Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-27 19:49 UTC

amd / gaia

Build AI agents for your PC

PythonMIT★ 1507 estrellas⑂ 134 forksdesde dic 2024Ver en GitHub ↗

amd/gaia tiene un índice de salud de 80 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (93/100) y la más baja, Security (66/100). Se actualizó por última vez hoy. 2 personas concentran la mayor parte del trabajo reciente.

80
global / 100
Bueno

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.

80
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

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

Titularidad

AMDOrganización
1871 seguidores116 repositorios públicosdesde oct 2010

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
PyPIamd-gaia0.22.0363329hace 10 días
Gogithub.com/amd/gaiav0.22.0-61hace 11 días

Métricas por categoría

Vitalidad

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

93Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
27/36Cadencia de commits — 39/52 semanas con commits
18/18Volumen de commits — 904 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year904
human_commit_share0,58
days_since_last_push0
active_weeks_last_year39
Cómo se puntúa
27/27Publica versiones — 50 versiones publicadas
36/36Recencia de las versiones — última versión hace 10 días
27/27Cadencia de publicación — una versión cada ~6,9 días
6/10OpenSSF Scorecard: Signed-Releases — 4 out of the last 5 releases have a total of 4 signed artifacts.
Datos de entrada utilizados
releases_count50
latest_release_tagv0.22.0
releases_from_tagsno
days_since_latest_release10
mean_days_between_releases6,9

Comunidad y Adopción

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

72Bueno · 18% del índice global
Cómo se puntúa
51.5/60Estrellas — 1507 estrellas
17.7/25Forks — 134 forks
6.8/15Observadores — 18 observadores
Datos de entrada utilizados
forks134
stars1507
watchers18
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conductno
has_pull_request_template
Cómo se puntúa
47.5/80Descargas mensuales — 3633 descargas/mes en go, pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesamd-gaia, github.com/amd/gaia
dependents
ecosystemsgo, pypi
total_downloads
monthly_downloads3633
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?

75Bueno · 24% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
14.6/22.5Distribución de commits — el principal contribuyente firma el 35% de los commits
13.5/13.5Amplitud de contribuyentes — 33 contribuyentes
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Datos de entrada utilizados
bus_factor2
contributors_sampled33
top_contributor_share0,352
Cómo se puntúa
24.4/46.8Resolución de issues — 52% de issues cerradas
32.9/38.3Aceptación de PR — 968/1127 PR decididos fusionados
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Datos de entrada utilizados
merged_prs968
open_issues670
closed_issues732
issue_closed_ratio0,522
closed_unmerged_prs159
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
23.5/25Alcance del propietario — 1871 seguidores de amd
25/25Trayectoria — 116 repos públicos, cuenta de ~15 años
Datos de entrada utilizados
followers1871
owner_typeOrganization
is_verified
owner_loginamd
public_repos116
account_age_days5772
Cómo se puntúa
25/25Publicado y resoluble — 2 paquete(s) en go, pypi
35/35Recencia de publicación — última publicación hace 10 días
20/20Historial de versiones — 61 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesamd-gaia, github.com/amd/gaia
ecosystemsgo, pypi
any_deprecatedno
min_days_since_publish10

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

90Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 70 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .pylintrc
0/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_configno

Documentación

100Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://github.com/amd/gaia
10/10Descripción del repositorio
10/10Topics — 8 topics
10/10Wiki
Datos de entrada utilizados
topicsai, amd, genai, ryzenai, agents, aipc, local, privacy
has_wiki
homepagehttps://github.com/amd/gaia
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?

66Moderado · 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 — 30 out of 30 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
7.5/7.5Code-Review — all changesets reviewed
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
3.5/5SAST — SAST tool is not run on all commits -- score normalized to 7
5/5Security-Policy — security policy file detected
4.5/7.5Signed-Releases — 4 out of the last 5 releases have a total of 4 signed artifacts.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 126 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,7
Excluidos de la puntuación (sin datos o no aplicable): branch_protection. Los pesos restantes se han renormalizado.
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
25/25Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories0
affected_packages0
assessed_packages70
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:amd-gaia@0.22.0 —lo que arrastra la instalación del paquete publicado—: 70 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.

83Bueno · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — .github/copilot-instructions.md, AGENTS.md, CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 58 de 58 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share1
agent_instruction_files.github/copilot-instructions.md, AGENTS.md, CLAUDE.md
agent_instruction_max_bytes61.269
Cómo se puntúa
18/18Arranque con un solo comando — tui/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .pylintrc
11/11Verificación estática de tipos — hub/agents/email/npm/tsconfig.json, src/gaia/apps/webui/tsconfig.json, src/vscode/gaia/tsconfig.json, website/tsconfig.json, workers/agent-hub/tsconfig.json
10/10Entorno reproducible — devcontainer, Dockerfile, lockfile
10/10Práctica demostrada con agentes — 29 de los últimos 100 commits con autoría o crédito de agente
8/8Mantenimiento automatizado — 12 de los últimos 100 commits son actualizaciones automáticas de dependencias
2/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
Datos de entrada utilizados
has_nixno
has_tests
lockfilesgo.sum, package-lock.json, uv.lock
has_dockerfile
typed_languageno
bootstrap_filestui/Makefile
has_devcontainer
has_linter_config
typecheck_configshub/agents/email/npm/tsconfig.json, src/gaia/apps/webui/tsconfig.json, src/vscode/gaia/tsconfig.json, website/tsconfig.json, workers/agent-hub/tsconfig.json
agent_commit_share0,29
toolchain_manifeststui/go.mod
dependency_bot_commit_share0,12
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (hub/agents/email/npm/tsconfig.json, src/gaia/apps/webui/tsconfig.json, src/vscode/gaia/tsconfig.json, website/tsconfig.json, workers/agent-hub/tsconfig.json)
53.3/55Tamaños de archivo manejables — 50/1599 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes321.331
source_files_sampled1599
oversized_source_files50
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
20/20Servidor MCP
40/40Ejemplos ejecutables — example, examples, notebooks
Datos de entrada utilizados
example_dirsexample, examples, notebooks
has_mcp_signal
api_schema_files

Datos clave

1507estrellas de GitHub
33contribuidores
904commits en los últimos 12 meses
0días desde el último push
50versiones publicadas
2factor bus
670issues abiertas
Go, npm, 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 ★ / 134 ⇿
0Estrellas
134Forks
47Versiones

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.

025507510012515013452025-032025-112026-07
Mayor 0Menor 14Parche 27

Cada punto abarca 2 días.

OpenSSF Scorecard 5.7 / 10
5.7agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-27 19:49 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-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
7SASTSAST tool is not run on all commits -- score normalized to 7
10Security-Policysecurity policy file detected
6Signed-Releases4 out of the last 5 releases have a total of 4 signed artifacts.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities126 existing vulnerabilities detected
Dependencias directas 17
RegistroPaqueteRestricción de versiónManifiesto
npm@prisma/client^7.8.0package.json
npmprisma^7.8.0package.json
npmzod^4.4.3package.json
Gogithub.com/charmbracelet/bubblesv1.0.0tui/go.mod
Gogithub.com/charmbracelet/bubbleteav1.3.10tui/go.mod
Gogithub.com/charmbracelet/glamourv1.0.0tui/go.mod
Gogithub.com/charmbracelet/lipglossv1.1.1-0.20250404203927-76690c660834tui/go.mod
Gogithub.com/charmbracelet/x/ansiv0.11.6tui/go.mod
Gogithub.com/charmbracelet/x/termv0.2.2tui/go.mod
Gogithub.com/spf13/cobrav1.10.2tui/go.mod
Gogolang.org/x/sysv0.38.0tui/go.mod
npm@astrojs/check^0.9.4website/package.json
npm@astrojs/tailwind^5.1.4website/package.json
npmastro^4.16.18website/package.json
npmprismjs^1.30.0website/package.json
npmtailwindcss^3.4.17website/package.json
npmtypescript^5.7.2website/package.json
Todas las dependencias 2068

