Informe de salud del softwareesquema 0.27.0 · métricas 2.3.1 · 2026-07-26 04:07 UTC

qdrant / qcloud-cli

The Command Line Interface for Qdrant Cloud

GoApache-2.0★ 18 estrellas⑂ 1 forkdesde mar 2026Ver en GitHub ↗

TipoHerramienta de línea de comandosBibliotecacómo se determina

qdrant/qcloud-cli tiene un índice de salud de 80 sobre 100, lo que lo sitúa en la banda Excelente. Su puntuación más alta es AI Readiness (91/100) y la más baja, Community & Adoption (43/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

global / 100

Excelente

Índice de salud del software

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

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)

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 68 se calibra a 80 en la escala publicada del índice (calibración del registro 2026-08-02).

Titularidad

QdrantOrganización

1770 seguidores132 repositorios públicosdesde oct 2020

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/qdrant/qcloud-cli	v0.25.0	-	39	hace 8 días

Métricas por categoría

Vitalidad

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

79Bueno · 21% del índice global

Actividad de desarrollo

72Bueno

Cómo se puntúa

36/36	Recencia de push — último push hace 0 días
8.3/36	Cadencia de commits — 12/52 semanas con commits
18/18	Volumen de commits — 203 commits en el último año
10/10	OpenSSF Scorecard: Maintained — 17 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

Datos de entrada utilizados

commits_last_year	203
human_commit_share	0,85
days_since_last_push	0
active_weeks_last_year	12

Disciplina de publicación

90Excelente

Cómo se puntúa

27/27	Publica versiones — 39 versiones publicadas
36/36	Recencia de las versiones — última versión hace 8 días
27/27	Cadencia de publicación — una versión cada ~11,8 días
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Datos de entrada utilizados

releases_count	39
latest_release_tag	v0.25.0
releases_from_tags	no
days_since_latest_release	8
mean_days_between_releases	11,8

Comunidad y Adopción

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

43Débil · 17% del índice global

Popularidad y adopción

20En riesgo

Cómo se puntúa

20/60	Estrellas — 18 estrellas
0/25	Forks — 1 forks
0/15	Observadores — 1 observadores

Datos de entrada utilizados

forks	1
stars	18
watchers	1
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Salud de la comunidad

70Bueno

Cómo se puntúa

22.5/22.5	README
22.5/22.5	Licencia — licencia reconocida (Apache-2.0)
18/18	Guía CONTRIBUTING
0/13.5	Código de conducta
0/7.2	Plantilla de issues
0/6.3	Plantilla de PR

Datos de entrada utilizados

has_readme	sí
has_license	sí
readme_badges	—
has_contributing	sí
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	—
has_pull_request_template	no

Sostenibilidad y Gobernanza

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

69Bueno · 23% del índice global

Resiliencia de mantenedores (factor bus)

24En riesgo

Cómo se puntúa

9/54	Factor bus — la mitad de los commits recae en 1 contribuyente(s)
5.5/22.5	Distribución de commits — el principal contribuyente firma el 75% de los commits
6.8/13.5	Amplitud de contribuyentes — 5 contribuyentes
3/10	OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3

Datos de entrada utilizados

bus_factor	1
contributors_sampled	5
top_contributor_share	0,754

Capacidad de respuesta a issues y PR

90Excelente

Cómo se puntúa

0/42	Resolución de issues — sin issues o sin datos
25.7/30	Aceptación de PR — 136/159 PR decididos fusionados
0/13	Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d
15/15	OpenSSF Scorecard: Code-Review — all changesets reviewed

Datos de entrada utilizados

merged_prs	136
open_issues	0
closed_issues	0
prs_merged_7d	—
prs_decided_7d	—
prs_merged_30d	—
prs_decided_30d	—
issue_closed_ratio	—
closed_unmerged_prs	23
first_time_authors_30d	—
first_time_prs_merged_30d	—
first_time_prs_decided_30d	—

Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues, newcomer_pr_acceptance. Los pesos restantes se han renormalizado.

