide6==6.8.0.*pyproject.toml
PyPIrarfile==4.2pyproject.toml
PyPIrawpy~=0.27pyproject.toml
PyPISend2Trash>=1.8,<3pyproject.toml
PyPISQLAlchemy~=2.0pyproject.toml
PyPIsrctools~=2.6pyproject.toml
PyPIstructlog~=25.3pyproject.toml
PyPItoml~=0.10pyproject.toml
PyPItyping_extensions~=4.13pyproject.toml
PyPIujson~=5.10pyproject.toml
PyPIwcmatch==10.*pyproject.toml
PyPIrequests~=2.31.0pyproject.toml
PyPIsemver~=3.0.4pyproject.toml
Todas las dependencias 36

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 25 paquetes directos y 11 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIchardetdirecta
PyPIffmpeg-pythondirecta
PyPIhumanfriendlydirecta
PyPImutagendirecta
PyPInumpydirecta
PyPIopencv-pythondirecta
PyPIpillowdirecta
PyPIpillow-heifdirecta
PyPIpillow-jxl-plugindirecta
PyPIpy7zrdirecta
PyPIpydanticdirecta
PyPIpydubdirecta
PyPIpyside6directa
PyPIrarfile4.2directa
PyPIrawpydirecta
PyPIrequestsdirecta
PyPIsemverdirecta
PyPIsend2trashdirecta
PyPIsqlalchemydirecta
PyPIsrctoolsdirecta
PyPIstructlogdirecta
PyPItomldirecta
PyPItyping-extensionsdirecta
PyPIujsondirecta
PyPIwcmatchdirecta
PyPImkdocs-materialindirecta
PyPImkdocs-redirectsindirecta
PyPIpre-commitindirecta
PyPIpyinstallerindirecta
PyPIpyrightindirecta
PyPIpytest9.0.3indirecta
PyPIpytest-cov6.1.1indirecta
PyPIpytest-mock3.15.1indirecta
PyPIpytest-qt4.4.0indirecta
PyPIruff0.15.17indirecta
PyPIsyrupy5.1.0indirecta
Avisos de dependencias 3

Instalar pypi:TagStudio@9.1.1 arrastra 13 paquetes, directos y transitivos: 3 tienen avisos conocidos, de los cuales 3 son dependencias directas.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
pillow10.3.0directacrítica3412.3.0
pillow-heif0.16.0directacrítica21.3.0
ujson5.9.0directaalta85.13.0

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

Informe JSON sin procesar legible por máquina
{
  "data": {
    "repo": {
      "topics": [
        "file-manager",
        "organizer",
        "photo-gallery",
        "photo-organizer",
        "metadata",
        "tagger",
        "tagging",
        "tags",
        "document-management-system"
      ],
      "is_fork": false,
      "size_kb": 32047,
      "has_wiki": false,
      "homepage": "https://docs.tagstud.io/",
      "languages": {
        "Nix": 10992,
        "HTML": 5790,
        "Perl": 500,
        "Shell": 1743,
        "Python": 1238333
      },
      "pushed_at": "2026-07-28T05:39:37Z",
      "created_at": "2024-04-17T12:14:41Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-29T08:53:05Z",
      "description": "A User-Focused Photo & File Management System",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "GPL-3.0",
      "default_branch": "main",
      "license_spdx_raw": "GPL-3.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "TagStudio",
      "type": "Organization",
      "login": "TagStudioDev",
      "company": null,
      "location": null,
      "followers": 132,
      "avatar_url": "https://avatars.githubusercontent.com/u/168259552?v=4",
      "created_at": "2024-04-27T05:54:48Z",
      "is_verified": null,
      "public_repos": 1,
      "account_age_days": 823
    },
    "license": {
      "state": "standard",
      "spdx_id": "GPL-3.0",
      "raw_spdx": "GPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v9.6.1",
          "kind": "patch",
          "published_at": "2026-07-10T00:06:49Z"
        },
        {
          "tag": "v9.6.0",
          "kind": "minor",
          "published_at": "2026-06-29T21:05:40Z"
        },
        {
          "tag": "v9.5.7",
          "kind": "patch",
          "published_at": "2026-05-05T23:21:50Z"
        },
        {
          "tag": "v9.5.6",
          "kind": "patch",
          "published_at": "2025-10-21T00:14:46Z"
        },
        {
          "tag": "v9.5.5",
          "kind": "patch",
          "published_at": "2025-09-08T21:29:47Z"
        },
        {
          "tag": "v9.5.4",
          "kind": "patch",
          "published_at": "2025-09-01T22:44:10Z"
        },
        {
          "tag": "v9.5.3",
          "kind": "patch",
          "published_at": "2025-08-08T02:41:30Z"
        },
        {
          "tag": "v9.5.2",
          "kind": "patch",
          "published_at": "2025-03-31T23:52:17Z"
        },
        {
          "tag": "v9.5.1",
          "kind": "patch",
          "published_at": "2025-03-07T00:56:51Z"
        },
        {
          "tag": "v9.5.0",
          "kind": "minor",
          "published_at": "2025-03-03T23:39:17Z"
        },
        {
          "tag": "v9.5.0-pr4",
          "kind": "prerelease",
          "published_at": "2025-02-17T23:15:53Z"
        },
        {
          "tag": "v9.5.0-pr3",
          "kind": "prerelease",
          "published_at": "2025-02-10T19:29:21Z"
        },
        {
          "tag": "v9.5.0-pr2",
          "kind": "prerelease",
          "published_at": "2025-02-04T00:41:40Z"
        },
        {
          "tag": "v9.5.0-pr1",
          "kind": "prerelease",
          "published_at": "2025-02-01T00:45:04Z"
        },
        {
          "tag": "v9.4.2",
          "kind": "patch",
          "published_at": "2024-12-01T21:14:18Z"
        },
        {
          "tag": "v9.4.1",
          "kind": "patch",
          "published_at": "2024-09-14T00:49:41Z"
        },
        {
          "tag": "v9.4.0",
          "kind": "minor",
          "published_at": "2024-09-03T21:32:18Z"
        },
        {
          "tag": "v9.3.2",
          "kind": "patch",
          "published_at": "2024-07-19T00:53:21Z"
        },
        {
          "tag": "v9.3.1",
          "kind": "patch",
          "published_at": "2024-06-13T16:21:02Z"
        },
        {
          "tag": "v9.3.0",
          "kind": "minor",
          "published_at": "2024-06-08T22:31:19Z"
        },
        {
          "tag": "v9.2.1",
          "kind": "patch",
          "published_at": "2024-05-23T07:35:40Z"
        },
        {
          "tag": "v9.2.0",
          "kind": "minor",
          "published_at": "2024-05-15T05:32:36Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "6177befebbf05adaae4da978ba3caee5967f6e8d",
          "body": "* feat(ui): replace add tag modal with autocomplete search/create bar\n\n* refactor: code cleanup and fixes\n\n* refactor: RADICAL mvc refactor...\n\n* feat: add setting to open edit window when creating tags\n\n* refactor(ui): refactor preview panel into new MVC pattern\n\n* refactor: remove controller suffi\n[…]\nnd PanelWidget into MVC Modal, ModalView, and ModalContent classes\n\n* refactor(ui): refactor SearchPanel classes to use newer MVC pattern\n\n* fix: remove deprecated methods\n\n* chore: fixes after rebase",
          "is_bot": false,
          "headline": "refactor(ui): apply new MVC guidelines to search panels (#1461)",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-27T19:43:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ff43c4a4bdac7f8db2ed609997672367f4982ee5",
          "body": "…alView, and ModalContent classes (#1454)\n\n* feat(ui): replace add tag modal with autocomplete search/create bar\n\n* refactor: code cleanup and fixes\n\n* refactor: RADICAL mvc refactor...\n\n* feat: add setting to open edit window when creating tags\n\n* refactor(ui): refactor preview panel into new MVC p\n[…]\n instead of _layout references\n\n* refactor: remove view parameters\n\n* refactor(ui): refactor PanelModal and PanelWidget into MVC Modal, ModalView, and ModalContent classes\n\n* chore: fixes after rebase",
          "is_bot": false,
          "headline": "refactor(ui): refactor PanelModal and PanelWidget into MVC Modal, Mod…",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-27T18:54:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ac4c28687ed9d4317c71ec8d22571805e96c3276",
          "body": "* docs: update style guide\n\n* docs: add driver argument guideline",
          "is_bot": false,
          "headline": "docs: update style guide (#1458)",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-27T17:28:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5557fe4f7c5f37b810d175a4ba73cb46b01fddbd",
          "body": "… with autocomplete (#1451)\n\n* feat(ui): replace add tag modal with autocomplete search/create bar\n\n* fix(ui): restore esc to deselect entries behavior\n\n* refactor: code cleanup and fixes\n\n* refactor: RADICAL mvc refactor...\n\n* feat: add setting to open edit window when creating tags\n\n* feat(ui): ad\n[…]\n .layout() method instead of _layout references\n\n* feat(ui): add underline indicator for search bar items\n\n* ui: misc UI fixes and tweaks\n\n* refactor: remove view parameters\n\n* docs: update docstrings",
          "is_bot": false,
          "headline": "feat(ui/ux): replace \"Add Tag/Field\" modals with search+create bar(s)…",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-27T17:27:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2fdd1e4cb36872204adcc2b6e46034c046e98c90",
          "body": "* Translated using Weblate (Hungarian)\n\nCurrently translated at 100.0% (423 of 423 strings)\n\nCo-authored-by: Szíjártó Levente Pál <szijartoleventepal@gmail.com>\nTranslate-URL: https://hosted.weblate.org/projects/tagstudio/strings/hu/\nTranslation: TagStudio/Application Strings\n\n* Translated using Web\n[…]\n2004.milena.diaz@gmail.com>\nCo-authored-by: Julen Arratibel Etxabe <jarratibeletxabe@gmail.com>\nCo-authored-by: Med <45147847+kitsumed@users.noreply.github.com>\nCo-authored-by: ??? <2807603108@qq.com>",
          "is_bot": false,
          "headline": "translations: update from Hosted Weblate (#1443)",
          "author_name": "Weblate (bot)",
          "author_login": "weblate",
          "committed_at": "2026-07-25T12:50:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0d0c54e09fe9269236f0baaaae42505e051f4ed1",
          "body": "* ci(docs): migrate from mkdocs to properdocs\n\n* ci(docs): remove extraneous env\n\n---------\n\nCo-authored-by: Xarvex <60973030+xarvex@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci(docs): migrate from mkdocs to properdocs (#1459)",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-25T09:32:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f24653e0305abadf4a83e85902d2363ab20b2b76",
          "body": null,
          "is_bot": false,
          "headline": "docs: update styling",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-23T01:31:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c30dee799a432cbae355878c0a35c2c70ab738b7",
          "body": null,
          "is_bot": false,
          "headline": "docs: update Nix verbage",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-23T01:30:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15230cc369f219c393af55ae40566adda402579e",
          "body": null,
          "is_bot": false,
          "headline": "fix: assign new tag ID to aliases before adding them (#1455)",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-22T03:46:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3b6bec2ff8c45c76dae518413d2a2a28dcbbd30",
          "body": null,
          "is_bot": false,
          "headline": "chore: pass ripgrep label text to constructor",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-20T02:49:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58496a7d2db1e5c40c67b86feca79859d8d2fbfc",
          "body": null,
          "is_bot": false,
          "headline": "build: add nightly icons and strings",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-20T02:48:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc4251ff55a82989b0b71c0bed00b582ff7b2cfa",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v9.6.2",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-20T02:19:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "174262b9b3678b73b2a26ec6d3c66082456d7256",
