Registro públicoBueno
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-27 05:57 UTC
cloudwego / eino
The ultimate LLM/AI application development framework in Go.
cloudwego/eino tiene un índice de salud de 83 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (100/100) y la más baja, Security (65/100). Se actualizó por última vez hoy. 2 personas concentran la mayor parte del trabajo reciente.
83
global / 100Índice 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.
83
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)
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
CloudWeGoOrganización
5051 seguidores46 repositorios públicosdesde feb 2021
Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.
Ecosistemas de paquetes
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación |
|---|---|---|---|---|---|
| Go | github.com/cloudwego/eino | v0.9.13 | - | 219 | hace 5 días |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
100
Actividad de desarrollo
100Excelente
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 0 días |
| 36/36 | Cadencia de commits — 52/52 semanas con commits |
| 18/18 | Volumen de commits — 284 commits en el último año |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Datos de entrada utilizados
| commits_last_year | 284 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Disciplina de publicación
100Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 100 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 5 días |
| 27/27 | Cadencia de publicación — una versión cada ~3,3 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 100 |
| latest_release_tag | v0.9.13 |
| releases_from_tags | no |
| days_since_latest_release | 5 |
| mean_days_between_releases | 3,3 |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
94
Popularidad y adopción
95Excelente
Cómo se puntúa
| 60/60 | Estrellas — 12.482 estrellas |
| 25/25 | Forks — 1039 forks |
| 10.3/15 | Observadores — 73 observadores |
Datos de entrada utilizados
| forks | 1039 |
| stars | 12.482 |
| watchers | 73 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
92Excelente
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (Apache-2.0) |
| 18/18 | Guía CONTRIBUTING |
| 13.5/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 6.3/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| has_contributing | sí |
| has_issue_template | no |
| has_code_of_conduct | sí |
| has_pull_request_template | sí |
Sostenibilidad y Gobernanza
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
76
Resiliencia de mantenedores (factor bus)
54Moderado
Cómo se puntúa
| 25.2/54 | Factor bus — la mitad de los commits recae en 2 contribuyente(s) |
| 15.8/22.5 | Distribución de commits — el principal contribuyente firma el 30% de los commits |
| 13.5/13.5 | Amplitud de contribuyentes — 38 contribuyentes |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Datos de entrada utilizados
| bus_factor | 2 |
| contributors_sampled | 38 |
| top_contributor_share | 0,299 |
Cómo se puntúa
| 35.8/46.8 | Resolución de issues — 77% de issues cerradas |
| 30.5/38.3 | Aceptación de PR — 577/724 PR decididos fusionados |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Datos de entrada utilizados
| merged_prs | 577 |
| open_issues | 89 |
| closed_issues | 292 |
| issue_closed_ratio | 0,766 |
| closed_unmerged_prs | 147 |
Propiedad y custodia
78Bueno
Cómo se puntúa
| 30/30 | Respaldo de la propiedad — propiedad de una organización |
| 0/20 | Dominio verificado |
| 25/25 | Alcance del propietario — 5051 seguidores de cloudwego |
| 23/25 | Trayectoria — 46 repos públicos, cuenta de ~5 años |
Datos de entrada utilizados
| followers | 5051 |
| owner_type | Organization |
| is_verified | — |
| owner_login | cloudwego |
| public_repos | 46 |
| account_age_days | 1985 |
Mantenimiento de paquetes
100Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en go |
| 35/35 | Recencia de publicación — última publicación hace 5 días |
| 20/20 | Historial de versiones — 219 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | github.com/cloudwego/eino |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 5 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
76
Prácticas de ingeniería
84Bueno
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 3 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 16/16 | Configuración de linter — .golangci.yaml |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | sí |
| has_precommit_config | no |
Documentación
65Moderado
Cómo se puntúa
| 30/30 | README |
| 0/25 | Directorio de documentación |
| 15/15 | Sitio de documentación / página del proyecto — https://www.cloudwego.io/docs/eino/ |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 7 topics |
| 0/10 | Wiki |
Datos de entrada utilizados
| topics | ai, langchaingo, ai-application, llm-application, langchain-for-go, ai-framework, langchain |
| has_wiki | no |
| homepage | https://www.cloudwego.io/docs/eino/ |
| has_readme | sí |
| has_docs_dir | no |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
65
Postura de seguridad
56Moderado
Cómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 4.5/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Licencia — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — sin datos |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 3.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 7 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — sin datos |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5,6 |
Excluidos de la puntuación (sin datos o no aplicable): packaging, signed_releases. Los pesos restantes se han renormalizado.