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 21 paquetes directos y 2047 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Gogithub.com/charmbracelet/bubblesv1.0.0directa
Gogithub.com/charmbracelet/bubbleteav1.3.10directa
Gogithub.com/charmbracelet/glamourv1.0.0directa
Gogithub.com/charmbracelet/lipglossv1.1.1-0.20250404203927-76690c660834directa
Gogithub.com/charmbracelet/x/ansiv0.11.6directa
Gogithub.com/charmbracelet/x/termv0.2.2directa
Gogithub.com/spf13/cobrav1.10.2directa
Gogolang.org/x/sysv0.38.0directa
npm@astrojs/check0.9.6directa
npm@astrojs/tailwind5.1.5directa
npm@prisma/client7.8.0directa
npmastro4.16.19directa
npmprisma7.8.0directa
npmprismjs1.30.0directa
npmtailwindcss3.4.19directa
npmtypescript5.4.5directa
npmtypescript5.9.3directa
npmtypescript7.0.2directa
npmzod3.22.3directa
npmzod3.25.76directa
npmzod4.4.3directa
Gogithub.com/alecthomas/chroma/v2v2.20.0indirecta
Gogithub.com/atotto/clipboardv0.1.4indirecta
Gogithub.com/aymanbagabas/go-osc52/v2v2.0.1indirecta
Gogithub.com/aymerick/douceurv0.2.0indirecta
Gogithub.com/charmbracelet/colorprofilev0.4.1indirecta
Gogithub.com/charmbracelet/x/cellbufv0.0.15indirecta
Gogithub.com/charmbracelet/x/exp/slicev0.0.0-20250327172914-2fdc97757edfindirecta
Gogithub.com/clipperhouse/displaywidthv0.9.0indirecta
Gogithub.com/clipperhouse/stringishv0.1.1indirecta
Gogithub.com/clipperhouse/uax29/v2v2.5.0indirecta
Gogithub.com/dlclark/regexp2v1.11.5indirecta
Gogithub.com/erikgeiser/coninputv0.0.0-20211004153227-1c3628e74d0findirecta
Gogithub.com/gorilla/cssv1.0.1indirecta
Gogithub.com/inconshreveable/mousetrapv1.1.0indirecta
Gogithub.com/lucasb-eyer/go-colorfulv1.3.0indirecta
Gogithub.com/mattn/go-isattyv0.0.20indirecta
Gogithub.com/mattn/go-localereaderv0.0.1indirecta
Gogithub.com/mattn/go-runewidthv0.0.19indirecta
Gogithub.com/microcosm-cc/bluemondayv1.0.27indirecta
Gogithub.com/muesli/ansiv0.0.0-20230316100256-276c6243b2f6indirecta
Gogithub.com/muesli/cancelreaderv0.2.2indirecta
Gogithub.com/muesli/reflowv0.3.0indirecta
Gogithub.com/muesli/termenvv0.16.0indirecta
Gogithub.com/rivo/unisegv0.4.7indirecta
Gogithub.com/sahilm/fuzzyv0.1.1indirecta
Gogithub.com/spf13/pflagv1.0.9indirecta
Gogithub.com/xo/terminfov0.0.0-20220910002029-abceb7e1c41eindirecta
Gogithub.com/yuin/goldmarkv1.7.13indirecta
Gogithub.com/yuin/goldmark-emojiv1.0.6indirecta
Gogolang.org/x/netv0.38.0indirecta
Gogolang.org/x/termv0.36.0indirecta
Gogolang.org/x/textv0.30.0indirecta
npm@adobe/css-tools4.5.0indirecta
npm@alloc/quick-lru5.2.0indirecta
npm@amd-gaia/electron1.0.0indirecta
npm@asamuzakjp/css-color5.1.11indirecta
npm@asamuzakjp/dom-selector7.1.1indirecta
npm@asamuzakjp/generational-cache1.0.1indirecta
npm@asamuzakjp/nwsapi2.3.9indirecta
npm@astrojs/compiler2.13.1indirecta
npm@astrojs/internal-helpers0.4.1indirecta
npm@astrojs/language-server2.16.3indirecta
npm@astrojs/markdown-remark5.3.0indirecta
npm@astrojs/prism3.1.0indirecta
npm@astrojs/telemetry3.1.0indirecta
npm@astrojs/yaml2ts0.2.2indirecta
npm@azu/format-text1.0.2indirecta
npm@azu/style-format1.0.1indirecta
npm@azure/abort-controller2.1.2indirecta
npm@azure/core-auth1.10.1indirecta
npm@azure/core-client1.10.1indirecta
npm@azure/core-rest-pipeline1.22.2indirecta
npm@azure/core-tracing1.3.1indirecta
npm@azure/core-util1.13.1indirecta
npm@azure/identity4.13.0indirecta
npm@azure/logger1.3.0indirecta
npm@azure/msal-browser4.26.1indirecta
npm@azure/msal-common15.13.1indirecta
npm@azure/msal-node3.8.2indirecta
npm@babel/code-frame7.27.1indirecta
npm@babel/code-frame7.28.6indirecta
npm@babel/code-frame7.29.0indirecta
npm@babel/compat-data7.28.5indirecta
npm@babel/compat-data7.28.6indirecta
npm@babel/compat-data7.29.0indirecta
npm@babel/core7.28.5indirecta
npm@babel/core7.28.6indirecta
npm@babel/core7.29.0indirecta
npm@babel/generator7.28.5indirecta
npm@babel/generator7.28.6indirecta
npm@babel/generator7.29.1indirecta
npm@babel/helper-annotate-as-pure7.27.3indirecta
npm@babel/helper-compilation-targets7.27.2indirecta
npm@babel/helper-compilation-targets7.28.6indirecta
npm@babel/helper-globals7.28.0indirecta
npm@babel/helper-module-imports7.27.1indirecta
npm@babel/helper-module-imports7.28.6indirecta
npm@babel/helper-module-transforms7.28.3indirecta
npm@babel/helper-module-transforms7.28.6indirecta
npm@babel/helper-plugin-utils7.27.1indirecta
npm@babel/helper-plugin-utils7.28.6indirecta
npm@babel/helper-string-parser7.27.1indirecta
npm@babel/helper-validator-identifier7.28.5indirecta
npm@babel/helper-validator-option7.27.1indirecta
npm@babel/helpers7.28.4indirecta
npm@babel/helpers7.28.6indirecta
npm@babel/parser7.28.5indirecta
npm@babel/parser7.28.6indirecta
npm@babel/parser7.29.0indirecta
npm@babel/plugin-syntax-async-generators7.8.4indirecta
npm@babel/plugin-syntax-bigint7.8.3indirecta
npm@babel/plugin-syntax-class-properties7.12.13indirecta
npm@babel/plugin-syntax-class-static-block7.14.5indirecta
npm@babel/plugin-syntax-import-attributes7.28.6indirecta
npm@babel/plugin-syntax-import-meta7.10.4indirecta
npm@babel/plugin-syntax-json-strings7.8.3indirecta
npm@babel/plugin-syntax-jsx7.28.6indirecta
npm@babel/plugin-syntax-logical-assignment-operators7.10.4indirecta
npm@babel/plugin-syntax-nullish-coalescing-operator7.8.3indirecta
npm@babel/plugin-syntax-numeric-separator7.10.4indirecta
npm@babel/plugin-syntax-object-rest-spread7.8.3indirecta
npm@babel/plugin-syntax-optional-catch-binding7.8.3indirecta
npm@babel/plugin-syntax-optional-chaining7.8.3indirecta
npm@babel/plugin-syntax-private-property-in-object7.14.5indirecta
npm@babel/plugin-syntax-top-level-await7.14.5indirecta
npm@babel/plugin-syntax-typescript7.28.6indirecta
npm@babel/plugin-transform-react-jsx7.28.6indirecta
npm@babel/plugin-transform-react-jsx-self7.27.1indirecta
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Avisos de dependencias 0

Instalar pypi:amd-gaia@0.22.0 arrastra 70 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.

Ningún aviso conocido afecta a las dependencias evaluadas.

