Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-30 21:49 UTC

mindsdb / cowork-server

FastAPI backend for MindsHub Cowork. Manages projects, conversations, files, scheduling, memory, and agent orchestration with a SQLite-backed data layer.

PythonAGPL-3.0★ 4 estrellas⑂ 5 forksdesde may 2026Ver en GitHub ↗

mindsdb/cowork-server tiene un índice de salud de 32 sobre 100, lo que lo sitúa en la banda En riesgo. Su puntuación más alta es Sustainability & Governance (85/100) y la más baja, Security (35/100). Se actualizó por última vez hoy. 3 personas concentran la mayor parte del trabajo reciente.

32
global / 100
En riesgo

Índice de salud del software

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

32
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

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

La Política de Jurisdicciones de Alto Riesgo aplica un multiplicador del 50% a la salud global ponderada y le da un límite «En riesgo» de 49.

Titularidad

MindsDB IncOrganización
1416 seguidores57 repositorios públicosdesde ago 2017

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
PyPIcowork-server0.26.7.27.3457651hace 3 días

Métricas por categoría

Vitalidad

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

77Bueno · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
7.6/36Cadencia de commits — 11/52 semanas con commits
18/18Volumen de commits — 601 commits en el último año
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Datos de entrada utilizados
commits_last_year601
human_commit_share0,99
days_since_last_push0
active_weeks_last_year11
Cómo se puntúa
27/27Publica versiones — 54 versiones publicadas
36/36Recencia de las versiones — última versión hace 0 días
27/27Cadencia de publicación — una versión cada ~0,3 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count54
latest_release_tagv0.26.7.30.1rc5
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases0,3
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

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

38En riesgo · 18% del índice global
Cómo se puntúa
7.7/60Estrellas — 4 estrellas
5/25Forks — 5 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks5
stars4
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (AGPL-3.0)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
Cómo se puntúa
48.8/80Descargas mensuales — 4576 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagescowork-server
dependents
ecosystemspypi
total_downloads
monthly_downloads4576
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

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

85Excelente · 24% del índice global
Cómo se puntúa
36/54Factor bus — la mitad de los commits recae en 3 contribuyente(s)
17.2/22.5Distribución de commits — el principal contribuyente firma el 24% de los commits
13.5/13.5Amplitud de contribuyentes — 15 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 18 contributing companies or organizations
Datos de entrada utilizados
bus_factor3
contributors_sampled15
top_contributor_share0,236
Cómo se puntúa
46.8/46.8Resolución de issues — 100% de issues cerradas
31.1/38.3Aceptación de PR — 178/219 PR decididos fusionados
13.5/15OpenSSF Scorecard: Code-Review — Found 12/13 approved changesets -- score normalized to 9
Datos de entrada utilizados
merged_prs178
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs41
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
22.7/25Alcance del propietario — 1416 seguidores de mindsdb
24.8/25Trayectoria — 57 repos públicos, cuenta de ~8 años
Datos de entrada utilizados
followers1416
owner_typeOrganization
is_verified
owner_loginmindsdb
public_repos57
account_age_days3271
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 3 días
20/20Historial de versiones — 51 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagescowork-server
ecosystemspypi
any_deprecatedno
min_days_since_publish3

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

77Bueno · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 11 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://mindshub.ai
10/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics
has_wiki
homepagehttps://mindshub.ai
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?

35En riesgo · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
2.5/2.5CI-Tests — 14 out of 14 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
6.8/7.5Code-Review — Found 12/13 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 18 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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 14 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5,5
high_risk_jurisdiction_cap49
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier28
security_posture_before_jurisdiction55
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, signed_releases. Los pesos restantes se han renormalizado. La Política de Jurisdicciones de Alto Riesgo aplica un multiplicador del 50% y da a la postura de seguridad un límite «En riesgo» de 49.
Cómo se puntúa
14.6/35Dependencias directas libres de avisos conocidos — 1 afectados: hermes-agent 0.17.0 (high 7.3)
6.8/25Dependencias indirectas libres de avisos conocidos — 1 afectados: pillow 12.2.0 (critical 9.1)
40/40Sin avisos pendientes — ningún aviso lleva público más de 90 días
Datos de entrada utilizados
sourceosv
advisories30
affected_packages2
assessed_packages103
unassessed_packages0
affected_by_severitycritical 1, high 1
direct_affected_packages1
Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:cowork-server@0.26.7.27.3 —lo que arrastra la instalación del paquete publicado—: 103 paquetes. No se analiza la alcanzabilidad.

Preparación para IA

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

50Moderado · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
32.9/40Historial de commits legible — 61 de 99 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,616
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
0/11Configuración de lint / formato
0/11Verificación estática de tipos
10/10Entorno reproducible — Dockerfile, lockfile
10/10Práctica demostrada con agentes — 25 de los últimos 100 commits con autoría o crédito de agente
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Datos de entrada utilizados
has_nixno
has_tests
lockfilesuv.lock
has_dockerfile
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0,25
toolchain_manifests
dependency_bot_commit_share0
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
55/55Tamaños de archivo manejables — 0/234 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes55.763
source_files_sampled234
oversized_source_files0

Datos clave

4estrellas de GitHub
15contribuidores
601commits en los últimos 12 meses
0días desde el último push
54versiones publicadas
3factor bus
0issues 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 ★ / 5 ⇿
0Estrellas
5Forks
10Versiones