          "body": null,
          "is_bot": false,
          "headline": "feat(thumbs): render .ai thumbnails (#1453)",
          "author_name": "purpletennisball",
          "author_login": "purpletennisball",
          "committed_at": "2026-07-20T02:16:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27d761731cc0c915632c7bc79eba8ced28b28f74",
          "body": "The parallel steps can have a race condition if they both have a lock on\nthe final Ruff installation path.\n\nInitially, the action was reused for formatting and linting as the\nruff-action sets the necessary environment variables and matchers,\nresponsible for the annotations on the GitHub UI. Though, \n[…]\ndone whenever Ruff is installed, there is no\n\"special magic\" whenever execution of the process happens.\n\nSo, only use the action for setup once, and in the parallel steps we can\ninvoke Ruff ourselves.",
          "is_bot": false,
          "headline": "fix(ci): setup Ruff once, invoke manually",
          "author_name": "Xarvex",
          "author_login": "xarvex",
          "committed_at": "2026-07-19T21:11:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "51a9c16f50ca785d810911d2d0c83fa33eb1c0ae",
          "body": "* refactor: remove dead folders table\n\n* fix: remove folder param from all uses of Entry constructor\n\n* fix: missing filename column after migration\n\n* fix: bump db version to 300, since it is a breaking change\n\n* fix: add empty library fixture for version 202",
          "is_bot": false,
          "headline": "refactor: remove dead folders table (#1444)",
          "author_name": "Jann Stute",
          "author_login": "Computerdores",
          "committed_at": "2026-07-18T00:35:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6aa0cf74f9a47845dcb0822139ffeb688aeeb467",
          "body": null,
          "is_bot": false,
          "headline": "chore: removed unused collage_icon.py file",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-13T04:08:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49b450c3a40ade958f96572dd453b1c6f4e57de3",
          "body": null,
          "is_bot": false,
          "headline": "fix: don't prevent greater minor version DBs from opening",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-13T03:58:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1dfa62e4a74bb9e866998dd3e75083b864b49f6",
          "body": "* fix: correctly display duration statistic in preview panel\n\n* style: format file_attributes.py with ruff\n\n* refactor: consolidate preview thumb current file state\n\n* refactor: remove another redundant current file state\n\n* refactor: move generic format_duration function to string formatting util file\n\n* refactor: tighten signal's declared types",
          "is_bot": false,
          "headline": "fix: correctly display duration statistic in preview panel (#1421)",
          "author_name": "Ludvig Sandh",
          "author_login": "ludvig-sandh",
          "committed_at": "2026-07-12T20:16:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa2d9d4815b68a75267ee83ea836d26ab3c723bb",
          "body": "fixes: #1445 (for good)",
          "is_bot": false,
          "headline": "fix(ci): misapplied rebase, cont 9d5200b",
          "author_name": "Xarvex",
          "author_login": "xarvex",
          "committed_at": "2026-07-12T00:33:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16cfa8d2ff37f9451162e2c57e3fbc8ea1d5172d",
          "body": null,
          "is_bot": false,
          "headline": "chore(ci): ignore translations pushes for reuse",
          "author_name": "Xarvex",
          "author_login": "xarvex",
          "committed_at": "2026-07-12T00:27:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d5200b2f23499aeee18be12808e8436ee327dd3",
          "body": "Pull requests are now correctly handled and concurrency is per-job.\ntranslations branch can safely be ignored for pushes.",
          "is_bot": false,
          "headline": "fix(ci): path matching fixes, corrected concurrency",
          "author_name": "Xarvex",
          "author_login": "xarvex",
          "committed_at": "2026-07-12T00:19:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f252a86fd546f38760ae556ffd3354d669e088bb",
          "body": "* refactor: minor simplification\n\n* refactor: split open_library into new and not new case\n\nFunctionality is entirely unchanged, but entire method is duplicated.\nRemoving dead code from either copy is next.\n\n* refactor: remove dead code\n\n* doc: add todos and remove trivially true assert\n\n* refactor:\n[…]\nmigrations\n\n* fix: don't use double transaction in open_sqlite_library\n\n* fix: only commit once when creating new library\n\n* doc: add comment on removing Folder logic\n\n* refactor: remove dunder naming",
          "is_bot": false,
          "headline": "refactor: split out sql migrations from library (#1432)",
          "author_name": "Jann Stute",
          "author_login": "Computerdores",
          "committed_at": "2026-07-11T19:36:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a0fb679729c09a0dd07fc5ec3bf0070c6e0b231b",
          "body": null,
          "is_bot": false,
          "headline": "fix(ci): more path matching",
          "author_name": "Xarvex",
          "author_login": "xarvex",
          "committed_at": "2026-07-11T06:29:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b182b2ff7e814f8625a6b0fa3c5e8890cf7c069d",
          "body": null,
          "is_bot": false,
          "headline": "chore(ci): more paths for pytest to trigger on",
          "author_name": "Xarvex",
          "author_login": "xarvex",
          "committed_at": "2026-07-10T03:23:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "308b36b31ed463ff18d6d67ad149d0e6fe72823d",
          "body": null,
          "is_bot": false,
          "headline": "fix: thumbnail rendering for older pxd files (#1441)",
          "author_name": "purpletennisball",
          "author_login": "purpletennisball",
          "committed_at": "2026-07-10T01:03:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d8817833d42c0621688c6e60711a1cb985b3d25",
          "body": "Currently translated at 100.0% (422 of 422 strings)\n\nTranslated using Weblate (Spanish)\n\nCurrently translated at 100.0% (422 of 422 strings)\n\n\n\nTranslate-URL: https://hosted.weblate.org/projects/tagstudio/strings/es/\nTranslation: TagStudio/Application Strings\n\nCo-authored-by: 2004milenadiaz-source <2004.milena.diaz@gmail.com>\nCo-authored-by: Joan <joancanalscrehuet@gmail.com>",
          "is_bot": false,
          "headline": "translations: update using Weblate (Spanish) (#1439)",
          "author_name": "Weblate (bot)",
          "author_login": "weblate",
          "committed_at": "2026-07-09T23:34:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4397e087ef8b4d5b5f0382159598696f368bd86f",
          "body": null,
          "is_bot": false,
          "headline": "docs: update install instructions",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-09T23:31:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fee9480cc382b0ef210631c8c7f95a3b8fbbb7f8",
          "body": null,
          "is_bot": false,
          "headline": "docs: update changelog",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-09T23:30:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f6aae98eda578352115caa470701a10f083c10f",
          "body": null,
          "is_bot": false,
          "headline": "ci: update paths for python workflows",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-09T23:30:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8edbb7a25856e7e2224c0051b20cb2c70a302888",
          "body": null,
          "is_bot": false,
          "headline": "docs: update README badges",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-09T06:42:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c3f76ce16cf1e50da934b34e4a5e5a6c0cda588",
          "body": null,
          "is_bot": false,
          "headline": "docs: update changelog",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-09T06:13:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c755894c842574733d7b3e9818dc4b6453fd519e",
          "body": "* feat: render .pxd thumbnails.\n\n* move .pxd to _DOCUMENT_SET, rename method, fix doc and typos.\n\n* add missing break.",
          "is_bot": false,
          "headline": "feat: render `.pxd` thumbnails (#1430)",
          "author_name": "Sola-ris",
          "author_login": "Sola-ris",
          "committed_at": "2026-07-09T06:05:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "377593b190148f30b1dbdb769d64f61c1a8d4824",
          "body": "* chore(ci): move spec-file into scripts\n\n* feat(ci)!: rework workflows and build processes\n\nAll Python setups route through one local action, and checks are much\nmore conditional. There is more to be done, but this is a significant\nimprovement in processing time and redundancy.\n\nAs well, nightly bu\n[…]\nof tagstudio.spec\n\n* ci: enforce single quotes in github yaml files\n\n* ci(tests): remove macOS pytest runner\n\n---------\n\nCo-authored-by: Travis Abendshien <46939827+CyanVoxel@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(ci)!: complete workflows revamp (#1437)",
          "author_name": "Xarvex",
          "author_login": "xarvex",
          "committed_at": "2026-07-09T05:49:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "993eeff0fcff81ad00055f7ecf21a01369ce3adf",
          "body": "Definition: https://packaging.python.org/en/latest/specifications/dependency-groups\n\nThe optional dependency table ([project.optional-dependencies]) is\nsupposed to be user-facing for installs of TagStudio. Meanwhile, the\nreplacement dependency groups is explicitly meant for extra development\ntools, \n[…]\n:\n```sh\npip install -e '.[dev]'\n```\n\nTo:\n```sh\npip install -e . --group all\n```\n\nThe documentation has been adjusted for a quick replacement, but\nprobably should have more information on a later time.",
          "is_bot": false,
          "headline": "fix(deps): replace optional dependencies with dependency groups (#1435)",
          "author_name": "Xarvex",
          "author_login": "xarvex",
          "committed_at": "2026-07-07T21:36:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "faf88a912e158684346bcd631f747d8522f6d971",
          "body": "This has the approval of myself and @CyanVoxel, whom are the only\ncontributors to these files.",
          "is_bot": false,
          "headline": "nit(dev): make supplementary configuratios CC0",
          "author_name": "Xarvex",
          "author_login": "xarvex",
          "committed_at": "2026-07-06T20:30:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e26b990f725ea61380fcdd87cca0f5a12cac7c3",
          "body": null,
          "is_bot": false,
          "headline": "nit(dev): put filetype clause on top",
          "author_name": "Xarvex",
          "author_login": "xarvex",
          "committed_at": "2026-07-06T20:15:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65cb49e472f324237523f45cb805265fc606de82",
          "body": null,
          "is_bot": false,
          "headline": "fix(dev): use indent_size of 4 by default",
          "author_name": "Xarvex",
          "author_login": "xarvex",
          "committed_at": "2026-07-06T20:05:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3593acdd5909810a44408f59d9cb7a80e14dc00e",
          "body": null,
          "is_bot": false,