Propiedad y custodia

78Bueno

Cómo se puntúa

30/30	Respaldo de la propiedad — propiedad de una organización
0/20	Dominio verificado
23.4/25	Alcance del propietario — 1770 seguidores de qdrant
24.5/25	Trayectoria — 132 repos públicos, cuenta de ~5 años

Datos de entrada utilizados

followers	1770
owner_type	Organization
is_verified	—
owner_login	qdrant
public_repos	132
account_age_days	2098

Mantenimiento de paquetes

100Excepcional

Cómo se puntúa

25/25	Publicado y resoluble — 1 paquete(s) en go
35/35	Recencia de publicación — última publicación hace 8 días
20/20	Historial de versiones — 39 versiones en el registro
20/20	No obsoleto — activo, ni obsoleto ni retirado

Datos de entrada utilizados

packages	github.com/qdrant/qcloud-cli
ecosystems	go
any_deprecated	no
min_days_since_publish	8

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

76Bueno · 19% del índice global

Prácticas de ingeniería

84Excelente

Cómo se puntúa

24/24	Flujos de trabajo de CI — 6 flujo(s) de trabajo
24/24	Pruebas presentes
16/16	Configuración de linter — .golangci.yml
0/9.6	Hooks de pre-commit
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 30 out of 30 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

65Bueno

Cómo se puntúa

30/30	README
25/25	Directorio de documentación
0/15	Sitio de documentación / página del proyecto
10/10	Descripción del repositorio
0/10	Topics
0/10	Wiki

Datos de entrada utilizados

topics	—
has_wiki	no
homepage	—
has_readme	sí
has_docs_dir	sí
has_description	sí

Seguridad

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

65Bueno · 16% del índice global

Postura de seguridad

65Bueno

Cómo se puntúa

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3.8/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 30 out of 30 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
0.8/2.5	Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	Licencia — license file detected
7.5/7.5	Maintained — 17 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5	Packaging — sin datos
5/5	Pinned-Dependencies — all dependencies are pinned
4.5/5	SAST — SAST tool is not run on all commits -- score normalized to 9
0/5	Security-Policy — security policy file not detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
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	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	6,5

Excluidos de la puntuación (sin datos o no aplicable): packaging. Los pesos restantes se han renormalizado.

Avisos de dependencias

66Bueno

Cómo se puntúa

9.5/35	Dependencias directas libres de avisos conocidos — 1 afectados: google.golang.org/grpc v1.82.0 (critical 9.1)
0/25	Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
40/40	Sin avisos pendientes — ningún aviso lleva público más de 90 días

Datos de entrada utilizados

source	osv
advisories	2
affected_packages	2
assessed_packages	51
unassessed_packages	0
affected_by_severity	critical 1, unknown 1
direct_affected_packages	1

Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos. Los pesos restantes se han renormalizado. Se cotejaron 51 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.

91Excelente · 4% del índice global

Contexto y guía para agentes

85Excelente

Cómo se puntúa

45/45	Instrucciones para agentes — AGENTS.md
0/15	Documentación legible por máquinas (llms.txt)
40/40	Historial de commits legible — 85 de 85 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)

Datos de entrada utilizados

has_llms_txt	no
legible_history_share	1
agent_instruction_files	AGENTS.md
agent_instruction_max_bytes	10.693

Bucle de verificación (compilación / pruebas / verificación de tipos)

92Excelente

Cómo se puntúa

18/18	Arranque con un solo comando — Makefile, mise.toml
22/22	Pruebas automatizadas
11/11	Configuración de lint / formato — .golangci.yml
11/11	Verificación estática de tipos — Go (tipado estático)
10/10	Entorno reproducible — lockfile
2/10	Práctica demostrada con agentes — 1 de los últimos 100 commits con autoría o crédito de agente
8/8	Mantenimiento automatizado — 15 de los últimos 100 commits son actualizaciones automáticas de dependencias
10/10	OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned