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

12345512026-062026-072026-07
Mayor 0Menor 0Parche 0
OpenSSF Scorecard 5.5 / 10
5.5agregado

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 · 2026-07-30 21:48 UTC

10Binary-Artifactsno binaries found in the repo
n/dBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 12/13 approved changesets -- score normalized to 9
10Contributorsproject has 18 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities14 existing vulnerabilities detected
Dependencias directas 17
RegistroPaqueteRestricción de versiónManifiesto
PyPIalembic>=1.17.0pyproject.toml
PyPIanton-agent>=2.26.6.30.1,<3pyproject.toml
PyPIcryptography>=48.0.0pyproject.toml
PyPIfastapi>=0.136.1pyproject.toml
PyPIhermes-agent>=0.15.2,<0.18pyproject.toml
PyPIhttpx>=0.27pyproject.toml
PyPIpydantic>=2.12.5pyproject.toml
PyPIpydantic-settings>=2.14.1pyproject.toml
PyPIpsycopg>=3.2pyproject.toml
PyPIpython-multipart>=0.0.28pyproject.toml
PyPIsqlmodel>=0.0.38pyproject.toml
PyPItzlocal>=5.0pyproject.toml
PyPIuvicorn>=0.47.0pyproject.toml
PyPImarkdown>=3.7pyproject.toml
PyPIxhtml2pdf>=0.2.16pyproject.toml
PyPIpython-docx>=1.1.2pyproject.toml
PyPIhtmldocx>=0.0.6pyproject.toml
Todas las dependencias 118

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 17 paquetes directos y 101 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIalembic1.18.4directa
PyPIanton-agent2.26.7.6.2directa
PyPIcryptography48.0.1directa
PyPIfastapi0.136.3directa
PyPIhermes-agent0.17.0directa
PyPIhtmldocx0.0.6directa
PyPIhttpx0.28.1directa
PyPImarkdown3.10.2directa
PyPIpsycopg3.3.4directa
PyPIpydantic2.13.4directa
PyPIpydantic-settings2.14.1directa
PyPIpython-docx1.2.0directa
PyPIpython-multipart0.0.32directa
PyPIsqlmodel0.0.38directa
PyPItzlocal5.4.3directa
PyPIuvicorn0.49.0directa
PyPIxhtml2pdf0.2.17directa
PyPIaiohappyeyeballs2.6.2indirecta
PyPIaiohttp3.14.0indirecta
PyPIaiosignal1.4.0indirecta
PyPIannotated-doc0.0.4indirecta
PyPIannotated-types0.7.0indirecta
PyPIanthropic0.105.2indirecta
PyPIanyio4.13.0indirecta
PyPIarabic-reshaper3.0.1indirecta
PyPIasn1crypto1.5.1indirecta
PyPIattrs26.1.0indirecta
PyPIaudioop-lts0.2.2indirecta
PyPIbeautifulsoup44.15.0indirecta
PyPIcertifi2026.5.20indirecta
PyPIcffi2.0.0indirecta
PyPIcharset-normalizer3.4.7indirecta
PyPIclick8.4.1indirecta
PyPIcolorama0.4.6indirecta
PyPIconcurrent-log-handler0.9.29indirecta
PyPIcoverage7.14.3indirecta
PyPIcroniter6.0.0indirecta
PyPIcssselect20.9.0indirecta
PyPIdill0.3.8indirecta
PyPIdiscord-py2.7.1indirecta
PyPIdistro1.9.0indirecta
PyPIdocstring-parser0.18.0indirecta
PyPIfire0.7.1indirecta
PyPIfrozenlist1.8.0indirecta
PyPIgreenlet3.5.1indirecta
PyPIh110.16.0indirecta
PyPIhtml5lib1.1indirecta
PyPIhttpcore1.0.9indirecta
PyPIhttptools0.8.0indirecta
PyPIidna3.18indirecta
PyPIiniconfig2.3.0indirecta
PyPIjinja23.1.6indirecta
PyPIjiter0.15.0indirecta
PyPIlxml6.1.1indirecta
PyPImako1.3.12indirecta
PyPImarkdown-it-py4.2.0indirecta
PyPImarkupsafe3.0.3indirecta
PyPImdurl0.1.2indirecta
PyPImultidict6.7.1indirecta
PyPIopenai2.24.0indirecta
PyPIoscrypto1.3.0indirecta
PyPIpackaging26.0indirecta
PyPIpathspec1.1.1indirecta
PyPIpillow12.3.0indirecta
PyPIpluggy1.6.0indirecta
PyPIportalocker3.2.0indirecta
PyPIprompt-toolkit3.0.52indirecta
PyPIpropcache0.5.2indirecta
PyPIpsutil7.2.2indirecta
PyPIpsycopg-binary3.3.4indirecta
PyPIptyprocess0.7.0indirecta
PyPIpycparser3.0indirecta
PyPIpydantic-core2.46.4indirecta
PyPIpygments2.20.0indirecta
PyPIpyhanko0.35.1indirecta
PyPIpyhanko-certvalidator0.31.1indirecta
PyPIpyjwt2.13.0indirecta
PyPIpypdf6.14.0indirecta
PyPIpytest9.0.3indirecta
PyPIpytest-asyncio1.4.0indirecta
PyPIpytest-cov7.1.0indirecta
PyPIpython-bidi0.6.10indirecta
PyPIpython-dateutil2.9.0.post0indirecta
PyPIpython-dotenv1.2.2indirecta
PyPIpytz2026.2indirecta
PyPIpywin32312indirecta
PyPIpywinpty2.0.15indirecta
PyPIpyyaml6.0.3indirecta
PyPIreportlab4.5.1indirecta
PyPIrequests2.33.0indirecta
PyPIrich14.3.3indirecta
PyPIruamel-yaml0.18.17indirecta
PyPIruamel-yaml-clib0.2.15indirecta
PyPIshellingham1.5.4indirecta
PyPIsix1.17.0indirecta
PyPIslack-sdk3.42.0indirecta
PyPIsniffio1.3.1indirecta
PyPIsocksio1.0.0indirecta
PyPIsoupsieve2.8.4indirecta
PyPIsqlalchemy2.0.50indirecta
PyPIstarlette1.3.1indirecta
PyPIsvglib2.0.2indirecta
PyPItenacity9.1.4indirecta
PyPItermcolor3.3.0indirecta
PyPItinycss21.5.1indirecta
PyPItqdm4.67.3indirecta
PyPItyper0.26.7indirecta
PyPItyping-extensions4.15.0indirecta
PyPItyping-inspection0.4.2indirecta
PyPItzdata2025.3indirecta
PyPIuritools6.1.2indirecta
PyPIurllib32.7.0indirecta
PyPIuvloop0.22.1indirecta
PyPIwatchfiles1.2.0indirecta
PyPIwcwidth0.7.0indirecta
PyPIwebencodings0.5.1indirecta
PyPIwebsockets15.0.1indirecta
PyPIyarl1.24.2indirecta
Avisos de dependencias 2