          "headline": "docs: add v9.6.1 changelog",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-06T18:42:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "858d433b6f0e350d15a931ec33b7bf417cccd5cc",
          "body": "* Translated using Weblate (German)\n\nCurrently translated at 85.7% (362 of 422 strings)\n\nCo-authored-by: Hosted Weblate <hosted@weblate.org>\nCo-authored-by: Travis Abendshien <46939827+CyanVoxel@users.noreply.github.com>\nTranslate-URL: https://hosted.weblate.org/projects/tagstudio/strings/de/\nTransl\n[…]\nhless@gmail.com>\nCo-authored-by: Szíjártó Levente Pál <szijartoleventepal@gmail.com>\nCo-authored-by: Joan <joancanalscrehuet@gmail.com>\nCo-authored-by: Med <45147847+kitsumed@users.noreply.github.com>",
          "is_bot": false,
          "headline": "translations: update from Hosted Weblate (#1402)",
          "author_name": "Weblate (bot)",
          "author_login": "weblate",
          "committed_at": "2026-07-06T17:25:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2965d2056bcbcf801e3a94e64bf9c32439f8f401",
          "body": "* fix: update thumb_grid when row width changes\n\n* fix: prevent index error in thumb_grid",
          "is_bot": false,
          "headline": "fix: Thumbnail Grid not resizing to fill width (#1433)",
          "author_name": "TheBobBobs",
          "author_login": "TheBobBobs",
          "committed_at": "2026-07-06T01:26:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45b4b57b3aefe40ed7464a71e60ed97306759e13",
          "body": "* fix: mouse down selects thumbnail\n\n* fix: selecting a single item out of a selecting\n\n* fix: multiple file dragging",
          "is_bot": false,
          "headline": "fix: mouse down selects thumbnail (#1420)",
          "author_name": "purpletennisball",
          "author_login": "purpletennisball",
          "committed_at": "2026-07-05T23:59:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ec562929c5b3dbe3acd5f5ae73ae243eb384122",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v9.6.1",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-05T23:56:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23ef9964d3ccd4de0e14f1d14e7667698e24a8c8",
          "body": "…tional modules (#1427)\n\n* fix/refactor: use generic ModuleStatus class for getting status of optional modules\n\n* fix: add and order macOS bin locations by PATH precedence\n\n* ui: add title for optional modules section in the about window\n\n* fix: revert errant license change\n\n* fix: return which(cmd) instead of the original cmd\n\n* refactor: implement review feedback\n\n* feat(ui): add tooltips for module locations on about screen",
          "is_bot": false,
          "headline": "fix/refactor: use generic ModuleStatus class for getting status of op…",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-05T22:25:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85a51f8e2b7fff0c3064acfc93d390d351506579",
          "body": "* feat(ui): organize settings into new panels\n\n* fix: typo\n\n* fix(ui): add localization for setting panels\n\n* fix(ui): move language to localization panel",
          "is_bot": false,
          "headline": "feat(ui): organize settings into panels (#1425)",
          "author_name": "purpletennisball",
          "author_login": "purpletennisball",
          "committed_at": "2026-07-05T00:39:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34814e87235b96b088cb0a7e13c87ff6aae48c65",
          "body": "* fix: set driver for tag manager\n\n* refactor(ui): require titles for TagSearch widgets",
          "is_bot": false,
          "headline": "fix: fix \"search for tag\" function in tag manager (#1411)",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-04T20:35:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95e2fe7b4449951c385e35a2e13f0c1925f1f98e",
          "body": "* fix: remove invalid child_id relationships from tag_parents\n\n* fix: use single statements in DB 102 & 202 migrations\n\n* fix: remove unnecessary session.scalars() from migrations",
          "is_bot": false,
          "headline": "fix: remove invalid child_id relationships from tag_parents (#1423)",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-04T20:35:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83473379dbbaf13addca54c0db7434a6980ce18c",
          "body": null,
          "is_bot": false,
          "headline": "feat: on click edit tag while in tag manager (#1416)",
          "author_name": "purpletennisball",
          "author_login": "purpletennisball",
          "committed_at": "2026-07-04T20:13:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5af3cc4faf74a2c3a932a3106725a283a86cc61a",
          "body": null,
          "is_bot": false,
          "headline": "docs: update library-changes",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-03T17:15:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a543396ae1850b43be37c8414b7c92502038f04",
          "body": null,
          "is_bot": false,
          "headline": "fix: use optimized SQL when selecting non-hidden entries (#1240)",
          "author_name": "Andreas Heglingegård",
          "author_login": "racerand",
          "committed_at": "2026-07-02T23:38:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ffa012857c75e8dd53e42562c58f896255fc736",
          "body": "* fix: make tagstudio python package executable by adding stub __main__.py\n\n* fix: add license note + set exec bit\n\n* Update src/tagstudio/__main__.py\n\nCo-authored-by: Xarvex <60973030+xarvex@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Xarvex <60973030+xarvex@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: make tagstudio python package executable (#1414)",
          "author_name": "Jann Stute",
          "author_login": "Computerdores",
          "committed_at": "2026-07-02T19:44:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "00b6f918f3cb96f48bf04827e8b258e4165ff83c",
          "body": "---------\n\nCo-authored-by: Xarvex <dev.ellz6@xarvex.simplelogin.com>",
          "is_bot": false,
          "headline": "fix(nix): add pyright to devshell (#1415)",
          "author_name": "Jann Stute",
          "author_login": "Computerdores",
          "committed_at": "2026-07-02T19:15:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c1c1dd6aeb20201a631a33269a3f0f855c0d68f",
          "body": null,
          "is_bot": false,
          "headline": "fix: fix issues with tag alias updating (#1412)",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-02T18:16:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7918fd82cdaaf97f8551dc57ae88999b4790cb3",
          "body": null,
          "is_bot": false,
          "headline": "tests: filter irrelevant SQLAlchemy `or_()` warning",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-02T06:20:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c062f6b6bdd736bf6830ae2d1a8f619c8de5e372",
          "body": null,
          "is_bot": false,
          "headline": "build: relax Send2Trash version",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-02T06:20:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26e04e829cf814e8b7891691bf8c09747bb2c46d",
          "body": null,
          "is_bot": false,
          "headline": "docs: update roadmap",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-02T04:37:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d49e9c2708fd26817a8d28cccb5c10f686bfe65",
          "body": null,
          "is_bot": false,
          "headline": "translations: translate language names",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-07-02T04:37:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "daaae17113dd139f93fd20431a43a6deefd69f36",
          "body": null,
          "is_bot": false,
          "headline": "tests: filter irrelevant SQLAlchemy `DISTINCT ON` warning spam",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-30T21:17:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c38fbb034da0ee9e8c745a73542cfd92d74ccda0",
          "body": "fixes: #1403",
          "is_bot": false,
          "headline": "chore(nix): relax more dependencies",
          "author_name": "Xarvex",
          "author_login": "xarvex",
          "committed_at": "2026-06-30T17:51:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0433908ae86c65e33c511bf2c1eaa07abe00df05",
          "body": null,
          "is_bot": false,
          "headline": "refactor: remove QPushButtonWrapper",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-30T09:22:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e04922e7b0713326b3fa8900c11c87ca018d6f1",
          "body": null,
          "is_bot": false,
          "headline": "fix(docs): fix header levels in changelog",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-29T21:36:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6f2e3c7d18105ec211211a3cdae8afc9974683d",
          "body": null,
          "is_bot": false,
          "headline": "docs: update changelog",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-29T21:33:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e93e953d9d3368b52fea3fdf44aa5f63cba83c8",
          "body": null,
          "is_bot": false,
          "headline": "chore: fix missing ext in REUSE.toml",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-29T20:30:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "008cef363de091f8b9c5cdbd2a18e73091023798",
          "body": "…G.yml",
          "is_bot": false,
          "headline": "chore: remove REUSE comments from PULL_REQUEST_TEMPLATE.md and FUNDIN…",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-29T20:29:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "727f441c555ee71b6393d52a55508d6cd64368e3",
          "body": null,
          "is_bot": false,
          "headline": "fix(ci): bump pyinstaller version to 6.21",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-29T20:25:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e327dc7ee10d189d1bf8e4ae2111595acf3fe346",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v9.6.0",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-29T18:56:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8eded29f45cbbfa8ea491b353272e731aa071bf9",
          "body": "* Update translation files\n\nUpdated by \"Cleanup translation files\" add-on in Weblate.\n\nCo-authored-by: Hosted Weblate <hosted@weblate.org>\nTranslate-URL: https://hosted.weblate.org/projects/tagstudio/strings/\nTranslation: TagStudio/Strings\n\n* Update translation files\n\nUpdated by \"Cleanup translation\n[…]\nranslation: TagStudio/Strings\n\n---------\n\nCo-authored-by: Dott-rus <antonamelin8@gmail.com>\nCo-authored-by: ssantos <ssantos@web.de>\nCo-authored-by: Szíjártó Levente Pál <szijartoleventepal@gmail.com>",
          "is_bot": false,
          "headline": "translations: update from Hosted Weblate (#1401)",
          "author_name": "Weblate (bot)",
          "author_login": "weblate",
          "committed_at": "2026-06-29T18:55:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a01b5c423bafb50ee2c097fcbc54a6f7d2f3fa58",
          "body": null,
          "is_bot": false,
          "headline": "chore: format with ruff",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-29T18:55:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a865573c4b70d6c2c0889e07c85bff2a879a5e5c",
          "body": "* fix: faulty progress bar\n\nThe progress bar UI element always showed 1 step ahead of what it supposed to, also causing the last step to display a visual glitch (empty window)\n\n* fix: corrected drop import progress bar text\n\n* fix: corrected relink progress bar\n\nUpdate progress bar at the beginning \n[…]\nanslation formatting)\n\n* fix: corrected 'merge duplicates' progress bar\n\nNote: Seems like this bar is never used in the UI. But if it is in the future, this fixes it just like the other progress bars.",