Datos de entrada utilizados

has_nix	no
has_tests	sí
lockfiles	go.sum
has_dockerfile	no
typed_language	sí
bootstrap_files	Makefile, mise.toml
has_devcontainer	no
has_linter_config	sí
typecheck_configs	—
agent_commit_share	0,01
toolchain_manifests	go.mod
dependency_bot_commit_share	0,15

Legibilidad del código para modelos

100Excepcional

Cómo se puntúa

45/45	Código verificable por tipos — Go (tipado estático)
55/55	Tamaños de archivo manejables — 0/224 archivos fuente de más de 60 KB

Datos de entrada utilizados

primary_language	Go
largest_source_bytes	36.739
source_files_sampled	224
oversized_source_files	0

Datos clave

18estrellas de GitHub

5contribuidores

203commits en los últimos 12 meses

0días desde el último push

39versiones publicadas

1factor bus

0issues abiertas

Goecosistemas de paquetes

Advertencias de recopilación de datos

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

Más detalle

OpenSSF Scorecard 6.5 / 10

6.5agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-26 04:07 UTC

10	Binary-Artifacts	no binaries found in the repo
5	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	30 out of 30 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
3	Contributors	project has 1 contributing companies or organizations -- score normalized to 3
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	17 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/d	Packaging	packaging workflow not detected
10	Pinned-Dependencies	all dependencies are pinned
9	SAST	SAST tool is not run on all commits -- score normalized to 9
0	Security-Policy	security policy file not detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
8	Vulnerabilities	2 existing vulnerabilities detected

Dependencias directas 14

Registro	Paquete	Restricción de versión	Manifiesto
Go	github.com/creativeprojects/go-selfupdate	`v1.5.2`	go.mod
Go	github.com/dustin/go-humanize	`v1.0.1`	go.mod
Go	github.com/google/uuid	`v1.6.0`	go.mod
Go	github.com/jedib0t/go-pretty/v6	`v6.8.1`	go.mod
Go	github.com/pkg/browser	`v0.0.0-20240102092130-5ac0b6a4141c`	go.mod
Go	github.com/qdrant/qdrant-cloud-public-api	`v0.158.0`	go.mod
Go	github.com/robfig/cron/v3	`v3.0.1`	go.mod
Go	github.com/spf13/cobra	`v1.10.2`	go.mod
Go	github.com/spf13/pflag	`v1.0.10`	go.mod
Go	github.com/spf13/viper	`v1.21.0`	go.mod
Go	github.com/stretchr/testify	`v1.11.1`	go.mod
Go	google.golang.org/grpc	`v1.82.0`	go.mod
Go	google.golang.org/protobuf	`v1.36.11`	go.mod
Go	gopkg.in/yaml.v3	`v3.0.1`	go.mod

Todas las dependencias 51

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 14 paquetes directos y 37 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