Instalar pypi:cowork-server@0.26.7.27.3 arrastra 103 paquetes, directos y transitivos: 2 tienen avisos conocidos, de los cuales 1 son dependencias directas.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
pillow12.2.0indirectacrítica2612.3.0
hermes-agent0.17.0directaalta40.18.0

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": [],
      "is_fork": false,
      "size_kb": 3055,
      "has_wiki": true,
      "homepage": "https://mindshub.ai",
      "languages": {
        "Mako": 704,
        "Python": 1564377,
        "Makefile": 818,
        "Dockerfile": 1726
      },
      "pushed_at": "2026-07-30T21:46:27Z",
      "created_at": "2026-05-13T23:54:05Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-27T21:15:40Z",
      "description": "FastAPI backend for MindsHub Cowork. Manages projects, conversations, files, scheduling, memory, and agent orchestration with a SQLite-backed data layer.",
      "is_archived": false,
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      "license_spdx": "AGPL-3.0",
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    "owner": {
      "blog": "mindsdb.com",
      "name": "MindsDB Inc",
      "type": "Organization",
      "login": "mindsdb",
      "company": null,
      "location": "Berkeley, CA",
      "followers": 1416,
      "avatar_url": "https://avatars.githubusercontent.com/u/31035808?v=4",
      "created_at": "2017-08-15T11:14:59Z",
      "is_verified": null,
      "public_repos": 57,
      "account_age_days": 3271
    },
    "license": {
      "state": "standard",
      "spdx_id": "AGPL-3.0",
      "raw_spdx": "AGPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.26.7.30.1rc5",
          "kind": "other",
          "published_at": "2026-07-30T21:46:28Z"
        },
        {
          "tag": "v0.26.7.30.1rc4",
          "kind": "other",
          "published_at": "2026-07-30T13:05:12Z"
        },
        {
          "tag": "v0.26.7.30.1rc3",
          "kind": "other",
          "published_at": "2026-07-30T13:02:37Z"
        },
        {
          "tag": "v0.26.7.30.1rc2",
          "kind": "other",
          "published_at": "2026-07-30T11:55:35Z"
        },
        {
          "tag": "v0.26.7.30.1rc1",
          "kind": "other",
          "published_at": "2026-07-30T05:01:03Z"
        },
        {
          "tag": "v0.26.7.29.1rc2",
          "kind": "other",
          "published_at": "2026-07-29T17:53:41Z"
        },
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          "body": null,
          "is_bot": false,
          "headline": "Add flag for audit mode",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:18:36Z",
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        },
        {
          "oid": "192287839a009f6780b8149aa2647a789b973a5f",
          "body": null,
          "is_bot": false,
          "headline": "Add tests",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:02:17Z",
          "body_truncated": false,
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        {
          "oid": "5c91db84934946a6380239ff8e0d92dae5b6137e",
          "body": null,
          "is_bot": false,
          "headline": "Check for principal",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:02:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fb7f727ab372f039aaab3b05891f34068dd10fd",
          "body": null,
          "is_bot": false,
          "headline": "Add tests + check mode",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:02:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b4a94462eb9dec343f4a71e3d11d12c859b44514",
          "body": null,
          "is_bot": false,
          "headline": "Add flag",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:01:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "802aca6a9c6538a120c2be355dfa79cf35849666",
          "body": "gdrive connector with google picker api",
          "is_bot": false,
          "headline": "Merge pull request #178 from mindsdb/google_picker_api",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-15T12:46:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33dd31aad9763cc60601cc835807da50376bf868",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'staging' into google_picker_api",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-15T11:41:56Z",
          "body_truncated": false,
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        },
        {
          "oid": "33a74a84032694ee0e62e116d5caf5e757424312",
          "body": "…timezone-local\n\nfix(scheduler): resolve timezone=\"local\" to system zone, not UTC [ENG-773]",
          "is_bot": false,
          "headline": "Merge pull request #195 from mindsdb/paul/eng-773-scheduled-tasks-s5-…",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-15T00:01:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5179e4d581bb6433416204c6bec9bd12fd209994",
          "body": "…reap-orphaned-running-runs-on-boot-bound\n\nfix(scheduler): reap orphaned running runs on boot; bound run duration [ENG-769]",
          "is_bot": false,
          "headline": "Merge pull request #194 from mindsdb/paul/eng-769-scheduled-tasks-s1-…",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-15T00:01:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f897f28b936d44cbb7554e51ad4ea550fc0b49f7",
          "body": "`timezone=\"local\"` silently resolved to UTC in resolve_timezone(), so a\nschedule saved with \"local\" fired on UTC wall-clock instead of the user's\nzone (and lost DST tracking). Since cowork-server runs on the user's own\nmachine, \"local\" now resolves to the system's real IANA zone via tzlocal,\nfalling\n[…]\nting next_run_at on cadence/timezone edit is deferred to\nthe driver rework (ENG-703); this is the standalone salient bug from ENG-773.\n\nENG-773\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(scheduler): resolve timezone=\"local\" to the system zone, not UTC",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T23:19:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "be64a8815036439f8242bdc9c2f0b6f006205162",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into staging (content already present)",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T22:26:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fce74003ba6e2fb9f4eb3d2cf6d3eb32d26c79e0",
          "body": "A crash/restart mid-run left a ScheduleRun in `running` forever. The\ndue-check skips schedules with a running run, so one stale row wedged\nthe schedule permanently — it silently never fired again.\n\n- Add ScheduleRunService.reap_orphaned_runs(): on boot, mark every\n  `running` run (scheduled and manu\n[…]\n  so a hung agent can't stay `running` indefinitely.\n- Tests for the reaper (running->failed, manual runs, finished runs\n  untouched).\n\nENG-769\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(scheduler): reap orphaned running runs on boot; bound run duration",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T21:48:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "866878ef2dffe18976a0685767ad874dfe4ef071",