          "is_bot": false,
          "headline": "fix: fix off-by-one issues in progress bars (#1293)",
          "author_name": "Ludvig Sandh",
          "author_login": "ludvig-sandh",
          "committed_at": "2026-06-29T18:53:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6005129003a2bf59e2249c0031df4f67a5049a10",
          "body": null,
          "is_bot": false,
          "headline": "feat: allow all raster images to be used as archive thumbnails (#1373)",
          "author_name": "Sola-ris",
          "author_login": "Sola-ris",
          "committed_at": "2026-06-29T18:31:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f44662296f7ae6c2829bcd3b5783527bf1f3a552",
          "body": null,
          "is_bot": false,
          "headline": "fix(ui): fix thumb res setting not updating during runtime",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-29T17:33:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0fa15ce18eef156dd0fcd03717460093c3101395",
          "body": null,
          "is_bot": false,
          "headline": "fix(ui): fix settings not saving, expose cached thumb size setting",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-29T17:20:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "41024260ded1f844002dc81ccbb07c101eafe274",
          "body": null,
          "is_bot": false,
          "headline": "fix(ui): fix incorrect size hints in about modal",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-29T09:36:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fca21bf5fa396b5ba2e8b4ee3ca3d12986f492af",
          "body": null,
          "is_bot": false,
          "headline": "fix(ui): use is_version_outdated() method in about modal",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-29T09:27:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b15beefbd5b9f19ec9f1b5e963c22587eb6f7c8",
          "body": "…ner (#1400)\n\n* feat: dismiss update notification, change ffmpeg to banner\n\n* chore: sort resources.pyi list\n\n* fix: remove unused asset\n\n* refactor: rename dismiss_update()\n\n* fix: remove *other* unused asset",
          "is_bot": false,
          "headline": "feat: dismiss update notification, change missing ffmpeg popup to ban…",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-29T09:18:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4919c972dafee2cb79a48b1d7d05154caadb909e",
          "body": "Currently translated at 100.0% (373 of 373 strings)\n\n\nTranslate-URL: https://hosted.weblate.org/projects/tagstudio/strings/hu/\nTranslation: TagStudio/Strings\n\nCo-authored-by: Szíjártó Levente Pál <szijartoleventepal@gmail.com>",
          "is_bot": false,
          "headline": "translations: update using Weblate (Hungarian) (#1395)",
          "author_name": "Weblate (bot)",
          "author_login": "weblate",
          "committed_at": "2026-06-29T06:07:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e509e247d514e7244f9cda2a7de9b361cd0214e5",
          "body": "* fix: fix tag aliases\n\n* chore: remove logger statements from tag panel test\n\n* chore: very important fix\n\n* chore: remove commented-out code",
          "is_bot": false,
          "headline": "fix: fix tag aliases (#1399)",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-29T06:06:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4da6037cbda5ca1030adfaee247850b5289c140e",
          "body": null,
          "is_bot": false,
          "headline": "docs: update misc docs",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-29T05:48:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d87307f38d5621a647600675ba99b720b6834e6",
          "body": null,
          "is_bot": false,
          "headline": "fix(docs): don't use symlinked image for README",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-28T08:55:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b0bbba08052e03d06703478604c33ff612a55f1",
          "body": "* feat: add basic field template editor\n\n* fix: fix various issues with adding templates, reduce reused code\n\n* feat: add field name editing on entries\n\n* ui: add multiline checkbox to field template editor\n\n* refactor: move stylesheets to central file\n\n* fix(ui): fix untranslated key\n\n* docs: update field documentation",
          "is_bot": false,
          "headline": "feat: add field template editor, editable field names (#1396)",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-28T08:45:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f319985c49a878eb9fdc77e8651ea24275061fa",
          "body": "* ui: add v9.6 assets, update misc resources\n\n* ui: use symlink for favicon\n\n* refactor: simplify icon switching methods in media_player.py\n\n* ui: update about window\n\n* fix(ui): apply dpi scaling to about window background\n\n* fix(ui): fix image symlinks\n\n* fix(ui): fix dark media player buttons in light theme\n\n* ui: use TagStudio icon in update notification instead of warning",
          "is_bot": false,
          "headline": "ui: add v9.6 assets, update misc resources (#1398)",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-28T08:22:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3477722b35b5287656b760b3b0b6c9d46df5fa1",
          "body": "This check has never actually been referred to or otherwise tracked, and\nnow it has been failing for UI files which do not need tests, making it\nunsuitable in its current state. Long term there should be some kind of\ncoverage enforcement.",
          "is_bot": false,
          "headline": "fix(ci): temporarily remove coverage check",
          "author_name": "Xarvex",
          "author_login": "xarvex",
          "committed_at": "2026-06-28T07:10:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7a0a1f6047cdc150afdb92bbae65b85439d819bc",
          "body": "* fix(pyproject): allow Python 3.13 to function\n\n* chore(nix): use Python 3.13\n\n* fix(nix): add forgotten `audioop-lts`",
          "is_bot": false,
          "headline": "fix(pyproject): allow Python 3.13 to function (#1047)",
          "author_name": "Xarvex",
          "author_login": "xarvex",
          "committed_at": "2026-06-28T06:23:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d640859856787a2c0feb51b566b2f9fc64b2be58",
          "body": null,
          "is_bot": false,
          "headline": "chore: move REUSE info for issue templates to REUSE.toml",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-27T12:07:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf1006ee5135bb5579bfb6cae42d1160593e6076",
          "body": null,
          "is_bot": false,
          "headline": "fix(docs): use updated logo path in readme",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-26T20:15:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f15990084a7b7776c1a2d4724793dcecf440da6",
          "body": null,
          "is_bot": false,
          "headline": "fix(docs): rename text logo file",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-26T19:05:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9c56d534e745c981b7261d95edf1174d6f66ef7",
          "body": null,
          "is_bot": false,
          "headline": "docs: update roadmap",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-26T18:55:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85676c0836eb584ae5a03f0320bc7b67ebb59e12",
          "body": null,
          "is_bot": false,
          "headline": "fix(ci): bump ruff version in workflow",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-24T11:02:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "71a01c71568a697cbd7feeacc85d9d71adc3d16e",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump py7zr to 1.1.3",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-23T06:11:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e499a3e68b0685a37cc73c1670b0fcb84e2eae73",
          "body": null,
          "is_bot": false,
          "headline": "chore: apply misc ruff fixes",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-23T06:10:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4321bbfdb3ce8d46afa8ee3e4c063475cf763ec8",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump ruff to 0.15.17 (#1393)",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-23T05:00:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "185691bcd2cebc53a60e16168c40ce5408e51ff9",
          "body": "* refactor: merge tag_database.py into tag_search.py\n\n* refactor: mvc split of tag_search.py\n\n* refactor: tweaks\n\n* doc: REUSE license information\n\n* doc: add REUSE license information\n\n* refactor: split generic functionality into \"search panel\"\n\n* feat: field template search panel\n\n* feat: field te\n[…]\ne `is_field_chooser` to `is_field_template_chooser`\n\n* feat: switch from multiple inheritance to composition\n\n---------\n\nCo-authored-by: Travis Abendshien <46939827+CyanVoxel@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: field template manager (#1374)",
          "author_name": "Trigam",
          "author_login": "TrigamDev",
          "committed_at": "2026-06-23T04:59:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ae787eaf5e00f14ff4631416004a40e9ee480b62",
          "body": "* Translated using Weblate (Russian)\n\nCurrently translated at 98.9% (361 of 365 strings)\n\nCo-authored-by: Hosted Weblate <hosted@weblate.org>\nCo-authored-by: NikitaNik_of <nikita-s03@mail.ru>\nTranslate-URL: https://hosted.weblate.org/projects/tagstudio/strings/ru/\nTranslation: TagStudio/Strings\n\n* T\n[…]\nabe@gmail.com>\nCo-authored-by: Med <45147847+kitsumed@users.noreply.github.com>\nCo-authored-by: Cyborus <cyborus@disroot.org>\nCo-authored-by: Nginearing <142851004+Nginearing@users.noreply.github.com>",
          "is_bot": false,
          "headline": "translations: update from Hosted Weblate (#1366)",
          "author_name": "Weblate (bot)",
          "author_login": "weblate",
          "committed_at": "2026-06-23T03:45:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8b6f649c54381d7f4d0c58779075a1dd98fc9ff8",
          "body": null,
          "is_bot": false,
          "headline": "docs: update roadmap",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-21T00:52:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "204d4be303eb92cbc3b5f670f605f9f92ae28570",
          "body": null,
          "is_bot": false,
          "headline": "translations: add Cebuano, Finnish, and Greek to settings UI",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-18T05:12:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e5fa85448a93c50c30a707e84fe4cb263a5fbe4c",
          "body": null,
          "is_bot": false,
          "headline": "docs: update library documentation",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-17T09:15:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f3c66efd9c2b3000fa0f599e89e8d644a6e8723",
          "body": null,
          "is_bot": false,
          "headline": "chore: update .gitignore",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-06-16T15:14:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c85c082b7bd622be88d934c233c2c3671bc02f3",
          "body": "* fix: match against the correct path in the ignore registry\n\n* fix: match against the correct path in the ignore registry",
          "is_bot": false,
          "headline": "fix: match against the correct path in the ignore registry (#1382)",
          "author_name": "Trigam",
          "author_login": "TrigamDev",
          "committed_at": "2026-06-13T21:05:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6502c755c7e76ede9b5cd12ae02acbe84db875e2",
