Registro público
Informe de salud del softwareesquema 0.11.0 · métricas 1.13.0 · 2026-07-17 14:22 UTC

mindburn-labs / helm-ai-kernel

Fail-closed execution firewall for AI agents: quarantine MCP tools, proxy OpenAI-compatible requests, emit signed receipts, and verify EvidencePacks offline.

Go · JavaApache-2.0★ 53 estrellas⑂ 3 forksdesde feb 2026Ver en GitHub ↗
#ai-agents#ai-security#developer-tools#llm-security#mcp#model-context-protocol#self-hosted#zero-trust#agent-security#evidencepack#openai-compatible#policy-engine#sandbox#signed-receipts#cli#devsecops#execution-boundary#go#offline-verification#proofgraph

mindburn-labs/helm-ai-kernel tiene un índice de salud de 77 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es AI Readiness (91/100) y la más baja, Community & Adoption (59/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

77
global / 100
Bueno

Índice de salud del software

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

77
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

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

Titularidad

Mindburn Labs, Inc.Organización
7 seguidores6 repositorios públicosdesde nov 2024Delaware C Corporation

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/mindburn-labs/helm-ai-kernelv0.7.2-26hace 3 días

Métricas por categoría

Vitalidad

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

85Excelente · 22% del índice global

Actividad de desarrollo

77Bueno
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
13.2/36Cadencia de commits — 19/52 semanas con commits
18/18Volumen de commits — 602 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_year602
human_commit_share—
days_since_last_push0
active_weeks_last_year19

Disciplina de publicación

98Excelente
Cómo se puntúa
27/27Publica versiones — 27 versiones publicadas
36/36Recencia de las versiones — última versión hace 2 días
27/27Cadencia de publicación — una versión cada ~2,9 días
8/10OpenSSF Scorecard: Signed-Releases — 4 out of the last 5 releases have a total of 4 signed artifacts.
Datos de entrada utilizados
releases_count27
latest_release_tagv0.7.2
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases2,9

Comunidad y Adopción

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

59Moderado · 18% del índice global

Popularidad y adopción

30En riesgo
Cómo se puntúa
27.8/60Estrellas — 53 estrellas
2.5/25Forks — 3 forks
0/15Observadores — 2 observadores
Datos de entrada utilizados
forks3
stars53
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Salud de la comunidad

92Excelente
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readmesí
has_licensesí
has_contributingsí
has_issue_templateno
has_code_of_conductsí
has_pull_request_templatesí

Sostenibilidad y Gobernanza

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

66Moderado · 24% del índice global

Resiliencia de mantenedores (factor bus)

40En riesgo
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
10.6/22.5Distribución de commits — el principal contribuyente firma el 53% de los commits
10.8/13.5Amplitud de contribuyentes — 8 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Datos de entrada utilizados
bus_factor1
contributors_sampled8
top_contributor_share0,527

Capacidad de respuesta a issues y PR

89Excelente
Cómo se puntúa
45.3/46.8Resolución de issues — 97% de issues cerradas
29/38.3Aceptación de PR — 393/519 PR decididos fusionados
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Datos de entrada utilizados
merged_prs393
open_issues1
closed_issues31
issue_closed_ratio0,969
closed_unmerged_prs126

Propiedad y custodia

46En riesgo
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
6.5/25Alcance del propietario — 7 seguidores de Mindburn-Labs
9.4/25Trayectoria — 6 repos públicos, cuenta de ~1 años
Datos de entrada utilizados
followers7
owner_typeOrganization
is_verified—
owner_loginMindburn-Labs
public_repos6
account_age_days593

Mantenimiento de paquetes

100Excelente
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en go
35/35Recencia de publicación — última publicación hace 3 días
20/20Historial de versiones — 26 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/mindburn-labs/helm-ai-kernel
ecosystemsgo
any_deprecatedno
min_days_since_publish3