          "body": "…ixes\n\n[ENG-688] Scheduled task fixes",
          "is_bot": false,
          "headline": "Merge pull request #181 from mindsdb/tino097/eng-688-scheduled-task-f…",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T19:47:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09516f817a8bce774c1bc82e3c34327e1c68e5b5",
          "body": null,
          "is_bot": false,
          "headline": "moved gdrive logic from harness to connections",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-14T17:55:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64f7251a4940b294a59dd1f64c02801200b614a5",
          "body": "chore: back-merge main hotfix into staging",
          "is_bot": false,
          "headline": "Merge pull request #191 from mindsdb/backmerge/main-hotfixes-to-staging",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T03:39:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39224922827b3017d342313f9629ef38cfd61026",
          "body": "fix(settings): .env model keys are CLI-only, never synced to DB (ENG-739)",
          "is_bot": false,
          "headline": "Merge pull request #189 from mindsdb/fix/eng-739-env-models-cli-only",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T03:35:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7dbe7ecfad7dc5a7eb8d9424628d699aec08444",
          "body": "fix(settings): stop COWORK_SERVER_ORIGIN from populating public_base_url (ENG-632)",
          "is_bot": false,
          "headline": "Merge pull request #190 from mindsdb/hotfix/eng-632-oauth-origin-alias",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:51:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6754fb6207e345a4a94dd978d7b57c08b51c4b43",
          "body": "Hotfix for the desktop OAuth origin change (cowork PR #386, ENG-632).\n\nCOWORK_SERVER_ORIGIN was a validation alias for TWO settings: server_origin\n(OAuth redirect base — intended) and public_base_url (channel webhook base).\nThe desktop app sets COWORK_SERVER_ORIGIN=http://127.0.0.1:<port> so OAuth\n\"\n[…]\norigin and webhook\nbase are now decoupled. No other code referenced COWORK_SERVER_ORIGIN; cloud\ndeployments already set COWORK_PUBLIC_BASE_URL.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): stop COWORK_SERVER_ORIGIN from populating public_base_url",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:18:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c6c39139d40c234e8780e1b97afcbe478f1e4e57",
          "body": "fix(settings): .env model keys are CLI-only, never synced to DB (ENG-739)",
          "is_bot": false,
          "headline": "Merge pull request #189 from mindsdb/fix/eng-739-env-models-cli-only",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:13:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15daadf12d283e2fa0fd52dce69be85961647513",
          "body": "…-739)\n\nRemove ANTON_PLANNING_MODEL / ANTON_CODING_MODEL from _ENV_TO_SETTING, the\ntable driving both migrate_env_to_db (first-boot seed) and the\nPOST /settings/raw merge sync.\n\nThe raw-sync path runs on every desktop/web credential push and — via the web\nclient's saveMindsToken — on every scheduled\n[…]\n assert\nthe new invariant: /settings/raw syncs the credential + provider but leaves the\nmodel row unset while preserving the .env line on disk.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): stop syncing .env model keys to the DB — CLI-only (ENG…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T22:32:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4ecc02394651a51368ca10527ad90dd759dded8c",
          "body": "feat(tools): slim request_credentials schema + data-vault instructions",
          "is_bot": false,
          "headline": "Merge pull request #185 from mindsdb/feat/slim-connector-tools",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-13T22:16:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ef9b9c620a09484be616500de00171f077a9447",
          "body": null,
          "is_bot": false,
          "headline": "fix: reject path-traversal segments in comments proxy",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-13T08:02:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b0500cdd2324dcf44bc64a2c2bba7c8a0b57bee",
          "body": "Staging (Week of 06-07-22)",
          "is_bot": false,
          "headline": "Merge pull request #163 from mindsdb/staging",
          "author_name": "Hamish Fagg",
          "author_login": "hamishfagg",
          "committed_at": "2026-07-13T04:09:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20dc8bad43eea6dc5623951ef725c6fc5d96e066",
          "body": "…mission/update_form\n\n- request_credentials handler no longer tells the model to call\n  fetch_submission (unregistered tool); guidance now matches the\n  rewritten prompt's 'server saves on submit' contract.\n- _scrub_secret_values strips 'value' from password-type fields\n  (top-level and per-method) \n[…]\nrompt clause restored.\n- Delete the commented-out fetch_submission/update_form blocks in\n  tools.py and harness.py (git history preserves them).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tools): address review — scrub secret values, drop dead fetch_sub…",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-11T00:49:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2c8c0f1add74002c82d95faa6d8686d2cbda03fc",
          "body": "The request_credentials tool schema (8.7k chars on the wire) and its\nDATA VAULT WORKFLOW prompt (2.9k chars) documented per-field details a model\nalready knows. Cut to the non-obvious contracts only (verbatim registry spec\npass-through, _connector_id, methods[]/PKCE shape, fence formatting,\nnever-echo-credentials): schema ~5k chars, prompt 1.3k chars.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tools): slim request_credentials schema + data-vault instructions",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-11T00:31:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "70a1d751640876971ba42bbf3ff38c3c6774cc32",
          "body": null,
          "is_bot": false,
          "headline": "derive run status from stream terminal record",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-10T16:56:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8d3d3cfc8c4c89c82569c8c846395bff9abde1d",
          "body": null,
          "is_bot": false,
          "headline": "read run outcome from the stream terminal record",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-10T16:42:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48c8a9361112dd18b0fa076259cf90b3dfd21a6b",
          "body": null,
          "is_bot": false,
          "headline": "fixes from ai code review",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-10T14:51:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b1cebed1c6fd7ad1fc80344aed5d3d7c00a3bf4",
