Registro público
Informe de salud del softwareesquema 0.31.0 · métricas 2.5.0 · 2026-08-06 19:30 UTC

milvus-io / milvus-proto

Share Milvus proto files between Milvus repository and SDK repositories

Shell · Go · MakefileApache-2.0★ 49 estrellas⑂ 89 forksdesde feb 2022Ver en GitHub ↗
TipoBibliotecacómo se determina

milvus-io/milvus-proto tiene un índice de salud de 78 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (90/100) y la más baja, AI Readiness (46/100). Se actualizó por última vez hoy. 8 personas concentran la mayor parte del trabajo reciente.

78
global / 100
Bueno

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.

78
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

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

El resultado global ponderado 67 se calibra a 78 en la escala publicada del índice (calibración del registro 2026-08-02).

Titularidad

The Milvus ProjectOrganización
1261 seguidores68 repositorios públicosdesde jun 2019

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
Gogithub.com/milvus-io/milvus-proto/v3v3.0.0-2hace 20 días
Gogithub.com/milvus-io/milvus-proto/go-api/v3v3.0.0-2hace 20 días

Métricas por categoría

Vitalidad

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

90Excelente · 21% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
28.4/36Cadencia de commits — 41/52 semanas con commits
18/18Volumen de commits — 100 commits en el último año
10/10OpenSSF 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_year100
human_commit_share1
days_since_last_push0
active_weeks_last_year41
Cómo se puntúa
16.2/27Publica versiones — 50 etiquetas de versión (sin releases de GitHub)
36/36Recencia de las versiones — última versión hace 20 días
27/27Cadencia de publicación — una versión cada ~12,7 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count50
latest_release_tagv3.0.0
releases_from_tags
days_since_latest_release20
mean_days_between_releases12,7
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?

48Débil · 17% del índice global
Cómo se puntúa
27.3/60Estrellas — 49 estrellas
16.2/25Forks — 89 forks
3.9/15Observadores — 6 observadores
Datos de entrada utilizados
forks89
stars49
watchers6
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno

Sostenibilidad y Gobernanza

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

84Excelente · 23% del índice global
Cómo se puntúa
54/54Factor bus — la mitad de los commits recae en 8 contribuyente(s)
20.3/22.5Distribución de commits — el principal contribuyente firma el 10% de los commits
13.5/13.5Amplitud de contribuyentes — 46 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations
Datos de entrada utilizados
bus_factor8
contributors_sampled46
top_contributor_share0,099
Cómo se puntúa
16.6/42Resolución de issues — 40% de issues cerradas
26.9/30Aceptación de PR — 476/531 PR decididos fusionados
10.4/13Newcomer PR acceptance — 4/5 PR de contribuyentes primerizos fusionados en 30 d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Datos de entrada utilizados
merged_prs476
open_issues69
closed_issues45
prs_merged_7d10
prs_decided_7d10
prs_merged_30d18
prs_decided_30d23
issue_closed_ratio0,395
closed_unmerged_prs55
first_time_authors_30d2
first_time_prs_merged_30d4
first_time_prs_decided_30d5
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
22.3/25Alcance del propietario — 1261 seguidores de milvus-io
25/25Trayectoria — 68 repos públicos, cuenta de ~7 años
Datos de entrada utilizados
followers1261
owner_typeOrganization
is_verified
owner_loginmilvus-io
public_repos68
account_age_days2612
Cómo se puntúa
25/25Publicado y resoluble — 2 paquete(s) en go
35/35Recencia de publicación — última publicación hace 20 días
12/20Historial de versiones — 2 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/milvus-io/milvus-proto/v3, github.com/milvus-io/milvus-proto/go-api/v3
ecosystemsgo
any_deprecatedno
min_days_since_publish20

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

60Moderado · 19% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 1 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentación

50Moderado
Cómo se puntúa
30/30README
0/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics
has_wiki
homepage
has_readme
has_docs_dirno
has_description

Seguridad

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

49Débil · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
2.2/2.5CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 6 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 31 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4,7
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, packaging, signed_releases. Los pesos restantes se han renormalizado.
Cómo se puntúa
9.5/35Dependencias directas libres de avisos conocidos — 1 afectados: google.golang.org/grpc v1.46.0 (critical 9.1)
0/25Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
32.6/40Sin avisos pendientes — 1 paquete(s) con avisos sin atender más allá de 90 días; el más antiguo publicado hace 1015 días
Datos de entrada utilizados
sourceosv
advisories48
affected_packages4
assessed_packages7
unassessed_packages0
affected_by_severitycritical 1, high 2, moderate 1
direct_affected_packages1
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos. Los pesos restantes se han renormalizado. Se cotejaron 7 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? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.