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

Informe JSON sin procesar legible por máquina
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        {
          "oid": "21d40c331057ebcc8f0590b4a8e512b6e1a3fca4",
          "body": "… work (#2497)\n\nGAIA told macOS users their Lemonade Server was not installed while it\nwas answering requests on the very port GAIA probes, and told everyone\nelse to fix a stopped server by running `lemonade-server serve` — a CLI\nmodern Lemonade removed. Both are the same defect: **code reporting a\n\n[…]\ninstall-path tests\ndo a real health probe against `localhost:13305`, so they pass or fail\npurely on whether Lemonade happens to be running — the sole cause of the\n31-vs-34 baseline drift seen locally.",
          "is_bot": false,
          "headline": "fix(llm): detect Lemonade on macOS; stop printing commands that don't…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T09:40:28Z",
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          "oid": "e272fbae87479bd6d201f6fc72f17fe75847e989",
          "body": "Before: switch hub tabs, scroll a long list, switch back to a shorter\ntab, and the selection silently vanished — the `▸` marker disappeared\nand Enter did nothing, with no hint why. The cursor kept its index from\nthe previous tab, so on a tab with fewer rows (Installed often has 1\nagent, Available ha\n[…]\nry tab and asserts non-empty tabs always have a selection.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Kalin Ovtcharov <kalin@extropolis.ai>",
          "is_bot": true,
          "headline": "fix(tui): keep a valid hub selection when switching tabs (#2482)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-27T09:36:34Z",
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        {
          "oid": "1d0454b6093b22806cfc927bd98756b77346d0aa",
          "body": "… (#2494)\n\nThe readiness gate reported **Mailbox: ready** whenever a provider was\nmerely *connected*. Driving it live: the gate showed 5 of 5 green, and\nthe very next thing — asking the agent to triage — failed immediately\nwith a Google credential error. A stored connection can be expired,\nrevoked o\n[…]\nsing scope ·\ncredentials rejected — produces a distinct row\n- [ ] A healthy mailbox still passes; the added cost is one bounded\nrelayed read\n- [ ] `cd tui && make lint && go test ./... -count=1 -race`",
          "is_bot": false,
          "headline": "fix(tui): prove the mailbox is usable before the gate clears a launch…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T09:31:03Z",
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        {
          "oid": "ee54b7791a7d346fc186c3cf3fa6236f84d67934",
          "body": "… access (#2496)\n\nCloses #2469.\n\nDriving the TUI end to end today: preflight went green, I asked \"triage\nmy inbox\", and got back `CONNECTOR_ERROR: All connected mailboxes failed\nduring pre-scan: google:… (credential problem)` — followed by\nwell-written, completely unactionable advice to leave the te\n[…]\nain shortly\" rather\nthan claiming success it can't yet back — the daemon's hand-over is on a\n300s timer. Forwarding on demand right after a connect would close that\ngap and needs a daemon-side change.",
          "is_bot": false,
          "headline": "feat(email): agent-led mailbox onboarding — the agent sets up its own…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T09:30:18Z",
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          "oid": "cc73e24469a87ee91fde360711b45ddac67e92c5",
          "body": "The Agent Hub shipped `gaia-bash` as an **installed** agent. On any\nmachine that had not built the C++ binary from source — which is every\nmachine that installed GAIA normally — pressing enter opened a chat that\nsaid *\"Connected to: Bash\"*, and the failure only showed up after the\nuser typed their f\n[…]\no seed ships\ninstalled for it to attach to otherwise.\n- The live control-API tests no longer build on whatever daemon and\ninstalled agents the test machine happens to have; they drive a fixed\ncatalog.",
          "is_bot": false,
          "headline": "fix(tui): stop the hub offering agents it cannot run or launch (#2492)",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T09:29:13Z",
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          "body": "…ions (#2500)\n\n## Summary\n\nThree unit tests in `test_init_command.py` pass or fail depending on\nwhether a Lemonade server happens to be running on the developer's\nmachine. This PR makes the unit suite hermetic by:\n\n1. Adding a socket guard that blocks real outbound connections in unit\ntests\n2. Patch\n[…]\nhings I do - you can see my work history\n[here](https://github.com/kagura-agent/github-contribution). If you'd\nprefer not to receive AI-authored PRs, just let me know and I'll stop -\nno hard feelings.",
          "is_bot": false,
          "headline": "fix(tests): make unit suite hermetic by blocking real network connect…",
          "author_name": "Kagura",
          "author_login": "kagura-agent",
          "committed_at": "2026-07-27T09:22:42Z",
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        {
          "oid": "238fe9ac06363fac00dd3b6c8164a38313675bb9",
          "body": "The daemon could install agents but the interface had no way to ask: the\nhub listed email as Available with no key that did anything, and `gaia\ntui` had only `chat` and `hub`. The hub can now install and uninstall,\nand the CLI gained `list`, `install`, `uninstall`, `run` and `status`\nwith a genuine \n[…]\nsed, exit 1, names `--trust` and\nwhat it is trusting; `--trust` then installs\n- [ ] `tab`, `down`×2, `shift+tab` → an agent is still selected\n- [ ] Resize to 80x24 → the hub fits, footer does not wrap",
          "is_bot": false,
          "headline": "feat(tui): install, run and uninstall agents from the TUI (#2484)",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T09:18:31Z",
          "body_truncated": true,
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        {
          "oid": "ce730876c923e3ab85060a00e396ba78c3b2604d",
          "body": "…-scan (#2485)\n\nAsking the email agent to triage your inbox produced one vague sentence.\nThat was not a prompt problem: the agent already emits a structured\npre-scan payload and is deliberately written **not** to describe the\nresults in prose, because it expects the client to draw a card. Nobody\nwas\n[…]\nive sections and an \"N of M\" count\n- [ ] An unknown `render` key degrades to a generic card with the raw\npayload, never a blank\n- [ ] A card value containing `\\u001b` renders as text and does not hang",
          "is_bot": false,
          "headline": "feat(tui): draw tool_result render cards, starting with the inbox pre…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T09:06:10Z",
          "body_truncated": true,
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        {
          "oid": "7fdd43eae28071c03d5f97c660bc97e1c6dcdeac",
          "body": "…s/jira/webui in the jira-app-dependencies group (#2501)\n\nBumps the jira-app-dependencies group in /src/gaia/apps/jira/webui with\n1 update: [electron](https://github.com/electron/electron).\n\nUpdates `electron` from 43.1.1 to 43.2.0\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhr\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump electron from 43.1.1 to 43.2.0 in /src/gaia/app…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-27T09:04:57Z",
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        {
          "oid": "c940fd0a41ec1fb679d0550edaab3390d028931f",
          "body": "…s/example/webui in the example-app-dependencies group (#2502)\n\nBumps the example-app-dependencies group in /src/gaia/apps/example/webui\nwith 1 update: [electron](https://github.com/electron/electron).\n\nUpdates `electron` from 43.1.1 to 43.2.0\n<details>\n<summary>Release notes</summary>\n<p><em>Source\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump electron from 43.1.1 to 43.2.0 in /src/gaia/app…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-27T09:04:41Z",
          "body_truncated": true,
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        {
          "oid": "7f56960501bc4461c5919ec4a5193f79cc57f50a",
          "body": "…on (#2477)\n\nInstalling an agent required the web UI — no CLI path, no daemon API —\nso a headless machine had no way to provision a sidecar. Adds catalog,\ninstall, install-status and uninstall to the daemon with `gaia hub\nlist|install|uninstall` on top, so the TUI, the CLI and the web UI share\none i\n[…]\n- [ ] `gaia hub install email --trust` → installs; `gaia hub list\n--installed` shows it\n- [ ] `gaia hub uninstall email` with the sidecar running → stops it\nfirst, or aborts loudly if the pid survives",
          "is_bot": false,
          "headline": "feat(daemon): install, uninstall and catalog hub agents from the daem…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T09:00:14Z",
          "body_truncated": true,
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        {
          "oid": "61ac101cb4118bc8aa0b43339362be9e1ecf57d4",
          "body": "The port plan was a list of capabilities, not a journey — it never said\nwhat a first-time user actually sees. This defines that end to end with\nemail as the driving case, and pushes back on the engineering plan where\nthe two disagree.\n\nThe finding that reshaped the plan: the readiness gate is not la\n[…]\nney.md` §7 (disagreements) against\n`docs/plans/email-agent-tui-port.md` §3b (accepted amendments) — they\nshould agree\n- [ ] Keybinding map matches what `hub/model.go` and `chat/model.go`\nactually bind",
          "is_bot": false,
          "headline": "docs(plans): design the TUI user journey around the email agent (#2480)",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:55:57Z",
          "body_truncated": true,
          "is_coding_agent": false
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        {
          "oid": "fd66ba95fbd231c9395f21032817f767a4ac6c66",
          "body": "…cs (#2479)\n\nThe agent could stream a **blank answer as success** after its worker\nhad died, and a bad inbox scan ceiling degraded quietly instead of\nstopping startup. Both now fail loudly.\n\nAlso settles two documentation contradictions at the source rather than\npatching the symptom: the package adv\n[…]\nhe wheel pip-installed)\n- [ ] Advertised eval score matches `SCORECARD.md` across README,\nCHANGELOG and EVALUATION\n- [ ] `CAPABILITY_MATRIX.md` verb count is derived, and regenerating\nproduces no diff",
          "is_bot": false,
          "headline": "fix(email): fail loudly on a dead worker and reconcile the package do…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:54:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1340b3b7a0086354306bc7b63b93b30056ef3377",
          "body": "…475)\n\nConfirmation-gated tools — send, forward, permanent delete, RSVP, shell,\nfile write — executed with **no prompt and no record** whenever an agent\nwas driven from a CLI or subprocess. The base handler answered yes on\nthe user's behalf, so the whole confirmation mechanism was inert outside\nthe \n[…]\nwith stdin piped: it is denied with an\nactionable message, not silently run\n- [ ] Same tool on a TTY: prompts, and empty input denies\n- [ ] `GAIA_AUTO_APPROVE_TOOLS=1` in a `.env` is ignored and warns",
          "is_bot": false,
          "headline": "fix(agents): actually ask before running confirmation-gated tools (#2…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:52:58Z",
          "body_truncated": true,
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        },
        {
          "oid": "5f283e1079f94b61f330f701a6785e0898e65d61",