          "body": "…eeze)\n\nFollows the rename in mindsdb/github-actions#32. Caller filenames and workflow\nnames are unchanged; only the uses: target paths move.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Point callers at renamed reusable workflows (release-freeze/-pr/-unfr…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-10T00:01:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "75e2fdb3cf33a875cf68319bae71c681399dd934",
          "body": "Adds a top-level 'permissions: contents: read' block to each caller so the\nGITHUB_TOKEN is least-privilege (fixes CodeQL actions/missing-workflow-permissions).\nAll privileged operations run through the mindsdb-release-train App token, so\ncontents: read is sufficient for the callers.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Set explicit GITHUB_TOKEN permissions on release-train callers",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T23:47:16Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9df5b36de89d3d8e9ce1b54d9d70b6c2e0a3e165",
          "body": "…orkflows\n\nReplaces the self-contained freeze/release-PR/unfreeze workflows and the\nset-branch-lock.js helper with ~15-line callers of the reusable workflows in\nmindsdb/github-actions (see mindsdb/github-actions#32). Workflow names are\npreserved so the workflow_run chain still fires.\n\nAuth now uses \n[…]\nvisioned\nstaging-freeze ruleset instead of round-tripping branch protection. The\nunfreeze caller carries the merged-release-PR + fork-PR guard.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refactor release-train workflows to thin callers of shared reusable w…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T23:37:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "be5e0a262667e9860935d49114680d26a888e092",
          "body": "…trand attachments (#182)\n\n* fix(files): key attachment purposes by conversation id only (ENG-338)\n\nRenaming a project stranded every attachment already uploaded to its\nconversations: the purpose tag embedded the mutable project name\n(attachment:{project}:{session}) and renames never relinked existi\n[…]\nards it;\n  the one-key dict was shape without consumers).\n\nSuite: 407 passed.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ENG-338: key attachment purposes by conversation id — renames can't s…",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
          "committed_at": "2026-07-09T22:24:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4ccccd0f5ba57a15c12923496d079a3d7e368e8b",
          "body": "fix(skills): directory-junction fallback for Windows non-admin symlinks (WinError 1314)",
          "is_bot": false,
          "headline": "Merge pull request #184 from mindsdb/fix/windows-skill-link-junctions",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T21:53:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f6c6319921e0bf84690bf7c95f924a8b733837f",
          "body": "…ileges\n\nOn Windows a non-admin user without Developer Mode cannot create symlinks:\nPath.symlink_to raises OSError [WinError 1314] \"A required privilege is not\nheld by the client\". This crashed server boot — reconcile_all() in\nrun_dev_setup() propagated the raise, so the FastAPI lifespan startup abo\n[…]\n so it can never abort server startup again.\n\nAdds regression tests: link round-trip + \"one unlinkable skill doesn't abort\nthe full reconcile\".\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(skills): fall back to directory junctions when symlinks need priv…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T21:25:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "aefad09760a859f247f3254e8b72291c2473d8d2",
          "body": "…to a locked model (ENG-597) (#167)\n\n* feat(settings): tier-aware model defaults — free tier never defaults to a locked model (ENG-597)\n\nMindsHub now gates models per plan tier: a free-tier key gets sonnet/haiku\n(the canonical minds-cloud planning/coding defaults) as enabled:false from\n/v1/models, s\n[…]\nhy this slipped).\n\nSuite: 332 passed, ruff clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(settings): tier-aware model defaults — free tier never defaults …",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
          "committed_at": "2026-07-09T17:49:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dd0f389c1e363bf7b145581810d4d1e295c7e963",
          "body": null,
          "is_bot": false,
          "headline": "fix for project files for gdrive files",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-09T16:59:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49efc6c8e819c60dfdb71a143e85e15bd1fa4ff8",
          "body": "* fix: restore _stream compat method and fix NOT NULL migration (staging)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* fix: remove dead _stream method from ResponsesHandler\n\n_stream had zero callers after the rebase onto staging — the streaming\npath runs through _produce()/buffer, a\n[…]\n-of-band.\n\n---------\n\nCo-authored-by: sejuba <sejuba@7a:37:83:36:3f:61.home>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>\nCo-authored-by: Konstantin Sivakov <konstantin.sivakov@gmail.com>",
          "is_bot": false,
          "headline": "fix: add migration guard for pre-Alembic DBs (staging) (#86)",
          "author_name": "Michael Olayemi Olawepo",
          "author_login": "sejubar",
          "committed_at": "2026-07-09T16:27:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "56f1d1ed83c01cb77ff0bd02b1c3cfdfd4f02523",
          "body": null,
          "is_bot": false,
          "headline": "added file picker",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-09T16:19:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46d863bef3e3420632868d1cfbfcc5b4f2729080",
          "body": null,
          "is_bot": false,
          "headline": "trigger langfuse on turns",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
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          "body": null,
          "is_bot": false,
          "headline": "record canceled runs and expose correct flags for the api",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-09T15:11:47Z",
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        },
        {
          "oid": "ef096337c719ee66a91dfbffe76b589e8f25c70f",
          "body": null,
          "is_bot": false,
          "headline": "fix(comments): don't show orphan notice for intentional general comments",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-09T15:06:51Z",
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          "headline": "register ds vars for scrubbing",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
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          "body": null,
          "is_bot": false,
          "headline": "feat(comments): report hidden/orphan anchor state from the marker layer",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-09T14:12:26Z",
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          "oid": "475a13d8c3dbecdc14d909cfe131778328b37a29",
          "body": null,
          "is_bot": false,