Registro	Paquete	Versión	Relación
Go	github.com/creativeprojects/go-selfupdate	`v1.5.2`	directa
Go	github.com/dustin/go-humanize	`v1.0.1`	directa
Go	github.com/google/uuid	`v1.6.0`	directa
Go	github.com/jedib0t/go-pretty/v6	`v6.8.1`	directa
Go	github.com/pkg/browser	`v0.0.0-20240102092130-5ac0b6a4141c`	directa
Go	github.com/qdrant/qdrant-cloud-public-api	`v0.158.0`	directa
Go	github.com/robfig/cron/v3	`v3.0.1`	directa
Go	github.com/spf13/cobra	`v1.10.2`	directa
Go	github.com/spf13/pflag	`v1.0.10`	directa
Go	github.com/spf13/viper	`v1.21.0`	directa
Go	github.com/stretchr/testify	`v1.11.1`	directa
Go	google.golang.org/grpc	`v1.82.0`	directa
Go	google.golang.org/protobuf	`v1.36.11`	directa
Go	gopkg.in/yaml.v3	`v3.0.1`	directa
Go	buf.build/gen/go/bufbuild/protovalidate/protocolbuffers/go	`v1.36.11-20260709200747-435963d16310.1`	indirecta
Go	code.gitea.io/sdk/gitea	`v0.22.1`	indirecta
Go	github.com/42wim/httpsig	`v1.2.3`	indirecta
Go	github.com/cpuguy83/go-md2man/v2	`v2.0.6`	indirecta
Go	github.com/davecgh/go-spew	`v1.1.1`	indirecta
Go	github.com/davidmz/go-pageant	`v1.0.2`	indirecta
Go	github.com/fsnotify/fsnotify	`v1.9.0`	indirecta
Go	github.com/go-fed/httpsig	`v1.1.0`	indirecta
Go	github.com/go-viper/mapstructure/v2	`v2.4.0`	indirecta
Go	github.com/google/go-github/v74	`v74.0.0`	indirecta
Go	github.com/google/go-querystring	`v1.1.0`	indirecta
Go	github.com/hashicorp/go-cleanhttp	`v0.5.2`	indirecta
Go	github.com/hashicorp/go-retryablehttp	`v0.7.8`	indirecta
Go	github.com/hashicorp/go-version	`v1.8.0`	indirecta
Go	github.com/inconshreveable/mousetrap	`v1.1.0`	indirecta
Go	github.com/masterminds/semver/v3	`v3.4.0`	indirecta
Go	github.com/mattn/go-runewidth	`v0.0.16`	indirecta
Go	github.com/pelletier/go-toml/v2	`v2.2.4`	indirecta
Go	github.com/pmezard/go-difflib	`v1.0.0`	indirecta
Go	github.com/rivo/uniseg	`v0.4.7`	indirecta
Go	github.com/russross/blackfriday/v2	`v2.1.0`	indirecta
Go	github.com/sagikazarmark/locafero	`v0.11.0`	indirecta
Go	github.com/sourcegraph/conc	`v0.3.1-0.20240121214520-5f936abd7ae8`	indirecta
Go	github.com/spf13/afero	`v1.15.0`	indirecta
Go	github.com/spf13/cast	`v1.10.0`	indirecta
Go	github.com/subosito/gotenv	`v1.6.0`	indirecta
Go	github.com/ulikunitz/xz	`v0.5.15`	indirecta
Go	gitlab.com/gitlab-org/api/client-go	`v1.9.1`	indirecta
Go	go.yaml.in/yaml/v3	`v3.0.4`	indirecta
Go	golang.org/x/crypto	`v0.54.0`	indirecta
Go	golang.org/x/net	`v0.57.0`	indirecta
Go	golang.org/x/oauth2	`v0.36.0`	indirecta
Go	golang.org/x/sys	`v0.47.0`	indirecta
Go	golang.org/x/text	`v0.40.0`	indirecta
Go	golang.org/x/time	`v0.14.0`	indirecta
Go	google.golang.org/genproto/googleapis/api	`v0.0.0-20260713224248-f5fc221cf8c4`	indirecta
Go	google.golang.org/genproto/googleapis/rpc	`v0.0.0-20260713224248-f5fc221cf8c4`	indirecta

Avisos de dependencias 2

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 51 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 2 tienen avisos conocidos, de los cuales 1 son directas.

Paquete	Versión	Relación	Gravedad	Avisos	Corregido en
google.golang.org/grpc	`v1.82.0`	directa	crítica	1	`1.82.1`
golang.org/x/crypto	`v0.54.0`	indirecta	desconocida	1	—