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

90Excelente · 20% del índice global

Prácticas de ingeniería

90Excelente
Cómo se puntúa
24/24Flujos de trabajo de CI — 24 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .golangci.yml, biome.json
0/9.6Hooks de pre-commit
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_cisí
has_testssí
has_editorconfigsí
has_linter_configsí
has_precommit_configno

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://helm.docs.mindburn.org/
10/10Descripción del repositorio
10/10Topics — 20 topics
0/10Wiki
Datos de entrada utilizados
topicsai-agents, ai-security, developer-tools, llm-security, mcp, model-context-protocol, self-hosted, zero-trust, agent-security, evidencepack, openai-compatible, policy-engine, sandbox, signed-receipts, cli, devsecops, execution-boundary, go, offline-verification, proofgraph
has_wikino
homepagehttps://helm.docs.mindburn.org/
has_readmesí
has_docs_dirsí
has_descriptionsí

Seguridad

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

88Excelente · 16% del índice global

Postura de seguridad

88Excelente
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is 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
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 4 out of the last 5 releases have a total of 4 signed artifacts.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate8,8

Preparación para IA

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

91Excelente · 0% del índice global

Contexto y guía para agentes

75Bueno
Cómo se puntúa
45/45Instrucciones para agentes — AGENTS.md
0/15Documentación legible por máquinas (llms.txt)
0/40Historial de commits legible — sin datos
Datos de entrada utilizados
has_llms_txtno
legible_history_share—
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes997
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.

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

97Excelente
Cómo se puntúa
18/18Arranque con un solo comando — Makefile, mise.toml
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .golangci.yml, biome.json
11/11Verificación estática de tipos — examples/ts_sdk/tsconfig.json, sdk/ts/tsconfig.json
10/10Entorno reproducible — devcontainer, Dockerfile, lockfile
0/10Práctica demostrada con agentes — sin datos
5/8Mantenimiento automatizado — automatización de dependencias configurada, no observada en los commits muestreados
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Datos de entrada utilizados
has_nixno
has_testssí
lockfilesCargo.lock, go.sum, package-lock.json
has_dockerfilesí
typed_languagesí
bootstrap_filesMakefile, mise.toml
has_devcontainersí
has_linter_configsí
typecheck_configsexamples/ts_sdk/tsconfig.json, sdk/ts/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes. Los pesos restantes se han renormalizado.

Legibilidad del código para modelos

100Excelente
Cómo se puntúa
45/45Código verificable por tipos — Go (tipado estático)
54.7/55Tamaños de archivo manejables — 13/2161 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageGo
largest_source_bytes1.899.002
source_files_sampled2161
oversized_source_files13