46Débil · 4% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 100 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
0/11Configuración de lint / formato
0/11Verificación estática de tipos
10/10Entorno reproducible — lockfile
10/10Práctica demostrada con agentes — 10 de los últimos 100 commits con autoría o crédito de agente
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilesgo.sum
has_dockerfileno
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0,1
toolchain_manifestsgo-api/go.mod, go.mod
dependency_bot_commit_share0
Cómo se puntúa
0/45Código verificable por tipos — Shell sin configuración de verificación de tipos
30/55Tamaños de archivo manejables — 5/11 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageShell
largest_source_bytes1.335.786
source_files_sampled11
oversized_source_files5
Cómo se puntúa
40/40Esquema de API (OpenAPI/GraphQL/proto) — proto/common.proto, proto/feder.proto, proto/milvus.proto, proto/msg.proto, proto/rg.proto, proto/schema.proto, proto/tokenizer.proto
0/20Servidor MCP
0/40Ejemplos ejecutables
Datos de entrada utilizados
example_dirs
has_mcp_signalno
api_schema_filesproto/common.proto, proto/feder.proto, proto/milvus.proto, proto/msg.proto, proto/rg.proto, proto/schema.proto, proto/tokenizer.proto

Datos clave

49estrellas de GitHub
46contribuidores
100commits en los últimos 12 meses
0días desde el último push
50versiones publicadas
8factor bus
69issues 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 ★ / 89 ⇿
0Estrellas
89Forks
46Versiones

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.

0204060801008832022-022024-052026-07
Mayor 0Menor 1Parche 43

Cada punto abarca 4 días.

OpenSSF Scorecard 4.7 / 10
4.7agregado

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 · 2026-08-06 19:29 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
9CI-Tests29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities31 existing vulnerabilities detected
Dependencias directas 2
RegistroPaqueteRestricción de versiónManifiesto
Gogoogle.golang.org/grpcv1.46.0go-api/go.mod
Gogoogle.golang.org/protobufv1.33.0go-api/go.mod
Todas las dependencias 7

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 2 paquetes directos y 5 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Gogoogle.golang.org/grpcv1.46.0directa
Gogoogle.golang.org/protobufv1.33.0directa
Gogithub.com/golang/protobufv1.5.2indirecta
Gogolang.org/x/netv0.0.0-20201021035429-f5854403a974indirecta
Gogolang.org/x/sysv0.0.0-20210119212857-b64e53b001e4indirecta
Gogolang.org/x/textv0.3.3indirecta
Gogoogle.golang.org/genprotov0.0.0-20200526211855-cb27e3aa2013indirecta
Avisos de dependencias 4

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 7 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 4 tienen avisos conocidos, de los cuales 1 son directas.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
google.golang.org/grpcv1.46.0directacrítica61.82.1
golang.org/x/netv0.0.0-20201021035429-f5854403a974indirectaalta3412.0.2
golang.org/x/textv0.3.3indirectaalta50.39.0
golang.org/x/sysv0.0.0-20210119212857-b64e53b001e4indirectamoderada31.18.2