          "body": "There was no way to exercise the TUI without a human at the keyboard,\nand no way for anyone to watch an assistant drive it. This adds a\nloopback control API to the live TUI plus an MCP server over it, so the\nsession a user is watching can be navigated, typed into, and asserted on\nin real time.\n\nIts \n[…]\neys, launch an agent\n- [ ] Cold start with no `~/.gaia/tui/control.json`; then `pkill -9` the\nTUI and confirm the stale file is rejected\n- [ ] A wait timeout reports what the screen actually contained",
          "is_bot": false,
          "headline": "feat(tui): control API + MCP server for driving the live TUI (#2478)",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:51:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "12016d5de9f21a0dc387aae81a75c0e8a5f260e9",
          "body": "The TUI could only reach agents by spawning a local binary and trading\nJSON over a pipe. The email agent has been a daemon-managed HTTP sidecar\nsince #2191, so it appeared in the hub greyed out and could never\nactually run. This teaches the TUI to be a second thin client over the\ndaemon relay.\n\nAlso\n[…]\n out.txt` — out.txt\nholds only the answer, exit 0\n- [ ] Kill the daemon mid-stream: the run fails loudly rather than\nreporting success\n- [ ] First turn with no history sends `\"context\":[]`, not `null`",
          "is_bot": false,
          "headline": "feat(tui): stream agents over the daemon HTTP/SSE relay (#2476)",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:36:48Z",
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          "oid": "554ef27c3bbc6576689f59a3386671f294c54821",
          "body": "…ython/gaia_agent_emr/dashboard/electron in the emr-dashboard-dependencies group (#2504)\n\nBumps the emr-dashboard-dependencies group in\n/hub/agents/emr/python/gaia_agent_emr/dashboard/electron with 1 update:\n[electron](https://github.com/electron/electron).\n\nUpdates `electron` from 43.1.1 to 43.2.0\n\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump electron from 43.1.1 to 43.2.0 in /hub/agents/emr/p…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-27T08:35:05Z",
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        },
        {
          "oid": "4822e2ed344a8c4b556088a892ff030447c7b326",
          "body": "…ps/webui with 6 updates (#2505)\n\nBumps the agent-ui-dependencies group in /src/gaia/apps/webui with 6\nupdates:\n\n| Package | From | To |\n| --- | --- | --- |\n|\n[@testing-library/jest-dom](https://github.com/testing-library/jest-dom)\n| `6.9.1` | `7.0.0` |\n|\n[@vitejs/plugin-react](https://github.com/vi\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump the agent-ui-dependencies group in /src/gaia/ap…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-27T08:34:50Z",
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          "is_coding_agent": false
        },
        {
          "oid": "3fc0d2e1ce3dc0672876ed940b234f0cc61520da",
          "body": "Bumps the github-actions group with 4 updates:\n[actions/labeler](https://github.com/actions/labeler),\n[actions/setup-python](https://github.com/actions/setup-python),\n[anthropics/claude-code-action](https://github.com/anthropics/claude-code-action)\nand [github/codeql-action](https://github.com/githu\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump the github-actions group with 4 updates (#2506)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-27T08:34:35Z",
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        },
        {
          "oid": "47c2d1b2a8db97e34276e7123810187d0727f533",
          "body": "On headless Ubuntu, WSL, or over SSH, connecting a mailbox could tell\nthe user \"opening your browser to sign in\" while no browser had opened\nand nothing said so. `webbrowser.open()` returns `False` when no browser\nis registered rather than raising, and only exceptions were being\nhandled — so the lau\n[…]\nSSH), start a mailbox\nconnect and confirm the log names the failed launch and the\nauthorization URL is still offered\n- [ ] On macOS or Windows, confirm the browser still opens and no\nwarning is logged",
          "is_bot": false,
          "headline": "fix(connectors): surface a browser that never launched (#2507)",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:34:11Z",
          "body_truncated": true,
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        },
        {
          "oid": "1763606f1b43384511401f19fd3ec55326492174",
          "body": "…onversation (#2508)\n\nAn ordinary conversation could kill the agent outright. `faiss` and\n`torch` each link their own OpenMP runtime, and whichever loads second\naborts the process with `OMP: Error #15`. The memory mixin imports the\ncross-encoder (and so torch) lazily during hybrid search, so any ses\n[…]\nassed\n- [ ] Repro: use faiss, then call `_get_cross_encoder()` — warns and\nreturns None instead of SIGABRT\n- [ ] Hold a conversation with the email agent that accumulates history;\nthe sidecar survives",
          "is_bot": false,
          "headline": "fix(agents): stop the OpenMP double-init from killing the agent mid-c…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:33:28Z",
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        {
          "oid": "56215070159d2e25d91c6d9ce72dd3e4ea1e2636",
          "body": "…t parser (#2493)\n\nAn agent could declare the minimum Lemonade Server version it needs and\n**nothing would ever read it**. The email manifest has carried\n`requirements.min_lemonade_version: \"10.2.0\"` for months, but\n`Requirements` had no such field, so the parser dropped it silently. Any\nreadiness c\n[…]\nt worth testing is\nthat the installed version clears every agent's floor — which\n`test_shipped_lemonade_pin_satisfies_the_agent_floor` already does for\nemail and could be generalized to all manifests.",
          "is_bot": false,
          "headline": "fix(hub): carry requirements.min_lemonade_version through the manifes…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-27T08:27:41Z",
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        {
          "oid": "02cf9984efd29f37a6631f90ad1c7a1d89b2850d",
          "body": "`gaia mcp serve --stdio` (the transport Claude Code uses via `claude mcp\nadd gaia-agent-ui … --stdio`) speaks JSON-RPC over stdout, but GAIA's\nconsole log handler also writes to stdout. Any log line emitted while\nhandling a request lands inside a protocol frame, the client rejects it,\nand every mess\n[…]\n.py::…faiss_missing`, which returns 200 in an env\nthat has FAISS installed — fails identically on clean `main`).\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(mcp): keep console logs off stdout in stdio transports (#2473)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-27T08:08:44Z",
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          "oid": "d6c02c2f76954ac387009028556430219657815e",
          "body": "Bumps the pinned Lemonade Server from v11.0.0 to v11.5.0. GAIA's\ninstaller and CI\nderive the Lemonade download URLs from `LEMONADE_VERSION` in\n`src/gaia/version.py`,\nso users running `gaia init` and the bundled desktop installer pick up\nthe new\nrelease. Loopback/localhost usage — how GAIA talks to L\n[…]\nsm win)\n\n---------\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
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          "headline": "chore(deps): bump Lemonade Server to v11.5.0 (#2424)",
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          "oid": "2898f1b53e63bb2edeb5d5c1a141d2dbfec28d45",
          "body": "…nd) (#2465)\n\nBatch email actions (archive / star / mark-read of several messages)\ndead-ended about half the time: the model would decorate the batch tool\ncall with a spurious `mailbox=` kwarg, the dispatcher correctly rejected\nit with a structured error (from #2450), but the agent loop then quietly\n[…]\nrify live on Gemma-4-E4B (per the\nacceptance criteria) that batch star/archive/mark-read requests\ncomplete, before merging.\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(agents): don't dedup errored mutation retries (#2464 batch dead-e…",
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          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T18:41:06Z",
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          "oid": "867bc677a5d1c7f05f9c9fb9952d56e35502aed4",
          "body": "…2458)\n\nThe #2163 bulk-undo feature works mechanically but was unreachable in a\nnormal two-turn \"archive several… then undo\" flow — the exact scenario\nit shipped for. Before: \"undo that\" with no id demanded an internal\nbatch uuid the user can't know, and the first attempt at fixing that\nstored the r\n[…]\n>\n\n---------\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Tomasz Iniewicz <itomek@users.noreply.github.com>\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": true,
          "headline": "fix(email): recall last archive batch so undo reaches across turns (#…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T18:10:19Z",
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          "oid": "9073ec20a8eb6f5df5e11017a3c93d3e75ad96a9",
          "body": "Before: asking the Email agent to archive several inbox messages\n(\"Archive these three emails…\") failed silently — the model emits its\nids as a quoted, comma-joined string (`\"id1\",\"id2\",\"id3\"`), and\n`_coerce_ids` split on the comma without stripping the quotes, so Gmail\nrejected every id with \"Inval\n[…]\nhon/tests/test_coerce_ids_2455.py`.\n</details>\n\n---------\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Tomasz Iniewicz <itomek@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(email): strip LLM quoting from ARCHIVE_MESSAGE_BATCH ids (#2457)",
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          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T18:03:12Z",
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          "oid": "529d11b1d65f84b930394db87661fac1f1b6d672",
          "body": "…t@v7) (#2461)\n\n## Why this matters\nEvery fork (external-contributor) PR currently gets **no automated\nreview** — `actions/checkout@v7` refuses to check out fork PR head code\nunder `pull_request_target` (its default `allow-unsafe-pr-checkout:\nfalse` pwn-request guard), so the review job dies at chec\n[…]\n)\n- [ ] Post-merge: re-trigger #2459 on `main` and confirm the review\nruns.\n- [ ] Evidence stage still skipped on fork PRs (`head.repo.fork ==\nfalse` gate intact — no fork code executed with secrets).",
          "is_bot": false,
          "headline": "ci(review): allow fork-PR checkout under pull_request_target (checkou…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-24T15:52:44Z",
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          "oid": "524d328281d0e420c409b29f5ef9c0e5d0ee3a53",
          "body": "…ps (#2449)\n\nThe bulk-archive undo window was **30s** — calibrated for an instant UI\nbutton — but a chat-mediated multi-item archive runs through the LLM\ntool-loop and can take longer than that on a local model, so the \"undo\nwithin the window\" offer was already stale by the time the user could\nact. \n[…]\nhook for no-OAuth UI regression.\n\nCloses #2447\n\n---------\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Tomasz Iniewicz <itomek@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(email-agent): make undo window configurable for chat-speed bulk o…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T12:45:02Z",
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        },
        {
          "oid": "61dc3a1f33763939fac541fce301e2c705955aef",
          "body": "… -q (#2453)\n\nWhen Lemonade is unreachable, the email agent's streaming `/query` ended\nthe run with a generic **\"The agent finished without producing a final\nanswer\"** instead of the actionable message the agent loop had already\ncomputed — every `/query` client (CLI, `gaia api`, Agent UI) dropped th\n[…]\nt configured elsewhere). Worth a follow-up issue for\ncopy consistency; out of scope for this fix.\n</details>\n\nCloses #2444\n\n---------\n\nCo-authored-by: Tomasz Iniewicz <itomek@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(email-agent): surface actionable Lemonade-down copy in gaia email…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T12:41:52Z",