          "body": "Fixes an incorrect call to .save() that prevented vector images from rendering.",
          "is_bot": false,
          "headline": "fix: remove argument names from q_image.save()",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-05-26T00:31:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "268efc952f78b8c853b4c15d57ecd20fc64526e5",
          "body": null,
          "is_bot": false,
          "headline": "fix: catch AssertionError in renderer.py",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-05-24T07:26:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0dd061628102803716fdfd29477f1e526dfce9fd",
          "body": null,
          "is_bot": false,
          "headline": "docs: update roadmap and library changes",
          "author_name": "Travis Abendshien",
          "author_login": "CyanVoxel",
          "committed_at": "2026-05-20T09:38:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 22,
      "commits_last_year": 301,
      "latest_release_at": "2026-07-10T00:06:49Z",
      "latest_release_tag": "v9.6.1",
      "releases_from_tags": false,
      "days_since_last_push": 1,
      "active_weeks_last_year": 32,
      "days_since_latest_release": 19,
      "mean_days_between_releases": 54.8
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 62,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "TagStudio",
          "exists": true,
          "license": "GPL-3.0-only",
          "keywords": [
            "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.12"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/TagStudio/",
          "is_deprecated": false,
          "latest_version": "9.1.1",
          "repository_url": "https://github.com/TagStudioDev/TagStudio",
          "versions_count": 2,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2024-08-22T17:30:35.446564Z",
          "latest_published_at": "2024-08-22T18:53:58.746367Z",
          "latest_version_yanked": true,
          "days_since_latest_publish": 705
        }
      ]
    },
    "popularity": {
      "forks": 466,
      "stars": 7064,
      "watchers": 65,
      "fork_history": {
        "days": [
          {
            "date": "2024-04-22",
            "count": 2
          },
          {
            "date": "2024-04-23",
            "count": 19
          },
          {
            "date": "2024-04-24",
            "count": 10
          },
          {
            "date": "2024-04-25",
            "count": 17
          },
          {
            "date": "2024-04-26",
            "count": 42
          },
          {
            "date": "2024-04-27",
            "count": 38
          },
          {
            "date": "2024-04-28",
            "count": 8
          },
          {
            "date": "2024-04-29",
            "count": 31
          },
          {
            "date": "2024-04-30",
            "count": 3
          },
          {
            "date": "2024-05-01",
            "count": 3
          },
          {
            "date": "2024-05-02",
            "count": 3
          },
          {
            "date": "2024-05-03",
            "count": 2
          },
          {
            "date": "2024-05-04",
            "count": 1
          },
          {
            "date": "2024-05-05",
            "count": 1
          },
          {
            "date": "2024-05-06",
            "count": 3
          },
          {
            "date": "2024-05-07",
            "count": 2
          },
          {
            "date": "2024-05-08",
            "count": 2
          },
          {
            "date": "2024-05-10",
            "count": 2
          },
          {
            "date": "2024-05-11",
            "count": 1
          },
          {
            "date": "2024-05-12",
            "count": 1
          },
          {
            "date": "2024-05-13",
            "count": 1
          },
          {
            "date": "2024-05-15",
            "count": 2
          },
          {
            "date": "2024-05-17",
            "count": 2
          },
          {
            "date": "2024-05-18",
            "count": 2
          },
          {
            "date": "2024-05-20",
            "count": 2
          },
          {
            "date": "2024-05-23",
            "count": 4
          },
          {
            "date": "2024-05-27",
            "count": 2
          },
          {
            "date": "2024-05-28",
            "count": 2
          },
          {
            "date": "2024-05-29",
            "count": 1
          },
          {
            "date": "2024-05-30",
            "count": 1
          },
          {
            "date": "2024-05-31",
            "count": 2
          },
          {
            "date": "2024-06-02",
            "count": 1
          },
          {
            "date": "2024-06-05",
            "count": 1
          },
          {
            "date": "2024-06-06",
            "count": 1
          },
          {
            "date": "2024-06-07",
            "count": 2
          },
          {
            "date": "2024-06-08",
            "count": 2
          },
          {
            "date": "2024-06-09",
            "count": 2
          },
          {
            "date": "2024-06-10",
            "count": 1
          },
          {
            "date": "2024-06-13",
            "count": 2
          },
          {
            "date": "2024-06-15",
            "count": 1
          },
          {
            "date": "2024-06-16",
            "count": 1
          },
          {
            "date": "2024-06-25",
            "count": 1
          },
          {
            "date": "2024-06-27",
            "count": 1
          },
          {
            "date": "2024-06-28",
            "count": 2
          },
          {
            "date": "2024-07-02",
            "count": 1
          },
          {
            "date": "2024-07-05",
            "count": 2
          },
          {
            "date": "2024-07-06",
            "count": 2
          },
          {
            "date": "2024-07-07",
            "count": 1
          },
          {
            "date": "2024-07-08",
            "count": 1
          },
          {
            "date": "2024-07-12",
            "count": 1
          },
          {
            "date": "2024-07-13",
            "count": 1
          },
          {
            "date": "2024-07-14",
            "count": 1
          },
          {
            "date": "2024-07-16",
            "count": 2
          },
          {
            "date": "2024-07-20",
            "count": 1
          },
          {
            "date": "2024-08-01",
            "count": 1
          },
          {
            "date": "2024-08-05",
            "count": 2
          },
          {
            "date": "2024-08-08",
            "count": 1
          },
          {
            "date": "2024-08-09",
            "count": 1
          },
          {
            "date": "2024-08-15",
            "count": 2
          },
          {
            "date": "2024-08-20",
            "count": 2
          },
          {
            "date": "2024-08-21",
            "count": 3
          },
          {
            "date": "2024-08-22",
            "count": 10
          },
          {
            "date": "2024-08-23",
            "count": 6
          },
          {
            "date": "2024-08-25",
            "count": 6
          },
          {
            "date": "2024-08-26",
            "count": 8
          },
          {
            "date": "2024-08-27",
            "count": 4
          },
          {
            "date": "2024-08-28",
            "count": 2
          },
          {
            "date": "2024-08-29",
            "count": 1
          },
          {
            "date": "2024-08-30",
            "count": 5
          },
          {
            "date": "2024-08-31",
            "count": 1
          },
          {
            "date": "2024-09-01",
            "count": 1
          },
          {
            "date": "2024-09-02",
            "count": 1
          },
          {
            "date": "2024-09-04",
            "count": 1
          },
          {
            "date": "2024-09-05",
            "count": 2
          },
          {
            "date": "2024-09-06",
            "count": 2
          },
          {
            "date": "2024-09-07",
            "count": 1
          },
          {
            "date": "2024-09-09",
            "count": 2
          },
          {
            "date": "2024-09-10",
            "count": 1
          },
          {
            "date": "2024-09-11",
            "count": 1
          },
          {
            "date": "2024-09-16",
            "count": 2
          },
          {
            "date": "2024-09-23",
            "count": 1
          },
          {
            "date": "2024-09-26",
            "count": 1
          },
          {
            "date": "2024-09-27",
            "count": 1
          },
          {
            "date": "2024-09-29",
            "count": 1
          },
          {
            "date": "2024-10-03",
            "count": 1
          },
          {
            "date": "2024-10-06",
            "count": 2
          },
          {
            "date": "2024-10-07",
            "count": 1
          },
          {
            "date": "2024-10-14",
            "count": 1
          },
          {
            "date": "2024-10-15",
            "count": 1
          },
          {
            "date": "2024-10-17",
            "count": 1
          },
          {
            "date": "2024-10-22",
            "count": 1
          },
          {
            "date": "2024-10-26",
            "count": 1
          },
          {
            "date": "2024-10-27",
            "count": 1
          },
          {
            "date": "2024-10-30",
            "count": 1
          },
          {
            "date": "2024-11-04",
            "count": 1
          },
          {
            "date": "2024-11-08",
            "count": 1
          },
          {
            "date": "2024-11-17",
            "count": 1
          },
          {
            "date": "2024-11-22",
            "count": 1
          },
          {
            "date": "2024-12-10",
            "count": 1
          },
          {
            "date": "2024-12-17",
            "count": 1
          },
          {
            "date": "2024-12-18",
            "count": 1
          },
          {
            "date": "2024-12-21",
            "count": 1
          },
          {
            "date": "2024-12-23",
            "count": 1
          },
          {
            "date": "2025-01-09",
            "count": 1
          },
          {
            "date": "2025-01-16",
            "count": 1
          },
          {
            "date": "2025-01-22",
            "count": 1
          },
          {
            "date": "2025-01-26",
            "count": 1
          },
          {
            "date": "2025-02-01",
            "count": 1
          },
          {
            "date": "2025-02-03",
            "count": 2
          },
          {
            "date": "2025-02-06",
            "count": 1
          },
          {
            "date": "2025-02-08",
            "count": 1
          },
          {
            "date": "2025-02-09",
            "count": 1
          },
          {
            "date": "2025-02-18",
            "count": 1
          },
          {
            "date": "2025-02-20",
            "count": 2
          },
          {
            "date": "2025-02-24",
            "count": 1