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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        {
          "tag": "v3.0.0",
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        {
          "tag": "v3.0.0-beta",
          "kind": "prerelease",
          "published_at": "2026-04-27T11:33:19Z"
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        {
          "tag": "v2.6.22",
          "kind": "patch",
          "published_at": "2026-07-07T01:08:25Z"
        },
        {
          "tag": "v2.6.21",
          "kind": "patch",
          "published_at": "2026-07-07T01:08:25Z"
        },
        {
          "tag": "v2.6.20",
          "kind": "patch",
          "published_at": "2026-07-07T01:08:25Z"
        },
        {
          "tag": "v2.6.19",
          "kind": "patch",
          "published_at": "2026-06-12T10:30:15Z"
        },
        {
          "tag": "v2.6.18",
          "kind": "patch",
          "published_at": "2026-05-14T12:20:06Z"
        },
        {
          "tag": "v2.6.17",
          "kind": "patch",
          "published_at": "2026-04-24T08:35:39Z"
        },
        {
          "tag": "v2.6.16",
          "kind": "patch",
          "published_at": "2026-04-24T08:35:39Z"
        },
        {
          "tag": "v2.6.15",
          "kind": "patch",
          "published_at": "2026-03-25T06:15:24Z"
        },
        {
          "tag": "v2.6.14",
          "kind": "patch",
          "published_at": "2026-03-25T06:15:24Z"
        },
        {
          "tag": "v2.6.13",
          "kind": "patch",
          "published_at": "2026-02-04T06:51:44Z"
        },
        {
          "tag": "v2.6.12",
          "kind": "patch",
          "published_at": "2026-02-04T06:51:44Z"
        },
        {
          "tag": "v2.6.11",
          "kind": "patch",
          "published_at": "2026-01-28T06:59:28Z"
        },
        {
          "tag": "v2.6.10",
          "kind": "patch",
          "published_at": "2026-01-13T02:49:22Z"
        },
        {
          "tag": "v2.6.9",
          "kind": "patch",
          "published_at": "2026-01-13T02:49:22Z"
        },
        {
          "tag": "v2.6.8",
          "kind": "patch",
          "published_at": "2025-12-24T03:45:13Z"
        },
        {
          "tag": "v2.6.7",
          "kind": "patch",
          "published_at": "2025-11-17T09:31:34Z"
        },
        {
          "tag": "v2.6.6",
          "kind": "patch",
          "published_at": "2025-11-03T08:39:29Z"
        },
        {
          "tag": "v2.6.5",
          "kind": "patch",
          "published_at": "2025-09-18T11:35:53Z"
        },
        {
          "tag": "v2.6.4",
          "kind": "patch",
          "published_at": "2025-09-18T11:35:53Z"
        },
        {
          "tag": "v2.6.3",
          "kind": "patch",
          "published_at": "2025-09-18T11:35:53Z"
        },
        {
          "tag": "v2.6.2",
          "kind": "patch",
          "published_at": "2025-09-03T08:05:46Z"
        },
        {
          "tag": "v2.6.1",
          "kind": "patch",
          "published_at": "2025-08-19T02:43:38Z"
        },
        {
          "tag": "v2.6.0",
          "kind": "minor",
          "published_at": "2025-07-30T03:13:30Z"
        },
        {
          "tag": "v2.6.0-rc.1",
          "kind": "prerelease",
          "published_at": "2025-06-04T03:22:24Z"
        },
        {
          "tag": "v2.5.27",
          "kind": "patch",
          "published_at": "2025-09-23T10:55:56Z"
        },
        {
          "tag": "v2.5.26",
          "kind": "patch",
          "published_at": "2025-09-23T10:55:56Z"
        },
        {
          "tag": "v2.5.25",
          "kind": "patch",
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      ],
      "recent_commits": [
        {
          "oid": "16b288837fbd736f0b8760674fe099dc921043f7",
          "body": "GetPartitionStatisticsRequest was missing the privilege_ext_obj\nannotation that its sibling GetCollectionStatisticsRequest already\ncarries. Because milvus's PrivilegeInterceptor treats a request with\nno privilege_ext annotation as \"no permission required\" and lets it\nthrough (fail-open), an authenti\n[…]\n without PrivilegeGetStatistics will now be\ndenied once milvus core bumps this proto.\n\nSigned-off-by: shaoting-huang <shaoting.huang@zilliz.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: add privilege_ext to GetPartitionStatisticsRequest for RBAC (#652)",
          "author_name": "sthuang",
          "author_login": "shaoting-huang",
          "committed_at": "2026-08-06T08:14:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "80c3763577dda79a621377f6c3fae2822918566d",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "fix: preserve existing RLS proto contracts (#651)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2026-08-06T01:14:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e994281e8de4556950e6f835f163c23c69c50917",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "support element-null (#649)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-08-05T03:00:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c45eae9e4268c8d5d8aac2bd4b61b902d10d7bae",
          "body": "…nscaled int64 (#650)\n\nSigned-off-by: Ayush KAshyap <kashyap11ayush02@gmail.com>",
          "is_bot": false,
          "headline": "doc: define canonical Decimal wire encoding as 8-byte little-endian u…",
          "author_name": "L1ric",
          "author_login": "AyushKashyapII",
          "committed_at": "2026-08-04T09:46:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "659295cc95a304b13c78efb4c8dbaab74bb6d66b",
          "body": "Binlog import (import option backup=true) and L0 import read Milvus's own\ninternal storage layout rather than a caller staging area, which is outside\nthe target collection's namespace. Add a cluster-level privilege so that\ncapability can be authorized separately from the collection-level Import\nprivilege.\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add PrivilegeImportBinlog object privilege (#643)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-08-03T06:38:12Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3f6306acacc3ad46750ad34251efe73c6629f222",