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        {
          "oid": "d78115a97b845d79eaf811ebf7b730756b1c1eb7",
          "body": "… (#2452)\n\nA saved priority-sender preference could end up with `superseded_by`\npointing at **its own id** — the update-consolidation path dedups\nidentical content back into the same row and then marked that row\nsuperseded — so `recall(category=preference)` returned **0 results**.\nAsking \"what prior\n[…]\nssion](https://raw.githubusercontent.com/amd/gaia/m59-autofix-evidence/testing/2452/2446_linux_ui_recall.png)\n\nCloses #2446\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(memory): guard against self-supersede hiding recalled preferences…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T04:49:03Z",
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        },
        {
          "oid": "6bf96e56b0da6619af99cec52439a1e03073e294",
          "body": "A user with a working Gmail connection couldn't search or list it\nwhenever a stale Outlook/Microsoft connection was also present:\n`list_inbox` and `search_messages` fanned out over every connected\nmailbox with no per-provider isolation, so one broken token (e.g.\nMicrosoft `invalid_request` on refres\n[…]\nss cases fail on `main` and pass with\nthe fix. 74 related read-tool tests pass; lint (black/isort/flake8)\nclean.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(email-agent): isolate per-provider failures in read fan-out (#2451)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T04:13:40Z",
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        },
        {
          "oid": "acd204004705bb213b1585d49f6908d9233f56e3",
          "body": "…2450)\n\nBefore: when the model hallucinated an argument a tool doesn't accept —\ne.g. `mailbox=` on `archive_message_batch`, which takes only\n`message_ids` — the bad kwargs reached `tool(**tool_args)` and raised a\nbare `TypeError` that the agent couldn't parse into anything\nrecoverable. After: the di\n[…]\ni._chat_helpers` are unrelated — they fail identically on `main`\nin this environment without the `[ui]` extras.)\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(agents): reject unexpected tool kwargs with a structured error (#…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T04:13:15Z",
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        },
        {
          "oid": "f99ccaeaeba0640e3bb0edc5c9c3120b1789d786",
          "body": "…(#2442)\n\nBefore: on macOS, running the email agent in dev mode from a source\ncheckout (`GAIA_EMAIL_AGENT_MODE=dev`) failed to launch — the sidecar\nspawn errored with `ValueError: Empty module name` and `POST\n/v1/email/query` returned 502. Combined with the missing darwin\nuser-mode binary, the email\n[…]\nstody unit selection pass (549 passed, 73 skipped).\nLint (black/isort/flake8/pylint) clean on the touched files.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(daemon): drop --reload from dev-mode email sidecar spawn (macOS) …",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T04:12:51Z",
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        {
          "oid": "c23371782f469a6d7200d395d7ad21ddaa894332",
          "body": "…s (#2438)\n\nCloses #2406\n\n## Why this matters\n\nBefore: the email agent told users a newsletter was \"archived and\nremoved from your inbox\" when it was still sitting in the inbox — a\nfalse success — and a same-day \"from:X received today\" search came back\nempty for a message that was present and dated \n[…]\ns in impl +\nnormalizer + fake backend), so no `gaia eval agent` run is warranted by\nthis change. Not run here (shared Lemonade).\n\n---------\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
          "is_bot": false,
          "headline": "fix(email-agent): verify archive left inbox + fix same-day search mis…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-24T03:03:57Z",
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          "oid": "3f6af0ff706963820c9870a71fff98eb6f987f94",
          "body": "…-up) (#2454)\n\nFollow-up to #2432 (which merged) addressing a post-merge review finding\non the `/query` Lemonade-down error classifier.\n\n**Before:** the classifier matched a bare `timeout` (and bare\n`unreachable`) in any exception's text. The Gmail/Outlook backends use\n`httpx` with their own timeout\n[…]\n/ `ConnectionRefusedError` / \"not reachable\"\ncases still classify as Lemonade-down (existing tests unchanged).\n- [x] `black --check` clean.\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
          "is_bot": false,
          "headline": "fix(email): don't misclassify timeouts as Lemonade-down (#2139 follow…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-24T03:01:50Z",
          "body_truncated": true,
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        },
        {
          "oid": "9386e1b172bc27105cd761cdc8beee15f2c1cc6d",
          "body": "…403) (#2437)\n\nCloses #2403\n\n## Why this matters\n\nBefore: asking the email agent to \"draft a reply to rocm-ci@amd.com\" —\nor \"reply regarding SIC-4482\" — dead-ended on *\"I need a message ID or\nsubject line to proceed\"*, even though the sender address and the\nincident token each uniquely identify the \n[…]\no-match case → actionable \"not found\" copy.\n- Regression: the exact-subject / already-searched-id path still drafts\nin one step.\n\n---------\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
          "is_bot": false,
          "headline": "fix(email-agent): resolve draft/reply target from sender or topic (#2…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-24T03:00:44Z",
          "body_truncated": true,
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        },
        {
          "oid": "229e61da5a420741a19a6fb21eed645f4a641fa6",
          "body": "… (#2426) (#2435)\n\nCloses #2426\n\n## Why this matters\n\nAt autonomy `full`, one observe→decide→act cycle auto-archived a\nGmail-flagged **IMPORTANT** Google security alert\n(`no-reply@accounts.google.com`) along with newsletters — the local\nmodel mislabeled it as promotional clutter, and `full` auto-exe\n[…]\nmailbox is available)** — repeat with a\nhigh-importance Outlook message to exercise the `importance:high` →\n`IMPORTANT` mapping.\n\n---------\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
          "is_bot": false,
          "headline": "fix(email-agent): never auto-archive IMPORTANT / security-sender mail…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-24T02:57:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e6ac57f906f2a452a75d39b357dc82d309cb4c7d",
          "body": "…hout the embedder (#2427) (#2434)\n\nCloses #2427\n\n## Why this matters\n\nTell the email agent \"always treat mail from newsletters@techcrunch.com\nas urgent\" and it replied \"successfully marked … going forward\" — but on\nany install where the embedding model isn't loaded, that rule was\nsilently dropped t\n[…]\n tool-selection behavior not tuned. Flagging rather\nthan running per milestone constraints; if the gate disagrees, run\nserially.\n\n---------\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
          "is_bot": false,
          "headline": "fix(email-agent): persist preferences to state.db so they survive wit…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-24T02:40:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4301c897bc8ee4b910c53a5dd4a001c641256384",
          "body": "…432)\n\nCloses #2139\n\n## Why this matters\n\nWhen the local LLM backend (Lemonade Server) is down or unreachable —\nthe single most common consumer failure — the email agent's streaming\n`/query` endpoint ended the run with the **raw `requests`/`urllib3`\nexception repr** as the terminal `error` detail. U\n[…]\n the actionable copy\nend-to-end.\n- [ ] Sanity: with Lemonade **up**, a normal `/query` still streams a\n`final` (no false-positive rewrite).\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
          "is_bot": false,
          "headline": "fix(agent-email): actionable copy for Lemonade-down /query errors (#2…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-24T02:29:01Z",
          "body_truncated": true,
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        },
        {
          "oid": "1bb2cccd027f1609ceb2b010f8fd8457572e95cb",
          "body": "…S (bad PYTHON_KEYRING_BACKEND) (#2443)\n\n## Why this matters\n\nRunning the email agent in dev mode on macOS crashed with an opaque `502\n\"Failed to start the email agent for this query: Empty module name\"`,\nblocking milestone-59 Agent-UI validation on macOS. The culprit was\n**not** the daemon's dev-mo\n[…]\nule name\" 502)\n- [ ] Agent UI can drive the email agent in dev mode on macOS\n- [ ] `python -m pytest tests/unit/connectors/test_keyring_guard.py\ntests/unit/test_agent_sidecar_manager.py`\n\nCloses #2441",
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          "body": "…atch handle (#2439)\n\nCloses #2163\n\n## Why this matters\n\nWhen the email agent bulk-archived messages by looping the single\n`archive_message` tool (\"archive all suggested promos\"), each archive\nstarted its **own** 30-second undo clock. During a ~26-second run the\nearliest items' undo windows had alre\n[…]\nCLI (`gaia email`)**: same bulk-archive-N flow; verify\n`undo_archive_batch` restores all items after a multi-second run.\n- Verify send/forward/delete remain confirmation-gated (send-floor\nunaffected).",
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          "body": "…er (#2436)\n\nCloses #2388\nCloses #2159\nCloses #2304\n\n## Why this matters\n\nWhen the Agent UI runs the email agent as a background sidecar, the\ndaemon handed it a short-lived Google/Microsoft access token **only at\nspawn time** and never sent a fresh one. Once that token expired (~1h;\nobserved dying a\n[…]\n the sidecar\nruns; confirm the stale forward is withdrawn and the agent surfaces the\nloud \"reconnect\" error rather than limping.\n\n---------\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
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          "body": "…l' (T14) (#2433)\n\nCloses #2428\n\n## Why this matters\n\nAsking the email agent to file messages under a label you already have —\n\"label these as `GAIA-FIXTURE`\" — failed with `Invalid label:\nGAIA-FIXTURE`, even though the agent had *just* listed `GAIA-FIXTURE` as\nyour only custom label. Gmail addresse\n[…]\nation\nsurface (the only prompt-facing touch is the four tool docstrings' \"name\nor id\" wording). No LLM-behavior surface changed.\n\n---------\n\nCo-authored-by: Tomasz Iniewicz <heaters-nays0p@icloud.com>",
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          "body": "Before this change, a chat user who asked the Email agent to send a\nreply hit a developer-facing wall: the approval card showed a raw\n`send_now: body=…, subject=…, to=…` dump, and the assistant's \"guidance\"\ntold them to make HTTP POSTs to `/v1/email/draft` + `/v1/email/send` and\nname-dropped \"epic d\n[…]\nhange. This is a pure-string,\nuser-facing change with no LLM-prompt surface touched, so no eval run is\nrequired.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
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          "body": "…app rejection (#2391)\n\nSince v0.23.0 the Microsoft connector defaults to the `common` OAuth\ntenant, which accepts both personal and work/school accounts — but an\nAzure app registration scoped to *personal accounts only* is rejected on\nthat endpoint with `AADSTS9002346`. Before this change, `gaia co\n[…]\nonsumers` and the\npersonal-account explanation. All 11 device-flow tests pass; lint\n(black/isort/imports) clean.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