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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        "Makefile": 1155
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      "pushed_at": "2026-07-25T07:34:22Z",
      "created_at": "2026-03-09T16:17:58Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-17T16:21:49Z",
      "description": "The Command Line Interface for Qdrant Cloud",
      "is_archived": false,
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      "license_spdx": "Apache-2.0",
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      "type": "Organization",
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      "created_at": "2020-10-26T23:12:05Z",
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      "public_repos": 132,
      "account_age_days": 2098
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    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.25.0",
          "kind": "minor",
          "published_at": "2026-07-17T16:22:09Z"
        },
        {
          "tag": "v0.24.2",
          "kind": "patch",
          "published_at": "2026-05-20T10:24:07Z"
        },
        {
          "tag": "v0.24.1",
          "kind": "patch",
          "published_at": "2026-04-29T13:44:10Z"
        },
        {
          "tag": "v0.24.0",
          "kind": "minor",
          "published_at": "2026-04-22T14:19:39Z"
        },
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        {
          "oid": "dba5e31b39c46c009666a925c960cddac5f3cefb",
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          "is_bot": false,
          "headline": "feat: include qc-trace-id in gRPC error messages (#120)",
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          "oid": "8d69922467583953ea8dd9d232bc0d1762cb2b60",
          "body": "* chore: bump qdrant-cloud-public-api@0.116.0\n\n* chore(claude): add claude command to generate a report on command\ncoverage of the api",
          "is_bot": false,
          "headline": "add command api coverage claude command (#118)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-16T10:16:29Z",
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        {
          "oid": "3b1f6589c55c18451529b957f2fd1152d79e412a",
          "body": "Bumps [zizmorcore/zizmor-action](https://github.com/zizmorcore/zizmor-action) from 0.5.2 to 0.5.3.\n- [Release notes](https://github.com/zizmorcore/zizmor-action/releases)\n- [Commits](https://github.com/zizmorcore/zizmor-action/compare/71321a20a9ded102f6e9ce5718a2fcec2c4f70d8...b1d7e1fb5de872772f3159\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump zizmorcore/zizmor-action from 0.5.2 to 0.5.3 (#114)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-14T10:11:47Z",
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        {
          "oid": "c8b2333f95599c5dde539aa8b6443d2af167a234",
          "body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 7.0.0 to 7.0.1.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/bbbca2ddaa5d8feaa63e36b76fdaad77386f024f...043fb46d1a93c77aae656e7c1c\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/upload-artifact from 7.0.0 to 7.0.1 (#113)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-14T10:02:56Z",
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          "is_bot": false,
          "headline": "chore(main): release v0.21.0 (#117)",
          "author_name": "qdrant-cloud-bot",
          "author_login": "qdrant-cloud-bot",
          "committed_at": "2026-04-14T10:02:24Z",
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        },
        {
          "oid": "a53767c37c8f921450bdaeaf53d0b00de59128a3",
          "body": "Bumps [github.com/qdrant/qdrant-cloud-public-api](https://github.com/qdrant/qdrant-cloud-public-api) from 0.114.0 to 0.115.0.\n- [Release notes](https://github.com/qdrant/qdrant-cloud-public-api/releases)\n- [Changelog](https://github.com/qdrant/qdrant-cloud-public-api/blob/main/docs/release.md)\n- [Co\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump github.com/qdrant/qdrant-cloud-public-api (#115)",
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          "committed_at": "2026-04-14T09:56:13Z",
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        {
          "oid": "ae1fc6e227de816a0768814935c0872263a960e0",
          "body": "… (#116)\n\nmodels swallow the CLI shape",
          "is_bot": false,
          "headline": "feat: add docs generation from the cobra commands so that further LLM…",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-14T09:06:39Z",
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          "is_bot": false,
          "headline": "chore(main): release v0.20.0 (#111)",
          "author_name": "qdrant-cloud-bot",
          "author_login": "qdrant-cloud-bot",
          "committed_at": "2026-04-13T14:27:20Z",
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        },
        {
          "oid": "bc23a1f1fdea84781f55ab33c3fc5ce0dea5d867",
          "body": "…(#112)\n\n* feat: use OutputTable with --no-headers support in all list commands\n\n* fix: bring back PrintText so that parallel work doesn't fail\n\n* feat: implement the rest of lists using OutputTable\n\nFurthermore, removed the PrintText option in ListCmd to avoid\ninconsistencies.\nAlso updated AGENTS.md with up to date examples.",
          "is_bot": false,