          "body": "…tFile (#641)\n\nAdd a generic common.IDRange {begin, end} message and an optional\npre_allocated_auto_ids field on ImportFile. When set, an import\nmaterializes autoID primary keys from the given per-file range instead of\nallocating them locally, so the resulting primary keys are deterministic\nand know\n[…]\n the import; unset keeps the existing\nallocate-during-import behavior.\n\nissue: #642\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "enhance: add common.IDRange and a pre-allocated autoID range to Impor…",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-08-03T05:24:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "48e24f4fb2b022de81f25565fe379430857172e1",
          "body": "#647 declared PushClientCommandRequest.ttl_seconds `optional` so a server could\napply a default to callers that omitted it while leaving an explicit 0 --\ndocumented as \"no expiry\" -- alone. That reasoning does not survive contact\nwith proto3 implicit presence, and the change costs source compatibili\n[…]\niles.\n\n\nClaude-Session: https://claude.ai/code/session_01GbRxbvRv5qaXVXpNGZLQpW\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: revert ttl_seconds to a plain int64, keeping command_id (#648)",
          "author_name": "James",
          "author_login": "xiaofan-luan",
          "committed_at": "2026-08-01T18:02:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "878676f4dd82666cb8cdb595f4fb4ebfb81982f5",
          "body": "…ed by id (#647)\n\nTwo fields the client-telemetry surface needs, found while auditing it in\nmilvus-io/milvus#51967.\n\n## optional ttl_seconds\n\nThe field is documented as \"0 = no expiry, >0 = auto-expire in seconds\", but a\nplain proto3 int64 cannot tell an omitted field from an explicit 0. That leaves\n[…]\ndded.\n\n\nClaude-Session: https://claude.ai/code/session_01GbRxbvRv5qaXVXpNGZLQpW\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "enhance: give ttl_seconds presence and let telemetry replies be fetch…",
          "author_name": "James",
          "author_login": "xiaofan-luan",
          "committed_at": "2026-08-01T01:19:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6a3828688f2770ff791b85debc595fd6238618c0",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "fix: use dedicated privileges for RLS management (#645)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2026-07-29T10:30:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f7d27f3eb7fe02b8598806f01ea1b03f19b721e",
          "body": "* feat: add async snapshot export job APIs\n\nissue: #44358\n\nExportSnapshot currently returns only after provider-side copies finish,\nwhich prevents durable progress tracking and restart recovery.\n\nAdd the job-based export response and GetExportSnapshotState contract while\nretaining field 2 as depreca\n[…]\ned by a completed export bundle and remains zero before\ncompletion.\n\nValidation:\n- git diff --check\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>\n\n---------\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add async snapshot export job APIs (#644)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-07-29T03:56:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "22b6017dd46a0ad4a0c774dd7302d99da315b029",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "support recursively array schema (#640)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-07-28T08:48:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f95888a4df32707d2bf1b76c56efb7d5c81370ea",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add row-level security proto APIs (#628)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2026-07-27T09:18:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "41abf2b28511609f29ccd151905d5928111a9227",
          "body": "* feat: add UUIDArray to IDs proto for type-safe UUID primary keys\n\nAdd UUIDArray message (repeated bytes, each element 16 bytes) and\nuuid_id = 3 to the IDs oneof so UUID primary keys have a dedicated\nfield instead of sharing StrId with VarChar keys.\n\nThis makes ParseIDs2PrimaryKeys type-safe withou\n[…]\nol25@users.noreply.github.com>\n\n---------\n\nSigned-off-by: Shreyas S Joshi <156504459+BlackPool25@users.noreply.github.com>\nSigned-off-by: Shreyas Joshi <156504459+BlackPool25@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add UUIDArray to IDs proto for type-safe UUID primary keys (#639)",
          "author_name": "Shreyas S Joshi",
          "author_login": "BlackPool25",
          "committed_at": "2026-07-24T04:12:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dd14a6584383e58d20f32f39d1a43890ec5771e0",
          "body": "Add UUID = 28 to the DataType enum for native UUID primary key\nsupport in Milvus. UUIDs are stored as 16-byte binary values.\n\n- proto/schema.proto: UUID = 28 added between Mol (27) and BinaryVector (100)\n- go-api/schemapb/schema.pb.go: DataType_UUID const, name map, and value map\n\nThe proto validate\n[…]\nssfully with:\n  python -m grpc_tools.protoc -I ./proto --python_out=. ./proto/schema.proto\n\nissue: milvus-io/milvus#50957\n\nSigned-off-by: Shreyas Joshi <156504459+BlackPool25@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add UUID field type to DataType enum (#636)",
          "author_name": "Shreyas S Joshi",
          "author_login": "BlackPool25",
          "committed_at": "2026-07-19T03:12:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0fb0d5bcf2e2ff4dff30683e5aa0f8991a20d011",
          "body": "Signed-off-by: Ayush KAshyap <kashyap11ayush02@gmail.com>",
          "is_bot": false,
          "headline": "feat: add Decimal DataType for fixed-point numeric fields (#630)",
          "author_name": "L1ric",
          "author_login": "AyushKashyapII",
          "committed_at": "2026-07-13T19:08:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7efdf25099dd41c8215f47b7a6525aa0e22eea32",
          "body": "… (#632)\n\nproto3 forbids raw binary in a string field (UTF-8 enforced), so a client\npre-built membership-filter blob (bloom/roaring/bitset) currently has to be\nbase64-encoded onto string_val (~33% inflation). Add a bytes bytes_val = 6\nvariant to the TemplateValue oneof so such blobs travel as raw bytes.\n\nSigned-off-by: xiaofanluan <xf@hjjaq.com>\nCo-authored-by: xiaofanluan <xf@hjjaq.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add bytes_val to TemplateValue for raw binary expression params…",
          "author_name": "James",
          "author_login": "xiaofan-luan",