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          "body": "Before: opening an email chat with **zero mailboxes connected** crashed\nat agent construction — `EmailTriageAgent.__init__` resolved mail\nbackends eagerly, so a fresh no-connector session raised\n`ConfigurationError`, which the REST layer turns into an HTTP 502\n*before* the LLM loop ever starts. Conv\n[…]\n prose\n— a prompt-adherence nit unrelated to this change.\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Tomasz Iniewicz <itomek@users.noreply.github.com>",
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          "body": "Before: asking the Email Triage agent \"which mailbox are you connected\nto?\" returned a generic capability blurb (\"I can connect to Google and\nMicrosoft…\") and never named the actually-connected account — the model\nwas answering from the system prompt because no tool could read real\nconnection state.\n[…]\n\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: kovtcharov-amd <kalin.ovtcharov@amd.com>\nCo-authored-by: Tomasz Iniewicz <itomek@users.noreply.github.com>",
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          "body": "…ash card (#2422)\n\nBefore: when the email sidecar rejected a query with a clean, actionable\nHTTP error — e.g. a zero-connector `502: No mailbox connected — connect\nGoogle or Microsoft in Settings → Connectors before triaging.` — the\nAgent UI showed a generic \"Email agent stream ended unexpectedly (t\n[…]\n\nwhich shells out to `pip install` a wheel — fails in the sandboxed CI\nenvironment, not touched by this change).\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
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          "body": "…djacent ops (#2421)\n\nDogfooding the PR-review evidence stage on real PRs surfaced two gaps.\nBefore: a UI-backed PR (#2402, touching `src/gaia/ui/routers/system.py`)\nproduced **zero** evidence because the prompt let the agent defer the\nwhole PR to the strix-halo lane — even though the banner sits on\n[…]\nending strix-halo lane\") plus a **Spot regression** subsection.\n- [ ] Confirm the run stays leak-clean (env/token scan) and green.\n- [ ] `actionlint .github/workflows/claude-run.yml` — passes locally.",
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          "body": "… (#2390)\n\nBefore: a custody `POST /host/v1/rag/query` caller could send `k: -1`\nand get their **entire** corpus back in one response (SQLite turns a\nnegative `LIMIT` into \"no limit\"), or send `k: null` / a non-integer and\ncrash the endpoint with an uncaught `TypeError` (500). After: `k` is\nvalidate\n[…]\nll three files. (The repo's `--imports` lint check\nfails identically on clean `main`, unrelated to this change.)\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
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          "body": "On a no-NPU box with a capable GPU (e.g. a Radeon RX 7900 XTX),\nfirst-run setup's Hardware check showed a warning that (1) said \"**This\nagent** requests an NPU…\" when no agent has been chosen yet, and (2)\ntold the user to \"Ensure your Ryzen AI NPU driver is installed\" — wrong\nadvice on a dGPU that h\n[…]\nps remediation, still no \"agent\").\n\nVerified: 40/40 tests in both files pass; `python util/lint.py --all`\ngreen.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
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          "body": "…yet wired (#2392)\n\nThe email agent's autonomy docs advertised a learning loop where\naccepting or leaving a suggestion standing *raises* trust and the agent\n\"gets quieter\" for that sender/category over time. That path was never\nwired: no production code calls `record_autonomy_outcome(positive=True)`\n[…]\nl is affected; the Import Validation lint failure\nreproduces on `main` and is unrelated to these Markdown edits.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
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          "body": "…down (#2393)\n\nIn headless/scheduled autonomy (`GAIA_EMAIL_AUTONOMY_ENABLED=true`), the\nscheduler tears down and rebuilds the email agent between fires. Before\nthis change the re-proposal dedup guard didn't survive that teardown, so\nthe same still-in-inbox message was proposed again on **every** fir\n[…]\ngent dependency stack, so the pytest suite\n(including the new regression test) should be run in CI before merge.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(email): commit autonomy dedup INSERT so it survives headless tear…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-22T15:07:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6b6a8dab831bc3ec1ed5ed5ec5e01e3ec96e9d70",
          "body": "A sidecar whose spec has no `grant_agent_id` used to get an opaque HTTP\n500 from the forward-all endpoint instead of a `403 Forbidden`. The\n`NotGrantedError` is raised inside `forward_all` *before* its\nper-provider loop (during grant resolution), and the route only caught\n`UnknownAgentError`, so it \n[…]\nd and passes with it applied. Full\n`tests/unit/test_daemon_forward.py` (18 tests) passes; lint (`--all`)\npasses.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(daemon): map NotGrantedError to 403 in forward_all route (#2395)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-22T15:05:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5f6247069574cf201583c3a4754e376fe9252d27",
          "body": "…it (#2373)\n\nCloses #2358\n\n## Why this matters\n\nAfter a plain `pip install amd-gaia`, `gaia chat` — the command `gaia\ninit` recommends next — fails: the chat agent is published through\nneither channel and `gaia init` never installs it. Fixing that surfaced\na deeper bug: a hub-installed **wheel** age\n[…]\n `.pth` write\nlanded in the throwaway venv, not the test runner's. This is the exact\nbug class AC-6 exists to catch (the original shipped because dev/CI\nalways had chat editable-installed).\n</details>",
          "is_bot": false,
          "headline": "fix(hub): importable CLI wheel agents + chat distribution via gaia in…",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-21T22:35:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3ad39e6004dead9968f0b9ac7a252af042495b84",
          "body": "Fixes #2347.\n\n## Why this matters\n\nA headless Debian user installed the v0.22 `.deb`, ran `gaia email -q\n\"...\"`, and got `Email sidecar binary unavailable in user mode: cannot\nread binaries.lock.json ... This manifest ships with the email agent\npackage; reinstall/rebuild it if it is missing.` — a de\n[…]\nteps are in\n`docs/testing/issue-2347-verified-steps.md` (not posted to the public\nissue).\n\n---------\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>\nCo-authored-by: Kalin Ovtcharov <kalin@extropolis.ai>",
          "is_bot": false,
          "headline": "fix(sidecar): actionable user-mode binary error (#2347) (#2357)",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T19:03:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bfc0f5b88ff33b419345e6b812dc1f08106a31bf",
          "body": "…lidation (#2368)\n\nA present, working AMD Radeon dGPU (e.g. RX 7900 XTX on Ubuntu) was\nrejected: any `device: \"gpu\"` request — the Agent UI's per-session\ndefault and CLI `--device gpu` — raised `HardwareRequirementError` and\nforced a CPU fallback, even though Lemonade saw and used the GPU fine.\nAfte\n[…]\nlated device suites (79 passed); black/isort/flake8 clean.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>\nCo-authored-by: Kalin Ovtcharov <kalin@extropolis.ai>",
          "is_bot": true,
          "headline": "fix(lemonade): recognize grouped amd_gpu/nvidia_gpu device keys in va…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-21T19:02:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0553c8b0883fd4925a4d8e9f6e1102c0ce70a56c",
          "body": "…led driver (#2363)\n\nTurn on full autonomy and the Email agent handles your inbox for you: it\ntriages and files low-signal mail on its own, **always checks in before\nanything destructive or irreversible** (send, forward, permanent-delete,\nRSVP, quarantine), and **learns from you** so it gets more pe\n[…]\nupervised path (cross-process, with #2156).\n- npm thin-client CLI `gaia email autonomy …` + Agent-UI activity-feed\npanel over the REST surface.\n\n---------\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "feat(email): full autonomy — earn-trust engine, learning loop, schedu…",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T18:21:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0284300bfd544e8d1d68bcc7f71e41789d6ec5b2",
          "body": "…e sign-in (#2364)\n\n## Why this matters\n\nBefore: GAIA's email agent could only reach **personal** Outlook.com\nmailboxes — the Microsoft connector was pinned to the `consumers`\ntenant, so any **work/school (Microsoft 365 / Entra ID)** account was\nrejected before a token was ever issued. A corporate u\n[…]\nail.Send` then `gaia email -q \"Triage my\ninbox\"` returns a triage of the Outlook mailbox.\n\n---------\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>\nCo-authored-by: Kalin Ovtcharov <kalin@extropolis.ai>",
          "is_bot": false,
          "headline": "feat(connectors): support work/school Outlook + zero-setup device-cod…",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T18:21:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1aaba5cc8a0c323dd9dd465464f8f62192929528",
          "body": "…ist (#2343)\n\n## Why this matters\n\nThe hub tar-slip (CWE-22, #2342) shipped even though bandit flagged it —\nbecause a `# noqa: S202 - hub artifacts are trusted` silenced the\nwarning, and both bandit and the weekly audit read that suppression as a\nsettled, accepted decision. Any `# noqa: S<n>` / `# n\n[…]\nMerge conflicts with `main` resolved (both gates unified in one\nmodule; lint steps renumbered to 11)\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>\nCo-authored-by: Kalin Ovtcharov <kalin@extropolis.ai>",
          "is_bot": false,
          "headline": "feat(lint): require security suppressions to be reviewed in an allowl…",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T17:43:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "19b1a4c51e58eb51a1de655c700a427bf9c07d8b",
          "body": "…2349)\n\n## Why this matters\n\n`test_connection_stopped_after_running_raises_again` fails\nintermittently on CI (seen on the macOS smoke runner: `StopFailedError:\nagent 'toy' sidecar pid 4321 survived the tree-kill`). It's a false\nfailure that blocks unrelated PRs and erodes trust in the suite — the\npr\n[…]\nhe runner) reproduces the `StopFailedError`; the\nfix's `pid_exists → False` patch neutralizes it while `stop()` still\nsucceeds\n- [x] `black`/`isort` clean\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "test(daemon): de-flake sidecar stop test on the pid-liveness check (#…",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T17:41:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "174e9d0cd1b88069fcca1fac1e2a80e651036b96",
          "body": "…class → separable profiles (#2323) (#2362)\n\nCloses #2323\n\n## Why this matters\n\n`chat`, `doc`, and `file` were never three agents — they were **one\n2,258-line class** with a runtime `if profile == …` switch, a manifest\nthat advertised **0 tools** (it has dozens) plus a REST server and an\nMCP server \n[…]\np, out of scope\nhere.\n- The `#2316` fail-loudly work is scoped here to the **6 chat-package\nsites only**; `#2308` manifest-v2 conformance and `#2313` per-tool\nbehavioral tests are separate.\n</details>",
          "is_bot": false,
          "headline": "refactor(chat): extract ProfileSpec, honest manifest, lazy RAG — one …",
          "author_name": "Tomasz Iniewicz",
          "author_login": "itomek",
          "committed_at": "2026-07-21T17:39:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "57f970b09cad3cd51c0a97a3c2d05dac16a763f9",