          "headline": "skip cron when success",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-09T13:59:34Z",
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        },
        {
          "oid": "da073bd172b39b602ebfb891a0adbb2c8358c799",
          "body": "- Replace the injected iframe layer with the redesigned commenter chrome:\n  teal droplet pins, white thread popover, grow-from-pill composer, custom\n  pin cursor, gap-space element hit-testing, Alt-to-expand selection\n- Keep it credential-free: the layer posts intents over postMessage; the\n  renderer holds creds, performs every API call, and pushes the thread list\n- English confirm copy for delete\n- Update layer tests for the redesigned protocol",
          "is_bot": false,
          "headline": "feat(comments): redesigned on-artifact comment layer (injected)",
          "author_name": "Hazem Aboelsoud",
          "author_login": "hazemahmedx0",
          "committed_at": "2026-07-09T12:09:01Z",
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          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'staging' into google_picker_api",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-09T11:07:45Z",
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        {
          "oid": "016276c02af3beab2183c4023c2b1f2dee1fe174",
          "body": "stop false \"Unpublished changes\" badge on fullstack artifacts",
          "is_bot": false,
          "headline": "Merge pull request #134 from mindsdb/fix/false-unpublished-changes",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-09T08:45:17Z",
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          "oid": "a6203a4a7e6ad6a86bbb108f636908ad3bf4efb8",
          "body": "…) (#168)\n\n* feat(turn-errors): map model-403s (model_access_denied / model_disabled) to distinct codes + extras (ENG-598)\n\nWhen the gateway rejects the requested MODEL (plan tier gate or admin kill\nswitch), the turn died as a generic anton_error — \"An unexpected error\noccurred\" — with no hint that \n[…]\nched — not\nin scope, present before this change.)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(turn-errors): map model-403s to distinct codes + extras (ENG-598…",
          "author_name": "Alejandro Cantu",
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          "committed_at": "2026-07-09T01:06:16Z",
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        {
          "oid": "e13717db8c41c10b7a4c3e3bf3ab4eea3ef265d2",
          "body": "feat: single COWORK_HOME data root for full per-build isolation",
          "is_bot": false,
          "headline": "Merge pull request #174 from mindsdb/feat/cowork-home-data-root",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T01:01:46Z",
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          "body": "fix: fail legibly when the database is ahead of this build (ENG-324)",
          "is_bot": false,
          "headline": "Merge pull request #173 from mindsdb/fix/migration-mismatch-guard",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T23:57:23Z",
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          "oid": "a2b5cd0a06ab57f6e0d397ffb55ab2c1555a958b",
          "body": "The .env search chain kept ~/.anton/.env regardless of COWORK_HOME, so an\nisolated (preview/stable) build still read any value living there that its\nown .env didn't set. A path var in the legacy file (DATABASE_URI,\nMASTER_KEY_PATH, COWORK_PROJECTS_DIR, ...) would resolve every build back\nonto the sa\n[…]\ntion\nexists to prevent. Consult ~/.anton/.env only for the default (prod) home;\nan isolated build reads only <COWORK_HOME>/.env and local .env.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: don't inherit legacy ~/.anton/.env in isolated builds",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T23:28:59Z",
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        },
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          "oid": "62448aaf8ec5231a25018c5455fc5738fd6f5ded",
          "body": "Replaces the single weekly-merge workflow with the freeze/release-PR/unfreeze\nlifecycle established in mindshub_inference#319: staging-freeze locks staging\non a weekly cron, weekly-merge-staging opens the staging->main release PR, and\nstaging-unfreeze unlocks staging when the release PR merges. Branch-protection\nchanges go through a shared set-branch-lock.js helper using RELEASE_AUTOMATION_TOKEN.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add weekly release cycle workflows (freeze, release PR, unfreeze)",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T21:57:27Z",
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        },
        {
          "oid": "b8c709be15b164eba3a8869c34d1713ac3d1088d",
          "body": "Introduce cowork.common.paths.cowork_home() — a single data root (default\n~/.cowork, overridable via the COWORK_HOME env var) that every cowork path\nderives from: the SQLite DB, projects, files, skills, memory, streams, the\nconnector vault, the master key, oauth state, the .env, and the anton/hermes\n[…]\nATH, …)\nkeep their precedence over the derived default. Default behavior (unset\nCOWORK_HOME) is unchanged: everything resolves under ~/.cowork.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: single COWORK_HOME data root for full per-build isolation",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T21:50:52Z",
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          "body": "fix(server): remove Python 3.12-only f-string syntax that crashes import on 3.11",
          "is_bot": false,
          "headline": "Merge pull request #169 from mindsdb/fix/server-python312-import-crash",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T21:34:14Z",
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          "body": "…7) (#143)\n\n* add guard around the key reveal\n\n* test(settings): cover loopback guard on reveal-key + /raw (ENG-457)\n\nTests for _require_local: allows 127.0.0.1/::1, 403s any other peer (incl.\n0.0.0.0 and a None client), and reveal-key / GET-raw reject a non-local\ncaller before touching the DB/env.\n\n[…]\npasses the guard.\n\nFull suite green (287 passed).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): restrict reveal-key + /raw to loopback callers (ENG-45…",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-08T21:05:59Z",
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          "oid": "1d1e5a7539e8f855ec42599a63d5405d6fcae7f4",
          "body": "setup_logging() clears all root handlers and calls logging.basicConfig(\nforce=True), reconfiguring application-wide logging as a side effect of\nimporting cowork/db/migrations.py (order-dependent clobbering), and\nreturns a logger named cowork.common.logger rather than this module.\nUse logging.getLogger(__name__) like the rest of the codebase.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: use module logger instead of setup_logging() at import",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