          "committed_at": "2026-07-12T21:23:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1aa0f3b3f5b6a073ac8186ca0db15b2a7dc618a3",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "add namespace APIs (#626)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2026-07-01T11:20:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa142bbae2e03e20277d807af6218590d8da9e40",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "add prewarm task api (#624)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2026-06-30T12:04:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f36c2a6b3279bceb2cafd376b03e4e00490cdcfe",
          "body": "* add Date and Time Datatype\n\nSigned-off-by: Ilya <qubelord777@gmail.com>\n\n* updated go-api\n\nSigned-off-by: Ilya <qubelord777@gmail.com>\n\n---------\n\nSigned-off-by: Ilya <qubelord777@gmail.com>",
          "is_bot": false,
          "headline": "add Date and Time Datatype (#621)",
          "author_name": "Eelyousha",
          "author_login": "Eelyousha",
          "committed_at": "2026-06-30T08:44:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0912ffa3f8efe9cd45ed836b58734d82370c7f57",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "add prewarm api (#622)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2026-06-29T09:42:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7262f8042a558016722cced7800ee2acd37f47fa",
          "body": "Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "Add chain api proto (#620)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2026-06-25T07:56:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e378dbfa23a2abc16378e8c7e525754c48d82e4b",
          "body": "Signed-off-by: alohaha22 <shawn.work1229@outlook.com>",
          "is_bot": false,
          "headline": "Add inclusive start option to DumpMessages (#616)",
          "author_name": "alohaha22",
          "author_login": "alohaha22",
          "committed_at": "2026-06-15T06:22:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d04ae0302d3201bae6552804f561ce19e7fa3e41",
          "body": "issue: #613\n\nSigned-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: add predicate payload to DeleteRequest (#613) (#614)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-06-15T03:18:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43795e8f8f6eac62d673592f9ad28ea6ea3acdad",
          "body": "Summary:\n- Add role descriptions and the AlterRole RPC contract.\n- Add MsgType_AlterRole and regenerate Go bindings.\n\nRationale:\n- Role descriptions need a single proto field for create, read, and edit paths.\n- AlterRole uses role_name as the locator and description as the only mutable role field.\n\n\n[…]\npi && go build ./... > /tmp/build.log 2>&1; echo exit=0\n- cd go-api && gofmt -l .\n- rg generated GetDescription getters and MsgType_AlterRole\n\nSigned-off-by: shaoting-huang <shaoting.huang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add AlterRole proto (#611)",
          "author_name": "sthuang",
          "author_login": "shaoting-huang",
          "committed_at": "2026-06-12T10:06:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2dd6aa4596bc198b66f7c56d9763d1758032623b",
          "body": "Summary:\n- Add description fields to credential create/update requests and user results.\n- Regenerate the Go API binding for the milvus proto schema.\n\nRationale:\n- Request description fields are proto3 optional so callers can distinguish omitted values from an explicit empty string.\n- UserResult exp\n[…]\n(exit=0)\n- cd go-api && go build ./... > /tmp/build.log 2>&1; echo exit=$? (exit=0)\n- gofmt -l go-api\n- rg generated GetDescription accessors\n\nSigned-off-by: shaoting-huang <shaoting.huang@zilliz.com>",
          "is_bot": false,
          "headline": "feat(rbac): add credential user descriptions (#610)",
          "author_name": "sthuang",
          "author_login": "shaoting-huang",
          "committed_at": "2026-06-12T09:56:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8daa6dc555e6a42c3c5b83cf6386e94bd783481c",
          "body": "* Remove index_status from AlterCollectionSchemaResponse\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>\n\n* Add drop function output fields flag\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>\n\n---------\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>",
          "is_bot": false,
          "headline": "Update AlterCollectionSchema drop proto fields (#608)",
          "author_name": "sijie-ni-0214",
          "author_login": "sijie-ni-0214",
          "committed_at": "2026-06-11T03:34:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e90ee63ad3fceea966ff1a051db5b4e4deec76b6",
          "body": "* feat: add external snapshot restore proto\n\nAdd the RestoreExternalSnapshot service API and request/response messages.\n\nDefine a dedicated RestoreExternalSnapshot privilege for global restore authorization.\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>\n\n* feat: add snapshot foreign storage API field\n[…]\nttings.\n\nValidation:\n\n- git diff --check\n\n- rg old snapshot storage field names in proto and go-api\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>\n\n---------\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add snapshot export and external restore APIs (#612)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-06-08T07:14:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "489331a5a41f5bf733f09a147b99fc9420b4f881",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "Add namespace field in DeleteRequest (#606)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2026-05-26T09:38:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "551b5154e14318a76761fdeaf2ce1c2ccf781892",
          "body": "Add a per-level search_size field so search aggregation can request a larger candidate bucket budget without changing returned bucket size.\n\nSigned-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add search aggregation search size (#600)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-05-15T06:14:23Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9b60a053353ff0ab6ec9b8bdb8d2ac5ef4292795",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "add AddCollectionStructField API (#602)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-05-14T12:18:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6a2887cfded61a9cc4b8b3e8bc541cf3e706b1a",
          "body": "Allow PR automation to match numeric release branches like 3.0 instead\nof only 2.x.\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: support x.y version branches in Mergify rules (#597)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2026-05-06T12:02:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5b77584c71047f3360c6e48b307ad96aedbb17d",