          "headline": "feat: use OutputTable with --no-headers support in all list commands …",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-13T12:53:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e838753af14131ebbc881a926c3fd685d2afa0c",
          "body": "* feat: add user and invite commands\n\n* chore: code format\n\n* refactor: move tests to their command files for users\n\n* refactor: extract duplicated code into functions and reuse resolveUser\nin the user describe command.\n\n* fix: included the user object in the user describe command\n\n* refactor: add u\n[…]\ntus function\n\n* chore: code format\n\n* refactor: removed errVerb argument from the modifyUserRoles function, it's too much and a generic error can be returned\n\n* chore: remove comment regarding errVerb",
          "is_bot": false,
          "headline": "feat: add user management commands (#102)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-10T13:53:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "28d3b38c5d2b8a9f44a70be0b39ff5c4e6559119",
          "body": "* feat: add role management commands\n\n* chore: use variadic args instead of calling AddCommand on every command\nunder iam",
          "is_bot": false,
          "headline": "feat: add role management commands (#107)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-10T10:46:48Z",
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        },
        {
          "oid": "fd71d0223f0e8624ecabce990c673c739da35350",
          "body": null,
          "is_bot": false,
          "headline": "feat: add account and account member commands (#108)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-10T08:57:08Z",
          "body_truncated": false,
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        },
        {
          "oid": "40711489afd481d58f7a9870e3e5383e88e3eb46",
          "body": "…ds and cloud-provider list to use it (#109)\n\n* feat: introduce automatic registration of --no-headers on list commands and cloud-provider list to use it\n\n* refactor: rename Renderable to TableRenderer\n\n* fix: rename missing reference to output.Renderable\n\n* fix: panic when the user does not set neither OutputTable nor PrintText in ListCmd\n\n* fix: avoid coyppasting the fetch function for testing the base list struct\n\n* chore: code format",
          "is_bot": false,
          "headline": "feat: introduce automatic registration of --no-headers on list comman…",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-09T09:27:37Z",
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        {
          "oid": "2f0d9d1b1273099c624cfae85d515afca8acbe2b",
          "body": "* feat: add asciinema demo in the readme\n\n* fix: use the correct video id for the asciinema demo",
          "is_bot": false,
          "headline": "readme: add asciinema demo in the readme (#110)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-08T15:02:23Z",
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          "oid": "ed0d8345cdec6f64460000bc88c05df11ca43e05",
          "body": "… (#103)\n\nBumps [github.com/jedib0t/go-pretty/v6](https://github.com/jedib0t/go-pretty) from 6.7.8 to 6.7.9.\n- [Release notes](https://github.com/jedib0t/go-pretty/releases)\n- [Commits](https://github.com/jedib0t/go-pretty/compare/v6.7.8...v6.7.9)\n\n---\nupdated-dependencies:\n- dependency-name: github\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump github.com/jedib0t/go-pretty/v6 from 6.7.8 to 6.7.9…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-08T08:15:38Z",
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        {
          "oid": "f1d61cfb45c48155d67ab224e764f355ffa28b75",
          "body": "Bumps [github.com/qdrant/qdrant-cloud-public-api](https://github.com/qdrant/qdrant-cloud-public-api) from 0.113.0 to 0.114.0.\n- [Release notes](https://github.com/qdrant/qdrant-cloud-public-api/releases)\n- [Changelog](https://github.com/qdrant/qdrant-cloud-public-api/blob/main/docs/release.md)\n- [Co\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump github.com/qdrant/qdrant-cloud-public-api (#104)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-08T08:11:40Z",
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        {
          "oid": "b766a0127b793b9fe97f86d97210a6feeac3ffdc",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release v0.19.0 (#106)",
          "author_name": "qdrant-cloud-bot",
          "author_login": "qdrant-cloud-bot",
          "committed_at": "2026-04-07T16:11:40Z",
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        {
          "oid": "8a31dbf418e33006e11c78f8628e7ae0d2fb6e6f",
          "body": "* feat: add access command group for qdrant cloud\n\n* feat: add access key commands for qdrant cloud auth management\n\nAdds `qcloud access key list`, `create`, and `delete` subcommands\nfor managing Qdrant Cloud auth access keys.\n\n* refactor: access -> iam",
          "is_bot": false,
          "headline": "feat: management api key commands (#98)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-07T12:43:02Z",
          "body_truncated": false,
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          "oid": "d8ba9faa1dc0674e4a826877bfa7ff5549930246",
          "body": "…and shorter (#101)\n\n* chore(iam): rename the access root command to iam, closer to the api and shorter\n\n* chore: code format",
          "is_bot": false,