          },
          {
            "date": "2025-03-01",
            "count": 2
          },
          {
            "date": "2025-03-03",
            "count": 1
          },
          {
            "date": "2025-03-05",
            "count": 1
          },
          {
            "date": "2025-03-07",
            "count": 1
          },
          {
            "date": "2025-03-13",
            "count": 1
          },
          {
            "date": "2025-03-17",
            "count": 1
          },
          {
            "date": "2025-03-20",
            "count": 1
          },
          {
            "date": "2025-03-22",
            "count": 1
          },
          {
            "date": "2025-03-23",
            "count": 1
          },
          {
            "date": "2025-03-30",
            "count": 2
          },
          {
            "date": "2025-04-05",
            "count": 1
          },
          {
            "date": "2025-04-12",
            "count": 1
          },
          {
            "date": "2025-04-14",
            "count": 1
          },
          {
            "date": "2025-04-25",
            "count": 2
          },
          {
            "date": "2025-05-03",
            "count": 1
          },
          {
            "date": "2025-05-04",
            "count": 1
          },
          {
            "date": "2025-05-18",
            "count": 1
          },
          {
            "date": "2025-05-24",
            "count": 1
          },
          {
            "date": "2025-05-27",
            "count": 1
          },
          {
            "date": "2025-05-28",
            "count": 1
          },
          {
            "date": "2025-06-07",
            "count": 2
          },
          {
            "date": "2025-06-09",
            "count": 1
          },
          {
            "date": "2025-06-10",
            "count": 1
          },
          {
            "date": "2025-06-16",
            "count": 1
          },
          {
            "date": "2025-06-18",
            "count": 1
          },
          {
            "date": "2025-06-20",
            "count": 1
          },
          {
            "date": "2025-06-21",
            "count": 1
          },
          {
            "date": "2025-06-25",
            "count": 1
          },
          {
            "date": "2025-07-02",
            "count": 1
          },
          {
            "date": "2025-07-08",
            "count": 2
          },
          {
            "date": "2025-07-12",
            "count": 1
          },
          {
            "date": "2025-07-14",
            "count": 1
          },
          {
            "date": "2025-07-15",
            "count": 1
          },
          {
            "date": "2025-07-22",
            "count": 1
          },
          {
            "date": "2025-08-07",
            "count": 1
          },
          {
            "date": "2025-08-09",
            "count": 1
          },
          {
            "date": "2025-08-24",
            "count": 1
          },
          {
            "date": "2025-08-25",
            "count": 2
          },
          {
            "date": "2025-08-26",
            "count": 1
          },
          {
            "date": "2025-09-07",
            "count": 1
          },
          {
            "date": "2025-10-03",
            "count": 1
          },
          {
            "date": "2025-10-09",
            "count": 1
          },
          {
            "date": "2025-10-23",
            "count": 1
          },
          {
            "date": "2025-10-31",
            "count": 1
          },
          {
            "date": "2025-11-11",
            "count": 1
          },
          {
            "date": "2025-11-15",
            "count": 1
          },
          {
            "date": "2025-11-17",
            "count": 1
          },
          {
            "date": "2025-11-22",
            "count": 1
          },
          {
            "date": "2025-11-27",
            "count": 1
          },
          {
            "date": "2025-11-29",
            "count": 1
          },
          {
            "date": "2025-11-30",
            "count": 1
          },
          {
            "date": "2025-12-02",
            "count": 2
          },
          {
            "date": "2025-12-08",
            "count": 1
          },
          {
            "date": "2025-12-11",
            "count": 2
          },
          {
            "date": "2025-12-12",
            "count": 1
          },
          {
            "date": "2025-12-13",
            "count": 1
          },
          {
            "date": "2025-12-14",
            "count": 1
          },
          {
            "date": "2025-12-16",
            "count": 1
          },
          {
            "date": "2025-12-18",
            "count": 1
          },
          {
            "date": "2025-12-23",
            "count": 1
          },
          {
            "date": "2025-12-25",
            "count": 1
          },
          {
            "date": "2025-12-29",
            "count": 1
          },
          {
            "date": "2025-12-30",
            "count": 2
          },
          {
            "date": "2026-01-01",
            "count": 1
          },
          {
            "date": "2026-01-03",
            "count": 1
          },
          {
            "date": "2026-01-04",
            "count": 1
          },
          {
            "date": "2026-01-05",
            "count": 1
          },
          {
            "date": "2026-01-17",
            "count": 1
          },
          {
            "date": "2026-01-23",
            "count": 1
          },
          {
            "date": "2026-02-10",
            "count": 2
          },
          {
            "date": "2026-02-16",
            "count": 1
          },
          {
            "date": "2026-02-20",
            "count": 3
          },
          {
            "date": "2026-02-24",
            "count": 1
          },
          {
            "date": "2026-02-26",
            "count": 2
          },
          {
            "date": "2026-02-27",
            "count": 1
          },
          {
            "date": "2026-03-03",
            "count": 1
          },
          {
            "date": "2026-03-05",
            "count": 2
          },
          {
            "date": "2026-03-07",
            "count": 1
          },
          {
            "date": "2026-03-22",
            "count": 2
          },
          {
            "date": "2026-04-02",
            "count": 1
          },
          {
            "date": "2026-04-08",
            "count": 1
          },
          {
            "date": "2026-04-11",
            "count": 1
          },
          {
            "date": "2026-04-12",
            "count": 1
          },
          {
            "date": "2026-04-27",
            "count": 1
          },
          {
            "date": "2026-04-28",
            "count": 1
          },
          {
            "date": "2026-05-04",
            "count": 1
          },
          {
            "date": "2026-05-12",
            "count": 2
          },
          {
            "date": "2026-05-14",
            "count": 1
          },
          {
            "date": "2026-05-15",
            "count": 1
          },
          {
            "date": "2026-05-19",
            "count": 1
          },
          {
            "date": "2026-06-01",
            "count": 1
          },
          {
            "date": "2026-06-10",
            "count": 1
          },
          {
            "date": "2026-06-12",
            "count": 1
          },
          {
            "date": "2026-06-15",
            "count": 1
          },
          {
            "date": "2026-06-23",
            "count": 1
          },
          {
            "date": "2026-06-25",
            "count": 1
          },
          {
            "date": "2026-07-02",
            "count": 2
          },
          {
            "date": "2026-07-17",
            "count": 1
          },
          {
            "date": "2026-07-29",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 466,
        "total_forks": 466
      },
      "star_history": null,
      "open_issues_and_prs": 277
    },
    "ai_readiness": {
      "has_nix": true,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 98600,
      "source_files_sampled": 162,
      "oversized_source_files": 5,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [
          {
            "name": "pillow",
            "direct": true,
            "version": "10.3.0",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.1,
            "advisory_ids": [
              "GHSA-45hq-cxwh-f6vc",
              "GHSA-4x4j-2g7c-83w6",
              "GHSA-5x94-69rx-g8h2",
              "GHSA-62p4-gmf7-7g93",
              "GHSA-6r8x-57c9-28j4",
              "GHSA-8v84-f9pq-wr9x",
              "GHSA-9hw9-ch79-4vh6",
              "GHSA-cfh3-3jmp-rvhc",
              "GHSA-fj7v-r99m-22gq",
              "GHSA-jjj6-mw9f-p565"
            ],
            "fixed_version": "12.3.0",
            "advisory_count": 34,
            "oldest_advisory_days": 167
          },
          {
            "name": "pillow-heif",
            "direct": true,
            "version": "0.16.0",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.1,
            "advisory_ids": [
              "GHSA-5gjj-6r7v-ph3x",
              "PYSEC-2026-2258"
            ],
            "fixed_version": "1.3.0",
            "advisory_count": 2,
            "oldest_advisory_days": 151
          },
          {
            "name": "ujson",
            "direct": true,
            "version": "5.9.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-3j69-69wj-xqx2",
              "GHSA-c38f-wx89-p2xg",
              "GHSA-c8rr-9gxc-jprv",
              "GHSA-wgvc-ghv9-3pmm",
              "PYSEC-2026-2291",
              "PYSEC-2026-2292",
              "PYSEC-2026-2293",
              "PYSEC-2026-2294"
            ],
            "fixed_version": "5.13.0",
            "advisory_count": 8,
            "oldest_advisory_days": 132
          }
        ],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {
          "high": 1,
          "critical": 2
        },
        "advisory_count": 44,
        "affected_count": 3,
        "assessed_count": 13,
        "malicious_count": 0,
        "assessed_package": "pypi:TagStudio@9.1.1",
        "unassessed_count": 0,
        "direct_affected_count": 3
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "audioop-lts",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "chardet",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=5.2"
        },
        {
          "name": "ffmpeg-python",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=0.2"
        },
        {
          "name": "humanfriendly",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "==10.*"
        },
        {
          "name": "mutagen",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=1.47"
        },
        {
          "name": "numpy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=2.2"
        },
        {
          "name": "opencv_python",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=4.11"
        },
        {
          "name": "Pillow",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=10.2,<12"
        },
        {
          "name": "pillow-heif",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=0.22"
        },
        {
          "name": "pillow-jxl-plugin",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=1.3"
        },
        {