Avisos de dependencias
100Excelente
Cómo se puntúa
| 35/35 | Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido |
| 0/25 | Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance |
| 0/40 | Sin avisos pendientes — ningún aviso tiene fecha de publicación |
Datos de entrada utilizados
| source | osv |
| advisories | 3 |
| affected_packages | 2 |
| assessed_packages | 38 |
| unassessed_packages | 0 |
| affected_by_severity | high 1, unknown 1 |
| direct_affected_packages | 0 |
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos, Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejaron 38 dependencias resueltas con OSV. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. 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.
71
Contexto y guía para agentes
55Moderado
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 15/15 | Documentación legible por máquinas (llms.txt) — llms.txt presente |
| 40/40 | Historial de commits legible — 96 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | sí |
| legible_history_share | 0,96 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 12.6/18 | Arranque con un solo comando — go.mod (convención del toolchain, sin ejecutor de tareas) |
| 22/22 | Pruebas automatizadas |
| 11/11 | Configuración de lint / formato — .golangci.yaml |
| 11/11 | Verificación estática de tipos — Go (tipado estático) |
| 10/10 | Entorno reproducible — lockfile |
| 6/10 | Práctica demostrada con agentes — 3 de los últimos 100 commits con autoría o crédito de agente |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 1/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | go.sum |
| has_dockerfile | no |
| typed_language | sí |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | sí |
| typecheck_configs | — |
| agent_commit_share | 0,03 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
97Excelente
Cómo se puntúa
| 45/45 | Código verificable por tipos — Go (tipado estático) |
| 52.2/55 | Tamaños de archivo manejables — 17/340 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Go |
| largest_source_bytes | 182.161 |
| source_files_sampled | 340 |
| oversized_source_files | 17 |
Datos clave
12.482estrellas de GitHub
38contribuidores
284commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
2factor bus
89issues abiertas
Goecosistemas 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 ★ / 1039 ⇿
0Estrellas
1039Forks
100Versiones
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.
Solo se muestra el historial más reciente: este repositorio supera la ventana de recopilación, por lo que no se captura el historial más antiguo.
Mayor 0Menor 1Parche 46
Cada punto abarca 2 días.
OpenSSF Scorecard 5.6 / 10
5.6agregado
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 6 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 29 out of 29 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/d | Packaging | packaging workflow not detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 7 | SAST | SAST tool is not run on all commits -- score normalized to 7 |
| 0 | Security-Policy | security policy file not detected |
| n/d | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
Dependencias directas 11
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| Go | github.com/bmatcuk/doublestar/v4 | v4.10.0 | go.mod |
| Go | github.com/bytedance/sonic | v1.15.0 | go.mod |
| Go | github.com/eino-contrib/jsonschema | v1.0.3 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/nikolalohinski/gonja | v1.5.3 | go.mod |
| Go | github.com/slongfield/pyfmt | v0.0.0-20220222012616-ea85ff4c361f | go.mod |
| Go | github.com/smartystreets/goconvey | v1.8.1 | go.mod |
| Go | github.com/stretchr/testify | v1.10.0 | go.mod |
| Go | github.com/wk8/go-ordered-map/v2 | v2.1.8 | go.mod |
| Go | go.uber.org/mock | v0.4.0 | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
Todas las dependencias 38
Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 11 paquetes directos y 27 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.
| Registro | Paquete | Versión | Relación |
|---|---|---|---|
| Go | github.com/bmatcuk/doublestar/v4 | v4.10.0 | directa |
| Go | github.com/bytedance/sonic | v1.15.0 | directa |
| Go | github.com/eino-contrib/jsonschema | v1.0.3 | directa |
| Go | github.com/google/uuid | v1.6.0 | directa |
| Go | github.com/nikolalohinski/gonja | v1.5.3 | directa |
| Go | github.com/slongfield/pyfmt | v0.0.0-20220222012616-ea85ff4c361f | directa |
| Go | github.com/smartystreets/goconvey | v1.8.1 | directa |
| Go | github.com/stretchr/testify | v1.10.0 | directa |
| Go | github.com/wk8/go-ordered-map/v2 | v2.1.8 | directa |
| Go | go.uber.org/mock | v0.4.0 | directa |
| Go | gopkg.in/yaml.v3 | v3.0.1 | directa |
| Go | github.com/bahlo/generic-list-go | v0.2.0 | indirecta |
| Go | github.com/buger/jsonparser | v1.1.1 | indirecta |
| Go | github.com/bytedance/gopkg | v0.1.3 | indirecta |
| Go | github.com/bytedance/sonic/loader | v0.5.0 | indirecta |
| Go | github.com/cloudwego/base64x | v0.1.6 | indirecta |
| Go | github.com/davecgh/go-spew | v1.1.1 | indirecta |
| Go | github.com/dustin/go-humanize | v1.0.1 | indirecta |
| Go | github.com/goph/emperror | v0.17.2 | indirecta |
| Go | github.com/gopherjs/gopherjs | v1.17.2 | indirecta |
| Go | github.com/json-iterator/go | v1.1.12 | indirecta |
| Go | github.com/jtolds/gls | v4.20.0+incompatible | indirecta |
| Go | github.com/klauspost/cpuid/v2 | v2.2.9 | indirecta |