          "body": "## Why this matters\n\nSecurity now has a dedicated workflow (`claude-security-audit.yml`, PR\n#2346). Keeping a general \"security lens\" as one of five sampled\ndimensions in the weekly audit is exactly what missed the hub tar-slip —\nand this audit files to a **public** triage issue, which is the wrong\n\n[…]\ntriage issue with four\ndimensions and no security section\n\nDepends conceptually on #2346 (the dedicated security workflow) but is\nindependently mergeable.\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "chore(audit): drop the security dimension from the weekly audit (#2348)",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T17:30:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2318104072f1cafedb5fed723d0e1e1355a56563",
          "body": "… tooling (#2346)\n\n## Why this matters\n\nThe weekly audit's single general \"security lens\" missed the hub\ntar-slip (CWE-22, #2342): it sampled a large repo in one pass and read a\n`# noqa: S202 - hub artifacts are trusted` comment as a settled\ndecision. This adds a **dedicated** security audit that fi\n[…]\nfrom\n`claude-weekly-audit.yml` + its skill/plan docs.\n- Enable the bandit-HIGH blocking gate after the 18 pre-existing HIGH\nfindings are fixed.\n\n---------\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "feat(security): proactive Claude security-audit workflow + CVSS/SARIF…",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T17:30:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d605caec185d2488d36c7419a8e45c2b6e6e71dd",
          "body": "…344)\n\n## Why this matters\n\nGAIA documents `--allowed-paths` as a security sandbox for agent file\ntools, but it only ever restricted **writes**. `read_file` (and three\nsibling read tools) in `FileSearchToolsMixin` called `open()` directly\nwith no allowlist check, so an agent could read **any file th\n[…]\nhanged files\n- [x] Researcher PoC re-run against patched code → bypass no longer\nreproduces (read returns \"Access denied\", write still blocked)\n\n---------\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "fix(security): enforce --allowed-paths sandbox on file read tools (#2…",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T12:39:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1c8a91c9d8bd4fcdecf119eaa0837afe02109c69",
          "body": "…e HIGH gate (#2350)\n\nBandit ran warning-only, so 18 pre-existing HIGH-severity findings sat\nunblocked in core paths (CLI, subprocess helpers, MCP stdio transport,\nLemonade launch). Before: a new `shell=True` injection site or weak-hash\nregression would pass lint and ship. After: all 18 are fixed (1\n[…]\nthe converted `netstat` detection + `taskkill` args-list finds and kills\nit and frees the port\n- [x] `black`/`isort` clean on all changed files\n\n---------\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "fix(security): remove pre-existing bandit HIGH findings and enable th…",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T12:39:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4b5c16b713e7b0e2b78d6a4e81d7c5784eb5b6d5",
          "body": "## Why this matters\n\nThe terminal-hub / sidecar architecture work (milestone #45) added new\ncode surfaces the auto-labeler didn't know about, so PRs touching the Go\nTUI, the daemon supervisor, or the agent sidecar contract landed\nunlabelled and had to be triaged by hand. This teaches `actions/labele\n[…]\n`sidecar` label.\n\nNo change to `auto-label.yml` — it's generic (`actions/labeler@v6`, no\nper-label config), so the new rules take effect on next PR event.\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "ci(labeler): add tui/daemon/sidecar auto-label rules (#2356)",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-21T12:38:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a905b05792ab75938b36e82624f54c24eddbeae5",
          "body": "Bumps the github-actions group with 2 updates:\n[actions/checkout](https://github.com/actions/checkout) and\n[anthropics/claude-code-action](https://github.com/anthropics/claude-code-action).\n\nUpdates `actions/checkout` from 6 to 7\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump the github-actions group with 2 updates (#2341)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T20:45:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b3f793af5b7ac8158c2e63ee17791166286897b4",
          "body": "…ill (#2337)\n\nRoutingAgent's `_create_agent_with_defaults` picked `\"python\"` for an\nunknown language and called it \"the safest option\" — but the very next\nstep, `_enforce_typescript_only`, raises `SystemExit(1)` for anything\nthat isn't TypeScript/Next.js. So the documented safe fallback\nterminated t\n[…]\nter is an LLM-behavior change that\nrequires an eval run per the repo's eval policy — both left for a\nmaintainer.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(routing): default unknown language to TypeScript, not a process k…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-20T20:45:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "48286dbd00eea6a84329a4e57aaffe4fa7f11127",
          "body": "When `gaia init` couldn't install pip extras automatically, it printed a\nbroken, un-actionable fallback: `Please run: uv pip install \"amd-gaia\"`\n— with the `[rag]` extras silently dropped. Following that command\ninstalls the base package with **no extras**, so the user is stuck. The\ncause is that th\n[…]\nh itself is intended behaviour),\nbut they now get a correct manual command instead of one that installs\nnothing.\n</details>\n\nCo-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(init): stop Rich eating bracketed tokens in gaia init output (#2340)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-20T20:44:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "638a76439a3f4e9a1a9ed0491875e742fa87a100",
          "body": "…#2338)\n\nAnyone porting a hub agent today has three skills for the *end* of the\njob — build a new agent, cut a release, add a scorecard — and nothing\nfor the middle: taking an agent that already exists to a state where\npublishing it is honest. The result is that \"the code works, it just\nneeds docs\" \n[…]\nhecking `docker\n--version` (the binary) rather than the daemon. Both verified at HEAD\nand filed to #2325.\n- [ ] Reviewer sanity-check: does Phase 0 (PORT/MERGE/DISCARD) read as\ngating, or as optional?",
          "is_bot": false,
          "headline": "docs(skills): add porting-agent-to-hub — the legacy-agent port flow (…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-20T20:44:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d2c00b55e7b623ca5d876038934fd9b6bfa00c6b",
          "body": "## Why this matters\n\nInstalling a native (C++) agent from the hub extracted the downloaded\narchive without checking where each member wanted to land — only the\narchive's own filename was sanitized. A malformed or malicious archive\ncould therefore write files **outside** the agent's\n`~/.gaia/agents/<\n[…]\nde the install dir)\n- [x] `python -m bandit src/gaia/hub/installer.py -ll` — 0 High\n(previously flagged the extraction call)\n- [x] `black` / `isort` clean\n\nCo-authored-by: Ovtcharov <kovtchar@amd.com>",
          "is_bot": false,
          "headline": "fix(hub): harden agent-archive extraction against path traversal (#2342)",
          "author_name": "kovtcharov-amd",
          "author_login": "kovtcharov-amd",
          "committed_at": "2026-07-20T20:16:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a441765672e2e4e7d00ee3056323cfaed95a848c",
          "body": "`GAIA CLI Tests (All Platforms)` has posted a red ❌ on every push, PR,\nand merge-queue entry since 2026-07-07 — a 0-second failure with zero\njob records. The file declared `test-docqa-agent` and\n`test-routing-agent` twice, and GitHub rejects duplicate job keys while\nbuilding the run graph; because a\n[…]\nCode Quality Checks` expands and executes;\npreviously it produced no job record at all\n- [ ] Reviewer: confirm the red `GAIA CLI Tests (All Platforms)` check\nstops appearing on new PRs once this lands",
          "is_bot": false,
          "headline": "fix(ci): repair the startup-failing GAIA CLI aggregate workflow (#2307)",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-19T01:49:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0835a25091a7bea16e62342d9ef1610f9eaf8f53",
          "body": "…un (#2306)\n\nThree CI safety nets have been reporting on work they never did.\n\nThe **Weekly Eval** has never once run an eval. Its caller claimed the\nsame `lemonade-eval` concurrency group as the reusable workflow it\ncalls, and a called workflow's concurrency is evaluated in the caller's\ncontext — s\n[…]\nworkflow stops reporting\n`cancelled` — **please confirm whether it is decommissioned or a 4-month\noutage nobody noticed**, since the monitor has been blind this whole\ntime and could not have told you.",
          "is_bot": false,
          "headline": "fix(ci): make the weekly eval and runner heartbeat monitor actually r…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-19T01:49:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "977c158fe3b4971bb00557d9bedaddca906e5886",
          "body": "… tree (#2295)\n\nFollow-up to #2060, which moved hub packages to\n`hub/agents/<id>/<lang>/`.\n\nAnyone scaffolding a new agent for this repo got a package in the wrong\nplace, with no supported way to fix it. `gaia agent init` was never\ntaught the new layout: `--output` always appends the agent id as the\n[…]\nts/my-agent/python`.\n- [ ] `python util/lint.py --all` clean.\n- [ ] `git grep -rn \"hub/agents/python\\|hub/agents/npm\" -- .\n':!docs/releases/'` returns nothing; historical release notes left\nuntouched.",
          "is_bot": false,
          "headline": "fix(cli): add --layout hub to gaia agent init for the agent-first hub…",
          "author_name": "Kalin Ovtcharov",
          "author_login": "kovtcharov",
          "committed_at": "2026-07-19T01:40:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "558a73e6cd53526cd64a467d36703453c96ebb06",
          "body": "Bumps the github-actions group with 3 updates:\n[actions/setup-node](https://github.com/actions/setup-node),\n[actions/setup-go](https://github.com/actions/setup-go) and\n[anthropics/claude-code-action](https://github.com/anthropics/claude-code-action).\n\nUpdates `actions/setup-node` from 6 to 7\n<detail\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump the github-actions group with 3 updates (#2294)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-19T00:17:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f8bff000290f503fb87f918f2646cec0dc5469a4",
          "body": "…dependencies group (#2292)\n\nBumps the root-npm-dependencies group with 1 update:\n[electron](https://github.com/electron/electron).\n\nUpdates `electron` from 43.1.0 to 43.1.1\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/electron/electron/releases\">electro\n[…]\n/details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kalin Ovtcharov <kalin@extropolis.ai>",
          "is_bot": true,
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                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "33 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
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                      "count": 33
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
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                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
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              "merged_prs": 968,
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              "issue_closed_ratio": 0.522,
              "closed_unmerged_prs": 159
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "52% of issues closed",
                "points": 24.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 52
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                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "968/1127 decided PRs merged",
                "points": 32.9,
                "status": "partial",
                "details": [
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                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