          "body": "Signed-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: add external spec to refresh job info (#595)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-05-06T06:44:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c9f705f3cc7fa4525db53d0cca8950d87fb231c9",
          "body": "Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Bump package go-api/v2 to go-api/v3 (#592)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2026-04-28T09:23:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35123cf8e6bf46f5b7a76a0a02303b9ec9294899",
          "body": "Signed-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add search aggregation proto contracts (#48971) (#589)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-04-24T09:45:39Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "440b7668b9e384fbb160ba33120b2e6c8dcb6795",
          "body": "…587)\n\nRename Extension.ReportRefused to a more general ReportAction(..., action\nstring), so additional out-of-band audit events (e.g. restful-return) can be\ndispatched through the same entry point without further expanding the\nExtension interface.\n\nSigned-off-by: aoiasd <zhicheng.yue@zilliz.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "enhance: generalize hook Extension.ReportRefused into ReportAction (#…",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2026-04-24T08:35:39Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "04b6d9ff464428b8a1bc45e15d6af0010a9f00e6",
          "body": "issue: #49241\n\nIntroduce FieldPartialUpdateOp and attach it to UpsertRequest.field_ops\nso upsert requests can carry field-level partial-update directives.\nFieldData remains a pure data carrier to avoid leaking op semantics\ninto InsertRequest / QueryResults / SearchResultData / msgstream paths\nand to\n[…]\nejected by\nthe server.\n\nproto3 unknown-field semantics keep the change backward compatible:\nolder servers simply ignore field_ops and fall back to REPLACE.\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add FieldPartialUpdateOp for Array field partial update ops (#586)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-04-22T10:09:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "07e91f18b271b2aeb5ac8f973c8369ccc0f02dc2",
          "body": "Extend DropRequest oneof identifier with function_name field,\nenabling drop function with cascade deletion of output fields.\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add function_name to AlterCollectionSchema DropRequest (#583)",
          "author_name": "sijie-ni-0214",
          "author_login": "sijie-ni-0214",
          "committed_at": "2026-04-22T03:35:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28760e7d66edf6513199deca6547298a9cca4cb7",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "support null for struct (#578)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-04-20T04:01:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08c2505b8be198f2feeb744badccc99cf57e88f4",
          "body": "Signed-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: change order_by values to group by values (#582)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-04-13T07:45:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53649783989c45dcc7907f337d9f6cb34ca3fd94",
          "body": "issue: https://github.com/milvus-io/milvus/issues/44358\n\nAdd Pin/Unpin snapshot data RPCs to protect snapshot-referenced data\nfrom GC during restore operations. Pin returns a unique pin_id for\nlater Unpin. Includes optional TTL support and Global-level RBAC\nprivileges (PrivilegePinSnapshotData=87, PrivilegeUnpinSnapshotData=88).\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add PinSnapshotData and UnpinSnapshotData APIs (#576)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-03-23T08:15:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe1b25e57c40e2faf4fc55cfda213dfbcb59ef49",
          "body": "issue: https://github.com/milvus-io/milvus/issues/44358\n\nAdd compaction_protection_seconds field to CreateSnapshotRequest,\nallowing users to specify a duration during which snapshot-referenced\nsegments are protected from compaction.\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add compaction_protection_seconds to CreateSnapshotRequest (#574)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-03-12T11:49:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f6191ed80e3b7733d4fc2a2fa62c0444583349c1",
          "body": "issue: milvus-io/milvus#44358\n\n- Change snapshot privilege object_type from Global to Collection\n- Add db_name and collection_name fields to DropSnapshotRequest\n  and DescribeSnapshotRequest for collection-level authorization\n- Add target_db_name and target_collection_name to\n  RestoreSnapshotRequest for cross-collection restore support\n- Remove privilege check from GetRestoreSnapshotStateRequest\n  since it only queries job status by job_id\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Bind snapshot lifecycle to collection scope (#573)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-03-09T10:33:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b5776d31f2b1dc1591e4fa6229e0840b674d031",
          "body": "…568)\n\nAdd proto definitions for data salvage feature in force failover:\n\n1. Add salvage_checkpoint to GetReplicateInfoResponse\n   - Captured during force promote\n   - Represents the last synced position from the old primary\n   - Used by data salvage tools to determine starting position\n\n2. Add Dump\n[…]\ndd DumpMessages RPC to MilvusService\n   - Streaming RPC for dumping WAL messages\n   - Typically used after force failover to recover unsync'd messages\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "feat: add DumpMessages API and salvage_checkpoint for data salvage (#…",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-03-09T06:35:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e7e54d966ef2b203b9e3d8ee7439212e1a097b29",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "Support element-level for Query (#572)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2026-03-04T06:25:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2c299650f7e5a2b66777ed4948dcd54d5547dbd",