          "name": "py7zr",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=1.1.3"
        },
        {
          "name": "pydantic",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=2.10"
        },
        {
          "name": "pydub",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=0.25"
        },
        {
          "name": "PySide6",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "==6.8.0.*"
        },
        {
          "name": "rarfile",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "==4.2"
        },
        {
          "name": "rawpy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=0.27"
        },
        {
          "name": "Send2Trash",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.8,<3"
        },
        {
          "name": "SQLAlchemy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=2.0"
        },
        {
          "name": "srctools",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=2.6"
        },
        {
          "name": "structlog",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=25.3"
        },
        {
          "name": "toml",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=0.10"
        },
        {
          "name": "typing_extensions",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=4.13"
        },
        {
          "name": "ujson",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=5.10"
        },
        {
          "name": "wcmatch",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "==10.*"
        },
        {
          "name": "requests",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=2.31.0"
        },
        {
          "name": "semver",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "~=3.0.4"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "chardet",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ffmpeg-python",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "humanfriendly",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mutagen",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "opencv-python",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pillow-heif",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pillow-jxl-plugin",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "py7zr",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pydub",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyside6",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "rarfile",
            "direct": true,
            "version": "4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "rawpy",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "semver",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "send2trash",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "srctools",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "structlog",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "toml",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ujson",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "wcmatch",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mkdocs-material",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mkdocs-redirects",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pre-commit",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyinstaller",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyright",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "6.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-mock",
            "direct": false,
            "version": "3.15.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-qt",
            "direct": false,
            "version": "4.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.15.17",
            "ecosystem": "pypi"
          },
          {
            "name": "syrupy",
            "direct": false,
            "version": "5.1.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 36,
        "direct_count": 25,
        "indirect_count": 11
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 26,
        "merged_prs": 519,
        "open_issues": 251,
        "closed_ratio": 0.628,
        "closed_issues": 424,
        "closed_unmerged_prs": 144
      },
      "bus_factor": 1,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "CyanVoxel",
          "commits": 485,
          "avatar_url": "https://avatars.githubusercontent.com/u/46939827?v=4"
        },
        {
          "type": "User",
          "login": "xarvex",
          "commits": 65,
          "avatar_url": "https://avatars.githubusercontent.com/u/60973030?v=4"
        },
        {
          "type": "User",
          "login": "Computerdores",
          "commits": 58,
          "avatar_url": "https://avatars.githubusercontent.com/u/46534683?v=4"
        },
        {
          "type": "User",
          "login": "weblate",
          "commits": 46,
          "avatar_url": "https://avatars.githubusercontent.com/u/1607653?v=4"
        },
        {
          "type": "User",
          "login": "yedpodtrzitko",
          "commits": 35,
          "avatar_url": "https://avatars.githubusercontent.com/u/162526?v=4"
        },
        {
          "type": "User",
          "login": "Thesacraft",
          "commits": 29,
          "avatar_url": "https://avatars.githubusercontent.com/u/91694323?v=4"
        },
        {
          "type": "User",
          "login": "TheBobBobs",
          "commits": 18,
          "avatar_url": "https://avatars.githubusercontent.com/u/84781603?v=4"
        },
        {
          "type": "User",
          "login": "DrRetro2033",
          "commits": 16,
          "avatar_url": "https://avatars.githubusercontent.com/u/86109384?v=4"
        },
        {
          "type": "User",
          "login": "SkeleyM",
          "commits": 15,
          "avatar_url": "https://avatars.githubusercontent.com/u/86805089?v=4"
        },
        {
          "type": "User",
          "login": "Sola-ris",
          "commits": 14,
          "avatar_url": "https://avatars.githubusercontent.com/u/190788035?v=4"
        }
      ],
      "contributors_sampled": 74,
      "top_contributor_share": 0.511
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "build.yml",
        "build_docs.yml",
        "checks_python.yml",
        "reuse.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": true,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 3,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 2,
            "reason": "Found 8/30 approved changesets -- score normalized to 2",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 19 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": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "6177befebbf05adaae4da978ba3caee5967f6e8d",
        "ran_at": "2026-07-29T12:52:07Z",
        "aggregate_score": 5.1,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-29T12:37:46Z",
      "oldest_open_prs": [
        {
          "number": 1190,
          "created_at": "2025-11-04T16:24:47Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1198,
          "created_at": "2025-11-11T16:23:24Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1210,
          "created_at": "2025-11-15T23:48:29Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1217,
          "created_at": "2025-11-18T22:52:56Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1220,
          "created_at": "2025-11-19T14:54:26Z",
          "last_comment_at": "2026-01-11T17:34:04Z",
          "last_comment_author": "louisl4696"
        },
        {
          "number": 1226,
          "created_at": "2025-11-24T16:51:56Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1238,
          "created_at": "2025-11-29T03:36:34Z",
          "last_comment_at": "2026-03-23T23:28:30Z",
          "last_comment_author": "JasonReb0rn"
        },
        {
          "number": 1242,
          "created_at": "2025-12-05T21:50:14Z",
          "last_comment_at": "2026-07-06T07:10:02Z",
          "last_comment_author": "TheBobBobs"
        },
        {
          "number": 1244,
          "created_at": "2025-12-06T14:44:49Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1247,
          "created_at": "2025-12-08T04:44:43Z",
          "last_comment_at": "2025-12-14T23:45:15Z",
          "last_comment_author": "reddraconi"
        },
        {
          "number": 1258,
          "created_at": "2025-12-12T14:28:43Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1259,
          "created_at": "2025-12-12T16:15:34Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1261,
          "created_at": "2025-12-12T21:46:15Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1262,
          "created_at": "2025-12-13T12:47:56Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1274,
          "created_at": "2025-12-23T09:30:20Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1290,
          "created_at": "2026-01-15T00:06:06Z",
          "last_comment_at": "2026-02-19T21:11:31Z",
          "last_comment_author": "Math-Bee"
        },
        {
          "number": 1330,
          "created_at": "2026-03-05T16:10:21Z",
          "last_comment_at": "2026-03-06T01:31:33Z",
          "last_comment_author": "Computerdores"
        },
        {
          "number": 1336,
          "created_at": "2026-04-02T19:30:58Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1340,
          "created_at": "2026-04-25T03:29:52Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1344,
          "created_at": "2026-04-25T16:41:23Z",
          "last_comment_at": "2026-04-25T18:48:24Z",
          "last_comment_author": "reddraconi"
        }
      ],
      "last_merged_pr_at": "2026-07-27T19:43:12Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 3,
          "created_at": "2024-04-23T00:00:47Z",
          "last_comment_at": "2024-09-09T07:49:49Z",
          "last_comment_author": "Sythelux"
        },
        {
          "number": 4,
          "created_at": "2024-04-23T00:45:43Z",
          "last_comment_at": "2024-04-23T12:13:46Z",
          "last_comment_author": "TechCrafterGaming"
        },
        {
          "number": 12,
          "created_at": "2024-04-23T06:28:00Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 15,
          "created_at": "2024-04-23T13:12:50Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 16,
          "created_at": "2024-04-23T13:55:49Z",
          "last_comment_at": "2024-04-23T14:18:04Z",
          "last_comment_author": "Thesacraft"
        },
        {
          "number": 21,
          "created_at": "2024-04-23T18:04:23Z",
          "last_comment_at": "2024-04-23T19:24:03Z",
          "last_comment_author": "LunaLorea"
        },
        {
          "number": 23,
          "created_at": "2024-04-23T19:14:41Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 36,
          "created_at": "2024-04-24T20:14:23Z",
          "last_comment_at": "2026-03-13T15:46:12Z",
          "last_comment_author": "mm12"
        },
        {
          "number": 47,
          "created_at": "2024-04-25T16:35:25Z",
          "last_comment_at": "2024-04-25T17:39:19Z",
          "last_comment_author": "CyanVoxel"
        },
        {
          "number": 48,
          "created_at": "2024-04-25T16:55:51Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 57,
          "created_at": "2024-04-26T12:51:56Z",
          "last_comment_at": "2025-01-01T23:40:47Z",
          "last_comment_author": "Thecreatre"
        },
        {
          "number": 62,
          "created_at": "2024-04-26T15:49:38Z",
          "last_comment_at": "2024-06-03T12:40:37Z",
          "last_comment_author": "roke-julian-lockhart"
        },
        {
          "number": 66,
          "created_at": "2024-04-27T04:36:21Z",