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            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "followers": 1871,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "amd",
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              "account_age_days": 5772
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            "components": [
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                "key": "ownership_backing",
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                "details": [
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                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "missed",
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                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,871 followers of amd",
                "points": 23.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
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                      "count": 1871,
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                ],
                "max_points": 25
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              {
                "key": "track_record",
                "name": "Track record",
                "detail": "116 public repos, account ~15 yr old",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "public_repos",
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                      "count": 116
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                  {
                    "code": "account_age_years",
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "amd-gaia",
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              "ecosystems": "go, pypi",
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            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on go, pypi",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "packages_published",
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                "max_points": 25
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              {
                "key": "publish_recency",
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                "detail": "latest publish 10 days ago",
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                "details": [
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                "max_points": 35
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              {
                "key": "version_history",
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                "points": 20,
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                "details": [
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                    "code": "published_versions",
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                      "count": 61
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
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        "name": "Engineering Quality",
        "value": 90,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "notes": [],
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              "has_tests": true,
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "70 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 70
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                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
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              {
                "key": "linter_config",
                "name": "Linter config",
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                "points": 16,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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                "points": 20,
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                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ai",
                "amd",
                "genai",
                "ryzenai",
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                "privacy"
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              "has_wiki": true,
              "homepage": "https://github.com/amd/gaia",
              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
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                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
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                "details": [],
                "max_points": 10
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              {
                "key": "topics",
                "name": "Topics",
                "detail": "8 topics",
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                "status": "met",
                "details": [
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                    "code": "topics_count",
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                ],
                "max_points": 10
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              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
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            "notes": [
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                "code": "excluded_no_data",
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                  "components": [
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 57,
            "inputs": {
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              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
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              "scorecard_aggregate": 5.7
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            "components": [
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                "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": [
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                    "code": "no_data",
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                "max_points": 7.5
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              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
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                "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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
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              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
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              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "4 out of the last 5 releases have a total of 4 signed artifacts.",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "126 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
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            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:amd-gaia@0.22.0 runtime dependency closure — what installing the published package pulls in — 70 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:amd-gaia@0.22.0",
                  "assessed": 70
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              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
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              "affected_packages": 0,
              "assessed_packages": 70,
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              "affected_by_severity": "none",
              "direct_affected_packages": 0
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                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
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                ],
                "max_points": 35
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              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "no_indirect_advisories",
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                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "advisories_no_publication_date",
                    "params": {}
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                ],
                "max_points": 40
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            ]
          },
          {
            "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": 70,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
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                "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": [
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                    "code": "no_malicious_dependencies",
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                ],
                "max_points": 100
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            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
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            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
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              "policy_countries": [
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                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 7
            },
            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "jurisdiction_no_match",
                    "params": {}
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 83,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
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            "inputs": {
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              "legible_history_share": 1,
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              "agent_instruction_max_bytes": 61269
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            "components": [
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                "key": "agent_instructions",
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                "details": [
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                ],
                "max_points": 45
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              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 15
              },
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                "key": "legible_commit_history",
                "name": "Legible commit history",
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                "points": 40,
                "status": "met",
                "details": [
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                    "code": "legible_history",
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                      "sampled": 58
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
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            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
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              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
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                "src/vscode/gaia/tsconfig.json",
                "website/tsconfig.json",
                "workers/agent-hub/tsconfig.json"
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              "agent_commit_share": 0.29,
              "toolchain_manifests": [
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              "dependency_bot_commit_share": 0.12
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            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "tui/Makefile",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
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              {
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        ],
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      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T19:49:49.207356Z",
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  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/amd/gaia.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, Go.