          "headline": "chore(iam): rename the access root command to iam, closer to the api …",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-02T15:12:37Z",
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        {
          "oid": "c27f564bef98951043dfce89541fd85a4e828557",
          "body": "…lel (#100)\n\n* chore: add shared infrastructure for access commands\n\nAdds base command helpers, auth API client methods, test utilities,\nand key ID completion support needed by the access key commands.",
          "is_bot": false,
          "headline": "chore: access command root so that subcommands can be worked in paral…",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-02T14:23:25Z",
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        {
          "oid": "e24fa5009cac7273f03c6f2585a52610c5d85e48",
          "body": "Co-authored-by:  <>",
          "is_bot": false,
          "headline": "chore(main): release v0.18.0 (#97)",
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        {
          "oid": "848f5e7f2ee066ae8a09c44b4ab2d952a1d66350",
          "body": null,
          "is_bot": false,
          "headline": "feat: add cluster create-from-backup command (#96)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-02T08:24:38Z",
          "body_truncated": false,
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          "is_bot": false,
          "headline": "chore(main): release v0.17.0 (#95)",
          "author_name": "qdrant-cloud-bot",
          "author_login": "qdrant-cloud-bot",
          "committed_at": "2026-04-01T13:21:35Z",
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        {
          "oid": "54e78dee8075a2d0be56871c44b619182d50eda0",
          "body": null,
          "is_bot": false,
          "headline": "feat: add cluster logs command (#94)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-01T13:18:18Z",
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          "oid": "7645ae1b939974aa0c5e406a7fed7fe4f43ce854",
          "body": "Co-authored-by:  <>",
          "is_bot": false,
          "headline": "chore(main): release v0.16.2 (#93)",
          "author_name": "qdrant-cloud-bot",
          "author_login": "qdrant-cloud-bot",
          "committed_at": "2026-04-01T10:38:09Z",
          "body_truncated": false,
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        },
        {
          "oid": "8c5d18fd04554df516f076f301172c479f8bd5af",
          "body": "…a (#92)\n\ncreate-only field",
          "is_bot": false,
          "headline": "fix: remove multi-az flag from the cluster scale command, as that is …",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-01T10:25:15Z",
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          "oid": "1f9fda3b2ce9c0ca2e5711092a56ab816d9c86bf",
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          "is_bot": false,
          "headline": "chore(main): release v0.16.1 (#91)",
          "author_name": "qdrant-cloud-bot",
          "author_login": "qdrant-cloud-bot",
          "committed_at": "2026-04-01T10:02:53Z",
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        {
          "oid": "da84c700236efebc531da61734bbc3f0f37cc8e2",
          "body": "…e it's already rendered by cobra (#90)",
          "is_bot": false,
          "headline": "fix: remove the default string from the nodes flag help message, sinc…",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-01T09:53:28Z",
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        {
          "oid": "6e52c3b006894eee23fecc19ca8925034e37aeff",
          "body": "…ing utilities (#89)",
          "is_bot": false,
          "headline": "chore(agents): add details about the output package to avoid copypast…",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-01T09:38:25Z",
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        {
          "oid": "42ca04e8d672ed5169ab9d6322747c969865125c",
          "body": null,
          "is_bot": false,
          "headline": "chore(main): release 0.16.0 (#87)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-04-01T07:07:05Z",
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        {
          "oid": "6ee5e35f4b040ccc22c3d227aad38383b5de71ad",
          "body": "…ot (#86)\n\nAll hybrid cluster management is now unified under `qcloud cluster`.\nThe `qcloud cluster package` subcommand is promoted to `qcloud package`.\n\nBREAKING CHANGE: `qcloud hybrid cluster` subcommand has been removed.\nUse `qcloud cluster create/update/describe/list` instead — hybrid-specific\nf\n[…]\ne,\n--reserved-memory-percentage, and storage class flags) are now available\ndirectly on the cluster commands.\n\nBREAKING CHANGE: `qcloud cluster package` has been removed.\nUse `qcloud package` instead.",
          "is_bot": false,
          "headline": "feat!: merge hybrid cluster commands into cluster, move package to ro…",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-03-31T15:07:54Z",
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        {
          "oid": "ea110f3b7b9a85ce2abc1588f3d2ce445028f84f",
          "body": "* feat: add missing flags to the hybrid environment clusters\n\n* refactor: add resources flags to hybrid cluster command and calculate\npackage / additional disk changes\n\n* refactor: remove gpu related flags on the hybrid cloud cluster commands,\nrefactor package resolving so that it uses a struct inst\n[…]\nuthored-by: Qdrant Claw <qdrant-claw@qdrant.com>\n\n---------\n\nCo-authored-by: qdrant-cloud-bot <111755117+qdrant-cloud-bot@users.noreply.github.com>\nCo-authored-by: Qdrant Claw <qdrant-claw@qdrant.com>",