          "last_comment_at": "2024-05-06T03:56:21Z",
          "last_comment_author": "Icosahunter"
        },
        {
          "number": 68,
          "created_at": "2024-04-27T12:17:35Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 70,
          "created_at": "2024-04-27T14:15:33Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 74,
          "created_at": "2024-04-27T18:04:48Z",
          "last_comment_at": "2026-04-29T12:04:49Z",
          "last_comment_author": "techdragon"
        },
        {
          "number": 97,
          "created_at": "2024-04-29T21:02:04Z",
          "last_comment_at": "2025-02-12T22:17:32Z",
          "last_comment_author": "aziddy"
        },
        {
          "number": 102,
          "created_at": "2024-04-30T03:59:16Z",
          "last_comment_at": "2024-05-20T00:46:54Z",
          "last_comment_author": "Pheubel"
        },
        {
          "number": 129,
          "created_at": "2024-05-03T23:27:23Z",
          "last_comment_at": "2024-08-25T11:26:24Z",
          "last_comment_author": "roke-julian-lockhart"
        },
        {
          "number": 131,
          "created_at": "2024-05-04T05:00:03Z",
          "last_comment_at": "2024-11-16T02:12:06Z",
          "last_comment_author": "VasigaranAndAngel"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/TagStudioDev/TagStudio",
    "host": "github.com",
    "name": "TagStudio",
    "owner": "TagStudioDev"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "excellent",
      "name": "Overall health",
      "note": "The weighted overall 73 is calibrated to 87 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
          "params": {
            "raw": 73,
            "calibrated": 87,
            "calibration": "2026-08-02"
          }
        }
      ],
      "value": 87,
      "inputs": {
        "security": 52,
        "vitality": 85,
        "community": 85,
        "governance": 52,
        "calibration": "2026-08-02",
        "engineering": 96,
        "ai_readiness": 44,
        "weighted_overall_raw": 73
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 85,
        "weight": 0.21,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 86,
            "inputs": {
              "commits_last_year": 301,
              "human_commit_share": 1,
              "days_since_last_push": 1,
              "active_weeks_last_year": 32
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 1 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 1
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "32/52 weeks with commits",
                "points": 22.2,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 32
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "301 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 301
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "releases_count": 22,
              "latest_release_tag": "v9.6.1",
              "releases_from_tags": false,
              "days_since_latest_release": 19,
              "mean_days_between_releases": 54.8
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "22 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 22
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 19 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 19
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~54.8 days",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 54.8
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 8,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 8 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 8
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "excellent",
        "name": "Community & Adoption",
        "value": 85,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "excellent",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "forks": 466,
              "stars": 7064,
              "watchers": 65,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "7,064 stars",
                "points": 60,
                "status": "met",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 7064
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "466 forks",
                "points": 22.2,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 466
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "65 watchers",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 65
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (GPL-3.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "GPL-3.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 52,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "weak",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 44,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 74,
              "top_contributor_share": 0.511
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 51% of commits",
                "points": 11,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 51
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "74 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 74
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 19 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "merged_prs": 519,
              "open_issues": 251,
              "closed_issues": 424,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 0.628,
              "closed_unmerged_prs": 144,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "63% of issues closed",
                "points": 26.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 63
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "519/663 decided PRs merged",
                "points": 23.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 519,
                      "decided": 663
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 8/30 approved changesets -- score normalized to 2",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "followers": 132,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "TagStudioDev",
              "public_repos": 1,
              "account_age_days": 823
            },
            "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": "132 followers of TagStudioDev",
                "points": 15.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 132,
                      "login": "TagStudioDev"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "1 public repos, account ~2 yr old",
                "points": 6.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 1
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "moderate",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "packages": [
                "TagStudio"
              ],
              "ecosystems": "pypi",
              "any_deprecated": true,
              "min_days_since_publish": 705
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 705 days ago",
                "points": 14,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 705
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "2 published versions",
                "points": 12,
                "status": "partial",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "TagStudio: deprecated/yanked on the registry",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "package_deprecated",
                    "params": {
                      "name": "TagStudio"
                    }
                  }
                ],
                "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": 96,
        "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": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "file-manager",
                "organizer",
                "photo-gallery",
                "photo-organizer",
                "metadata",
                "tagger",
                "tagging",
                "tags",
                "document-management-system"
              ],
              "has_wiki": false,
              "homepage": "https://docs.tagstud.io/",
              "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://docs.tagstud.io/",
                "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": "9 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "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": "moderate",
        "name": "Security",
        "value": 52,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 51,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.1
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 8/30 approved changesets -- score normalized to 2",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 19 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Matched the pypi:TagStudio@9.1.1 runtime dependency closure — what installing the published package pulls in — 13 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:TagStudio@9.1.1",
                  "assessed": 13
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "source": "osv",
              "advisories": 44,
              "affected_packages": 3,
              "assessed_packages": 13,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 2, high 1",
              "direct_affected_packages": 3
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "3 affected: pillow 10.3.0 (critical 9.1), pillow-heif 0.16.0 (critical 9.1), ujson 5.9.0 (high 7.5)",
                "points": 6.7,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 3,
                      "packages": "pillow 10.3.0 (critical 9.1), pillow-heif 0.16.0 (critical 9.1), ujson 5.9.0 (high 7.5)"
                    }
                  }
                ],
                "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": "3 advisory-carrying package(s) unaddressed past 90 days; oldest published 167 days ago",
                "points": 24.4,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 3,
                      "oldest": 167
                    }
                  }
                ],
                "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": 13,
              "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": 6
            },
            "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": "weak",
        "name": "AI Readiness",
        "value": 44,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "weak",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 43,
            "inputs": {
              "has_nix": true,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Nix",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Nix"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 98600,
              "source_files_sampled": 162,
              "oversized_source_files": 5
            },
            "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": "5/162 source files over 60KB",
                "points": 53.3,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 162,
                      "oversized": 5
                    }
                  }
                ],
                "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": {
      "top": [
        "library",
        "application"
      ],
      "labels": [
        "library",
        "desktop"
      ],
      "scores": {
        "desktop": 4,
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "desktop",
          "source": "dep:PySide6",
          "weight": 4
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T12:52:31.779972Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/TagStudioDev/TagStudio.svg",
  "full_name": "TagStudioDev/TagStudio",
  "license_state": "standard",
  "license_spdx": "GPL-3.0"
}

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 v2.5.0, esquema v0.27.0 — metodología completa · wiki de métricas.

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