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        },
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          "oid": "a2c24e907a439011a619585f6dd02e36aca346f3",
          "body": "…177)\n\n* feat(channels): channel-aware support-mode prompt via ChannelContext (ENG-591)\n\nChannel turns previously ran the identical harness build as desktop turns,\nso the system prompt steered the model toward desktop-UI affordances.\nThread a ChannelContext (channel_type, is_group, display_name) fro\n[…]\nmention fallback so\n@antonbot doesn't answer a mention aimed at @antonbotdev.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ENG-591: channel-aware support mode + working group mention-gating (#…",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
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          "oid": "1ba44ffcde9b4daadc7ab6d4c1a2089be26164e3",
          "body": "feat: configurable CORS allowed origins (localhost-only default)",
          "is_bot": false,
          "headline": "Merge pull request #112 from mindsdb/feat/cors-configurable-origins",
          "author_name": "Jorge Torres",
          "author_login": "torrmal",
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          "headline": "switched anton-agent to main",
          "author_name": "martyna-mindsdb",
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          "headline": "gdrive connector with google picker api",
          "author_name": "martyna-mindsdb",
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          "oid": "27e130de722eed158b2356184d5badeb34a60dfd",
          "body": "* Detach the channel from project on the /new command\n\n* adress comments on the PR\n\n---------\n\nCo-authored-by: Lucas Koontz <lucas.emanuel.koontz@gmail.com>",
          "is_bot": false,
          "headline": "Channels and projects (#164) (#166)",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
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          "headline": "Merge branch 'staging' into feat/cors-configurable-origins",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-08T14:00:39Z",
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        },
        {
          "oid": "6f0637106cf88eff30728d5e723136f8330e6bec",
          "body": "…eposition on DOM changes",
          "is_bot": false,
          "headline": "fix(comments): hide artifact markers for hidden/removed anchors and r…",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-08T12:54:31Z",
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          "oid": "74d2c5449fe3f780f48e3359135e3f4e17f00584",
          "body": null,
          "is_bot": false,
          "headline": "feat(comments): proxy PATCH/DELETE + on-artifact layer edit/delete",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-08T12:37:37Z",
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          "body": "Feat/eng 563 scheduler update",
          "is_bot": false,
          "headline": "Merge pull request #161 from mindsdb/feat/eng-563-scheduler-update",
          "author_name": "Andrey",
          "author_login": "ea-rus",
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          "body": "When a newer app advances the schema and an older build is then opened\nagainst the same database, `command.upgrade(head)` fails deep inside\nAlembic with an opaque \"Can't locate revision identified by '<rev>'\"\nand the server never starts.\n\nDetect the condition up front: compare the revision(s) record\n[…]\n preview builds of different\nages sharing cowork-preview.db, or a prod downgrade) into an actionable\nmessage instead of a silent startup crash.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: fail legibly when the database is ahead of this build (ENG-324)",
          "author_name": "pnewsam",
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          "oid": "bfe8d5c6094adbe5127878a93f55c49020073e28",
          "body": "…r false-negative (ENG-576) (#171)\n\nThe Settings connectivity probe (ping_provider) and onboarding validation\n(validate_minds) POSTed CODING_MODEL_DEFAULTS[\"minds_cloud\"] = \"haiku\", a PAID\nmodel. MindsHub tier-gates paid models, so a free-tier key gets a 403 — and:\n\n- ping_provider recorded provider\n[…]\n5 new (constant guard, ping + validate use mindshub_air, configured paid\nmodel ignored, missing-key fast-fail). Suite: 320 passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(providers): probe MindsHub with a tier-universal model — free-tie…",
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          "body": "…ort on 3.11\n\nTwo modules used f-strings that reuse the enclosing quote character inside the\nexpression (PEP 701, valid only on Python 3.12+):\n\n  - cowork/common/settings/app_settings.py — the default DB URI\n  - cowork/harnesses/memory/adapter.py     — the project-memory header\n\nOn any Python < 3.12\n[…]\newrite both to be quote-safe (identical runtime behavior; the DB URI string\nis byte-for-byte unchanged) so the package parses on every version.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(server): remove Python 3.12-only f-string syntax that crashes imp…",
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          "headline": "use ANTON_PUBLISH_URL  if defined",
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        },
        {
          "type": "User",
          "login": "SailingSF",
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          "avatar_url": "https://avatars.githubusercontent.com/u/33883149?v=4"
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        {
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          "avatar_url": "https://avatars.githubusercontent.com/u/2707446?v=4"
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          "avatar_url": "https://avatars.githubusercontent.com/u/18293000?v=4"
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        {
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          "avatar_url": "https://avatars.githubusercontent.com/u/895845?v=4"
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      "ci_workflows": [
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        "publish-staging.yml",
        "publish.yml",
        "staging-freeze.yml",
        "staging-unfreeze.yml",
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        "weekly-merge-staging.yml"
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      "has_linter_config": false,
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      "scorecard": {
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
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            "name": "Branch-Protection",
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            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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          {
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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          {
            "name": "Dangerous-Workflow",