          "is_bot": false,
          "headline": "feat: add missing flags to the hybrid environment clusters (#76)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-03-31T07:11:24Z",
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        },
        {
          "oid": "70320ce3b5a2ce3b93a894c1a62fd5d3bdce4236",
          "body": "Bumps [jdx/mise-action](https://github.com/jdx/mise-action) from 3.6.3 to 4.0.1.\n- [Release notes](https://github.com/jdx/mise-action/releases)\n- [Changelog](https://github.com/jdx/mise-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/jdx/mise-action/compare/5228313ee0372e111a38da051671\n[…]\n\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: David Hernando <david.hernando@qdrant.com>",
          "is_bot": true,
          "headline": "chore(deps): bump jdx/mise-action from 3.6.3 to 4.0.1 (#79)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-30T09:13:15Z",
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        },
        {
          "oid": "2c27182b76511531341e590017dacf88db1a52a6",
          "body": "…lining (#84)\n\n* chore fix zizmor ignore rule setting with a config file instead of inlining\n\n* remove zizmor comment after version\n\n* clarify why release.yml ignore rule on cache poisoning",
          "is_bot": false,
          "headline": "chore fix zizmor ignore rule setting with a config file instead of in…",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-03-30T09:07:41Z",
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          "oid": "12909f94665c0e35c9349aeaf7b353fc7bd5da23",
          "body": null,
          "is_bot": false,
          "headline": "chore: ignore zizmor cache poisoning because lockfile is used (#82)",
          "author_name": "David Hernando",
          "author_login": "Davidonium",
          "committed_at": "2026-03-30T08:43:49Z",
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                "detail": "30 out of 30 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 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "17 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": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 9",
                "points": 4.5,
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 51 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": 51
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 66,
            "inputs": {
              "source": "osv",
              "advisories": 2,
              "affected_packages": 2,
              "assessed_packages": 51,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, unknown 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 v1.82.0 (critical 9.1)",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "google.golang.org/grpc v1.82.0 (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": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "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": 51,
              "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": 3
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 91,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "AGENTS.md"
              ],
              "agent_instruction_max_bytes": 10693
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md"
                    }
                  }
                ],
                "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": "85 of 85 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 85,
                      "sampled": 85
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "mise.toml"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.15
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, mise.toml",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, mise.toml"
                    }
                  }
                ],
                "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.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "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": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "15 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 15,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 36739,
              "source_files_sampled": 224,
              "oversized_source_files": 0
            },
            "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": "0/224 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 224,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "cli",
        "library"
      ],
      "scores": {
        "cli": 6,
        "library": 6
      },
      "primary": "cli",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "cli",
          "source": "dep:github.com/spf13/cobra",
          "weight": 4
        },
        {
          "tier": "description",
          "label": "cli",
          "source": "description:cli",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T04:07:26.159332Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/q/qdrant/qcloud-cli.svg",
  "full_name": "qdrant/qcloud-cli",
  "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 v2.3.1, esquema v0.27.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — Go.

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