          "body": "…#557)\n\nissue: #45881\n\nThis commit adds proto definitions for refreshing external table data:\n\n- Add RefreshExternalTable RPC to trigger async refresh job\n- Add GetRefreshExternalTableProgress RPC to query job progress\n- Add ListRefreshExternalTableJobs RPC to list refresh jobs\n- Add RefreshExternal\n[…]\non is async and returns a job_id for tracking.\nJobs support progress monitoring (0-100%) and state transitions\n(Pending -> InProgress -> Completed/Failed).\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add RefreshExternalTable APIs for external collection support (…",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2026-02-02T03:52:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "046ced892c8bbd3f3fb3bc61ecc15ce41aadcb8c",
          "body": "Add proto definitions for GetReplicateConfiguration API:\n- Add PrivilegeGetReplicateConfiguration enum (value 85) to ObjectPrivilege\n- Add GetReplicateConfiguration RPC to MilvusService\n- Add GetReplicateConfigurationRequest message with privilege extension\n- Add GetReplicateConfigurationResponse me\n[…]\naude.ai/code)\nvia [Happy](https://happy.engineering)\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>\nCo-authored-by: Claude <noreply@anthropic.com>\nCo-authored-by: Happy <yesreply@happy.engineering>",
          "is_bot": false,
          "headline": "feat: add GetReplicateConfiguration API (#566)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-01-29T06:59:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6a0650dea8ecf2c70b5f1661a9247a7887ce83bc",
          "body": "Add proto definitions for client telemetry feature that enables:\n        - Client heartbeat for status reporting and command delivery\n        - GetClientTelemetry for querying connected clients and metrics\n        - PushClientCommand for sending commands to specific clients\n        - DeleteClientCom\n[…]\ns, OperationMetrics for operation statistics\n        - ClientCommand, CommandReply for command framework\n        - ErrorDetail for error reporting\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add client telemetry API for real-time client monitoring (#564)",
          "author_name": "Xiaofan",
          "author_login": "xiaofan-luan",
          "committed_at": "2026-01-23T15:30:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2b8e77d12475f384e123bc879f41a0d622bc1d37",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Support force failover (#560)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-01-23T07:03:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a8317d1c64b51b1fe7e349bd2dbc4225868ed51",
          "body": "Signed-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: support search order by(#562) (#563)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2026-01-20T04:01:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3452b3ee94242fcae14e6f617a89ab3b91a55b17",
          "body": "* feat: add MOL data type support\n\n- Add DataType::Mol (27) in DataType enum\n- Add MolArray message for storing processed MOL data (pickle format)\n- Add MolSmilesArray message for storing user input SMILES strings\n- Add mol_data and mol_smiles_data fields in ScalarField message\n- Update generated Go\n[…]\n\n- This enables molecular fingerprint generation function support\n- Related to MOL data type implementation\n\nSigned-off-by: xiejh <862103595@qq.com>\n\n---------\n\nSigned-off-by: xiejh <862103595@qq.com>",
          "is_bot": false,
          "headline": "feat: add MOL data type support (#554)",
          "author_name": "862103595",
          "author_login": "862103595",
          "committed_at": "2026-01-16T08:59:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c7feeb806088e6e6671596411d68ac3b6e1de0c9",
          "body": "Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Highlight add score data (#555)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2026-01-13T02:49:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e76c721485549dbdda33b251c7d5f0fe88696e1",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Deprecate legacy CDC/replicate (#552)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2026-01-04T02:15:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e638a7cacdbf3adeac6d11464220e8b6606c05c",
          "body": "* enhance: Add BatchUpdate API\n\nRelated to milvus-io/milvus#46358\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>\n\n* Add field ids\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>\n\n* update signature\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>\n\n---------\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Add BatchUpdate API (#546)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-12-30T02:45:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa678197de173a8c9f401e57be6bd6c1f0cc0824",
          "body": "Signed-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "feat: add enable_namespace in CollectionSchema (#550)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2025-12-25T07:23:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2fbe2627f1c3a25e992400c80243c96fb6083b5",
          "body": "Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "Fix the bug related to function editing interface permissions (#548)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2025-12-24T03:39:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f415d420437fe01e2bee59a852827b541735ecff",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "Save realted file resource ids in collection schema (#545)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-12-18T03:19:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "deda9c0dcecea902bb82972c85767e6e99e5e191",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Return flushall message in response (#541)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-12-15T07:53:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9eeb15b98b0c1b7145a5b4545cf4f9c9cd3f0d05",
          "body": "Signed-off-by: cqy123456 <qianya.cheng@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: add MinHash FunctionType (#496)",
          "author_name": "cqy123456",
          "author_login": "cqy123456",
          "committed_at": "2025-12-11T12:43:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad5ef48113d030accbfdfbad62de3a044555f354",
          "body": "Signed-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: add properties for segment backfill(#523) (#524)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2025-12-10T10:49:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f971c5ee7dc9ba16e885f8890e2842a3c81ab81",