| Go | github.com/mailru/easyjson | v0.7.7 | indirecta |
| Go | github.com/modern-go/concurrent | v0.0.0-20180306012644-bacd9c7ef1dd | indirecta |
| Go | github.com/modern-go/reflect2 | v1.0.2 | indirecta |
| Go | github.com/pelletier/go-toml/v2 | v2.0.9 | indirecta |
| Go | github.com/pkg/errors | v0.9.1 | indirecta |
| Go | github.com/pmezard/go-difflib | v1.0.0 | indirecta |
| Go | github.com/sirupsen/logrus | v1.9.3 | indirecta |
| Go | github.com/smarty/assertions | v1.15.0 | indirecta |
| Go | github.com/twitchyliquid64/golang-asm | v0.15.1 | indirecta |
| Go | github.com/yargevad/filepathx | v1.0.0 | indirecta |
| Go | golang.org/x/arch | v0.11.0 | indirecta |
| Go | golang.org/x/exp | v0.0.0-20230713183714-613f0c0eb8a1 | indirecta |
| Go | golang.org/x/sys | v0.29.0 | indirecta |
| Go | golang.org/x/term | v0.28.0 | indirecta |
| Go | gopkg.in/check.v1 | v1.0.0-20180628173108-788fd7840127 | indirecta |
Avisos de dependencias 2
Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 38 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 2 tienen avisos conocidos, de los cuales 0 son directas.
| Paquete | Versión | Relación | Gravedad | Avisos | Corregido en |
|---|---|---|---|---|---|
| github.com/buger/jsonparser | v1.1.1 | indirecta | alta | 2 | 1.1.2 |
| golang.org/x/sys | v0.29.0 | indirecta | desconocida | 1 | 0.44.0 |
Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.
Informe JSON sin procesar legible por máquina
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"activity": {
"releases": [
{
"tag": "v0.9.13",
"kind": "patch",
"published_at": "2026-07-22T03:21:15Z"
},
{
"tag": "v0.10.0-alpha.12",
"kind": "prerelease",
"published_at": "2026-07-14T09:37:52Z"
},
{
"tag": "v0.10.0-alpha.11",
"kind": "prerelease",
"published_at": "2026-07-07T00:57:29Z"
},
{
"tag": "v0.10.0-alpha.10",
"kind": "prerelease",
"published_at": "2026-07-02T06:36:10Z"
},
{
"tag": "v0.9.12",
"kind": "patch",
"published_at": "2026-06-29T13:03:13Z"
},
{
"tag": "v0.9.11",
"kind": "patch",
"published_at": "2026-06-29T09:58:37Z"
},
{
"tag": "v0.10.0-alpha.9",
"kind": "prerelease",
"published_at": "2026-06-26T10:05:39Z"
},
{
"tag": "v0.9.10",
"kind": "patch",
"published_at": "2026-06-26T09:49:39Z"
},
{
"tag": "v0.10.0-alpha.8",
"kind": "prerelease",
"published_at": "2026-06-22T11:18:21Z"
},
{
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"headline": "feat(adk): persist TurnLoop checkpoint on business interrupt (#1013)",
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"headline": "feat(adk): generify all remaining middlewares for AgenticMessage supp…",
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"headline": "fix: summarization failover count is off by one (#1015)",
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"headline": "feat(schema): add Type field to FunctionToolResultBlock (#1012)",
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"headline": "fix: ShouldRetry not called when no error during summarization (#1014)",
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"headline": "fix(adk): prevent TurnLoop stall after between-turns preempt drain (#…",
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"headline": "chore: reduction close copied tool output stream (#1008)",
"author_name": "N3ko",
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"headline": "feat(adk): deprecate SummarizeMessages (#1009)",
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"oid": "b3a1d71e7aa2de07fe7eeba6b77ae36e9c5cdee3",
"body": "…eep-copy (#1007)\n\nfix(serialization): ensure pointer-receiver MarshalJSON is invoked in InternalSerializer\n\nWhen InternalSerializer marshals a struct value that implements\njson.Marshaler via pointer receiver (e.g. *ToolInfo), rv.Interface()\nproduces a non-addressable copy. json.Marshal then cannot \n[…]\nd fields — causing ParamsOneOf data loss after deepCopyState\nduring interrupt/resume.\n\nFix: pass a pointer to json.Marshal by using rv.Addr() when addressable,\nor copying into reflect.New() otherwise.",
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"headline": "fix(serialization): fix ToolInfo.ParamsOneOf loss during checkpoint d…",
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"headline": "feat(adk): add AfterAgent hook to TypedChatModelAgentMiddleware (#1002)",
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"headline": "feat(adk): add eino-internal message ID via Message.Extra (#986)",
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"body": "…1004)\n\nrefactor(adk): build ToolsNodeConfig via shallow copy + field override\n\nReplace explicit field-by-field struct literals with a shallow copy of\nthe source ToolsNodeConfig followed by overriding only the fields that\nneed per-run isolation (Tools and ToolCallMiddlewares). New fields added\nto co\n[…]\neExecContext: shallow-copy a.toolsConfig.ToolsNodeConfig then\n cloneSlice the Tools/ToolCallMiddlewares that will be appended to\n\nNo behavior change: every field is assigned the same value as before.",
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"oid": "aa0586e67be7756607b711f3e1d1ff7fadaa08d0",
"body": "Replace FunctionToolResult.Result string field with Blocks\n[]*FunctionToolResultBlock to uniformly represent all tool results\n(text-only and multimodal) as structured content blocks.\n\n- Add FunctionToolResultBlock type supporting text, image, audio,\n video, and file content with String() method\n- R\n[…]\n- Convert MessageInputPart to FunctionToolResultBlock in compose layer\n- Update concatFunctionToolResults to merge via Blocks append\n- Add comprehensive tests for multimodal and streaming tool results",