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            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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            "key": "community_health",
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            "name": "Community health",
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            "notes": [],
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            "inputs": {
              "has_readme": true,
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                  },
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              },
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              {
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            "band": "good",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "bus_factor": 3,
              "contributors_sampled": 15,
              "top_contributor_share": 0.236
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "3 contributor(s) cover half of all commits",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 24% of commits",
                "points": 17.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 24
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "15 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 15
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 18 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "merged_prs": 178,
              "open_issues": 0,
              "closed_issues": 1,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 41
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "178/219 decided PRs merged",
                "points": 31.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 178,
                      "decided": 219
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 12/13 approved changesets -- score normalized to 9",
                "points": 13.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "followers": 1416,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "mindsdb",
              "public_repos": 57,
              "account_age_days": 3271
            },
            "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": "1,416 followers of mindsdb",
                "points": 22.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1416,
                      "login": "mindsdb"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "57 public repos, account ~8 yr old",
                "points": 24.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 57
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "cowork-server"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 3
            },
            "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 3 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "51 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 51
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 77,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "11 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "14 out of 14 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": [],
              "has_wiki": true,
              "homepage": "https://mindshub.ai",
              "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://mindshub.ai",
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 35,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier to Security posture and gives it an At risk ceiling of 49.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "jurisdiction_posture_adjustment",
                "params": {
                  "cap": 49,
                  "pct": 50
                }
              }
            ],
            "value": 28,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.5,
              "high_risk_jurisdiction_cap": 49,
              "high_risk_jurisdiction_multiplier": 50,
              "security_posture_after_multiplier": 28,
              "security_posture_before_jurisdiction": 55
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "14 out of 14 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 12/13 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 18 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": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "14 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Matched the pypi:cowork-server@0.26.7.27.3 runtime dependency closure — what installing the published package pulls in — 103 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:cowork-server@0.26.7.27.3",
                  "assessed": 103
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "source": "osv",
              "advisories": 30,
              "affected_packages": 2,
              "assessed_packages": 103,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: hermes-agent 0.17.0 (high 7.3)",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "hermes-agent 0.17.0 (high 7.3)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "1 affected: pillow 12.2.0 (critical 9.1)",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "pillow 12.2.0 (critical 9.1)"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 103,
              "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": "moderate",
            "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": 50,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": true,
              "exposures": [
                {
                  "role": "top_contributor",
                  "count": 2,
                  "country": "Russia"
                }
              ],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 12
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "Russia: top_contributor (2)",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "jurisdiction_exposure",
                    "params": {
                      "role": "top_contributor",
                      "count": 2,
                      "country": "Russia"
                    }
                  }
                ],
                "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": "moderate",
        "name": "AI Readiness",
        "value": 50,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 33,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.616,
              "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": "61 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 32.9,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 61,
                      "sampled": 99
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.25,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
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              {
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T21:49:23.960358Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mindsdb/cowork-server.svg",
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}

Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.

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

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