          "body": "Signed-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Add TruncateCollectionResponse message (#540)",
          "author_name": "sijie-ni-0214",
          "author_login": "sijie-ni-0214",
          "committed_at": "2025-12-10T06:43:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6087c9c0bad69f581a90481b2aaa7e8af5b3350e",
          "body": "Signed-off-by: Wei Liu <wei.liu@zilliz.com>\nCo-authored-by: liliu-z <105927039+liliu-z@users.noreply.github.com>\nCo-authored-by: Li Liu <li.liu@zilliz.com>",
          "is_bot": false,
          "headline": "Support Search By PK (#512) (#536)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-12-10T03:09:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f57ce94a6a1e1c4a314b84197632b3d3e1083098",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Rename control channel (#539)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-12-09T03:49:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "536281f0914d654249936b7d7371b9af7db92dc9",
          "body": "Signed-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Return cluster info in flushall response (#537)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-12-08T03:51:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04b65d2e890b35db8e32c6c6fa039779a8c16b45",
          "body": "issue: milvus-io/milvus#44358\nAdd snapshot-related protobuf definitions and RPC services:\n- Add snapshot privilege definitions in common.proto\n- Add snapshot RPC services in milvus.proto\n- Add snapshot.proto with request/response messages\n- Update proto generation script to include snapshot files\n\nThis provides the foundation for implementing snapshot-based backup and restore\nfunctionality with proper privilege control.\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add snapshot API definitions for backup and restore (#483)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-12-04T02:55:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fae611fe6ecc95d928ea8d8f3b12f777b98b58b",
          "body": "This reverts commit 0b96e4c8af45f842009549bca43bb8eae1257fb4.\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "Revert \"Support Search By PK (#512)\" (#532)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-12-03T03:17:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ae73d554b80f23772905a5b10bd466c7559f42bb",
          "body": "Signed-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "polish field name (#531)",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "weak",
        "name": "Security",
        "value": 49,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "weak",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "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 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "31 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 7 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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 7
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "source": "osv",
              "advisories": 48,
              "affected_packages": 4,
              "assessed_packages": 7,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 2, moderate 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: google.golang.org/grpc v1.46.0 (critical 9.1)",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "google.golang.org/grpc v1.46.0 (critical 9.1)"
                    }
                  }
                ],
                "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": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 1015 days ago",
                "points": 32.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 1015
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 7,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 6
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "weak",
        "name": "AI Readiness",
        "value": 46,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.1,
              "toolchain_manifests": [
                "go-api/go.mod",
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "10 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 10,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "at_risk",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 30,
            "inputs": {
              "primary_language": "Shell",
              "largest_source_bytes": 1335786,
              "source_files_sampled": 11,
              "oversized_source_files": 5
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Shell without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Shell"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "5/11 source files over 60KB",
                "points": 30,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 11,
                      "oversized": 5
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": false,
              "api_schema_files": [
                "proto/common.proto",
                "proto/feder.proto",
                "proto/milvus.proto",
                "proto/msg.proto",
                "proto/rg.proto",
                "proto/schema.proto",
                "proto/tokenizer.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "proto/common.proto, proto/feder.proto, proto/milvus.proto, proto/msg.proto, proto/rg.proto, proto/schema.proto, proto/tokenizer.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "proto/common.proto, proto/feder.proto, proto/milvus.proto, proto/msg.proto, proto/rg.proto, proto/schema.proto, proto/tokenizer.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library"
      ],
      "labels": [
        "library"
      ],
      "scores": {
        "library": 8,
        "network-service": 3
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "library",
          "source": "tree.go_importable",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "network-service",
          "source": "api_schema",
          "weight": 3
        },
        {
          "tier": "description",
          "label": "library",
          "source": "description:library",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-06T19:30:07.139541Z",
  "schema_version": "0.31.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/milvus-io/milvus-proto.svg",
  "full_name": "milvus-io/milvus-proto",
  "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 v2.5.0, esquema v0.31.0 — metodología completa · wiki de métricas.

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