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"headline": "feat(compose): unify FunctionToolResult with Blocks (#968)",
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"body": "* feat(adk): validate pages parameter in MultiModalReadFileTool\n\n- Add validatePages function to check format (must be \"N\" or \"N-M\")\n- Reject invalid formats such as \"1-\", \"-5\", non-numeric values\n- Enforce end >= start and max 20 pages per request\n- Return validation error as ToolResult so the mode\n[…]\n Cover valid formats: single page, range, same start/end, max boundary\n- Cover invalid formats: trailing dash, leading dash, non-numeric, zero\n- Cover logic errors: end < start, range exceeds 20 pages",
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"headline": "refactor(adk): move tool lists into agent state and migrate middlewar…",
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"body": "feat(adk): add MultiModalRead with custom FileContentPart types\n\n- Define FileContentPartType, FileContentPart in filesystem package\n to replace direct schema.ToolOutputPart dependency, supporting\n only Image (bytes) and File (bytes) types\n- Add MultiModalReader interface and MultiModalReadRequest\n[…]\nse64 encoding buffer across multimodal parts via base64Encoder\n- Add tests for image, file, unsupported type, pages passthrough,\n schema fields, custom desc, empty data error, nil result, and routing",
"is_bot": false,
"headline": "feat(adk): add EnhancedRead with custom FileContentPart types (#973)",
"author_name": "Born",
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"headline": "feat(adk): integrate AgenticMessage into ADK (#920)",
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"oid": "923bdc93f1d10fe8676e02122516c701d926d927",
"body": "… and clean up internal terminology (#979)",
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"headline": "refactor(adk): improve cancel API naming, enforce recursive teardown,…",
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"body": "… UntilIdleFor from canceling agent (#972)",
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"headline": "fix(adk): preserve nil agentCancelOpts in stopSignal.check to prevent…",
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"headline": "docs(adk): add NOT RECOMMENDED advisory to agent transfer and workflo…",
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"is_bot": false,
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"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://www.cloudwego.io/docs/eino/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "7 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 7
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 65,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 56,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.6
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 0.5,
"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 not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "2 existing vulnerabilities detected",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 38 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories",
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 38
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 3,
"affected_packages": 2,
"assessed_packages": 38,
"unassessed_packages": 0,
"affected_by_severity": "high 1, unknown 1",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 38,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 4
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 71,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "moderate",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"has_llms_txt": true,
"legible_history_share": 0.96,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": "llms.txt present",
"points": 15,
"status": "met",
"details": [
{
"code": "llms_txt_present",
"params": {}
}
],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "96 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 96,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 74,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0.03,
"toolchain_manifests": [
"go.mod"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "go.mod (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "go.mod"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".golangci.yaml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yaml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "3 of the last 100 commits agent-authored or agent-credited",
"points": 6,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 3,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 1,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 97,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 182161,
"source_files_sampled": 340,
"oversized_source_files": 17
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "17/340 source files over 60KB",
"points": 52.2,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 340,
"oversized": 17
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-27T05:57:54.762500Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/cloudwego/eino.svg",
"full_name": "cloudwego/eino",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.27.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — Go.