Interfaces legibles por máquina

100Excelente
Cómo se puntúa
40/40Esquema de API (OpenAPI/GraphQL/proto) — core/pkg/contracts/attestation.proto, core/pkg/contracts/decision.proto, core/pkg/contracts/effect.proto, protocols/policy-schema/experimental/experimental.proto, protocols/policy-schema/v1/explain.proto, protocols/policy-schema/v1/focus.proto, protocols/policy-schema/v1/foundations.proto, protocols/policy-schema/v1/learning/common.proto, protocols/policy-schema/v1/learning/dataset.proto, protocols/policy-schema/v1/learning/evidence.proto, protocols/policy-schema/v1/learning/helm_trace.proto, protocols/policy-schema/v1/learning/model_registry.proto, protocols/policy-schema/v1/learning/subject_ref.proto, protocols/policy-schema/v1/memory.proto, protocols/policy-schema/v1/plan_ir.proto, protocols/policy-schema/v1/policy_bundle.proto, protocols/policy-schema/v1/tool_calls.proto, protocols/policy-schema/v1/tools.proto, protocols/policy-schema/v1/verdict.proto, protocols/policy-schema/v1/witness.proto, protocols/proto/boundary/extauthz/v1/extauthz.proto, protocols/proto/helm/authority/v1/authority.proto, protocols/proto/helm/effects/v1/effects.proto, protocols/proto/helm/intervention/v1/intervention.proto, protocols/proto/helm/kernel/v1/helm.proto, protocols/proto/helm/truth/v1/truth.proto, protocols/specs/effects/openapi.yaml
20/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalsí
api_schema_filescore/pkg/contracts/attestation.proto, core/pkg/contracts/decision.proto, core/pkg/contracts/effect.proto, protocols/policy-schema/experimental/experimental.proto, protocols/policy-schema/v1/explain.proto, protocols/policy-schema/v1/focus.proto, protocols/policy-schema/v1/foundations.proto, protocols/policy-schema/v1/learning/common.proto, protocols/policy-schema/v1/learning/dataset.proto, protocols/policy-schema/v1/learning/evidence.proto, protocols/policy-schema/v1/learning/helm_trace.proto, protocols/policy-schema/v1/learning/model_registry.proto, protocols/policy-schema/v1/learning/subject_ref.proto, protocols/policy-schema/v1/memory.proto, protocols/policy-schema/v1/plan_ir.proto, protocols/policy-schema/v1/policy_bundle.proto, protocols/policy-schema/v1/tool_calls.proto, protocols/policy-schema/v1/tools.proto, protocols/policy-schema/v1/verdict.proto, protocols/policy-schema/v1/witness.proto, protocols/proto/boundary/extauthz/v1/extauthz.proto, protocols/proto/helm/authority/v1/authority.proto, protocols/proto/helm/effects/v1/effects.proto, protocols/proto/helm/intervention/v1/intervention.proto, protocols/proto/helm/kernel/v1/helm.proto, protocols/proto/helm/truth/v1/truth.proto, protocols/specs/effects/openapi.yaml

Datos clave

53estrellas de GitHub
8contribuidores
602commits en los últimos 12 meses
0días desde el último push
27versiones publicadas
1factor bus
1issues abiertas
Goecosistemas de paquetes

Más detalle

OpenSSF Scorecard 8.8 / 10
8.8agregado

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 · 2026-07-17 14:22 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
8Signed-Releases4 out of the last 5 releases have a total of 4 signed artifacts.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
3Vulnerabilities7 existing vulnerabilities detected
Dependencias directas 36
RegistroPaqueteRestricción de versiónManifiesto
Gocloud.google.com/go/storagev1.62.1core/go.mod
Gogithub.com/BurntSushi/tomlv1.5.0core/go.mod
Gogithub.com/DATA-DOG/go-sqlmockv1.5.2core/go.mod
Gogithub.com/Masterminds/semver/v3v3.4.0core/go.mod
Gogithub.com/aws/aws-sdk-go-v2v1.41.5core/go.mod
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.14core/go.mod
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.14core/go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.99.0core/go.mod
Gogithub.com/cedar-policy/cedar-gov1.6.0core/go.mod
Gogithub.com/cloudflare/circlv1.6.3core/go.mod
Gogithub.com/fxamacker/cbor/v2v2.9.0core/go.mod
Gogithub.com/go-jose/go-jose/v4v4.1.4core/go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.1core/go.mod
Gogithub.com/google/cel-gov0.28.0core/go.mod
Gogithub.com/google/uuidv1.6.0core/go.mod
Gogithub.com/lib/pqv1.12.3core/go.mod
Gogithub.com/minio/minio-go/v7v7.0.100core/go.mod
Gogithub.com/open-policy-agent/opav1.15.2core/go.mod
Gogithub.com/prometheus/client_golangv1.23.2core/go.mod
Gogithub.com/redis/go-redis/v9v9.18.0core/go.mod
Gogithub.com/santhosh-tekuri/jsonschema/v5v5.3.1core/go.mod
Gogithub.com/stretchr/testifyv1.11.1core/go.mod
Gogithub.com/tetratelabs/wazerov1.11.0core/go.mod
Gogo.opentelemetry.io/otelv1.43.0core/go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.43.0core/go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.43.0core/go.mod
Gogo.opentelemetry.io/otel/metricv1.43.0core/go.mod
Gogo.opentelemetry.io/otel/sdkv1.43.0core/go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.43.0core/go.mod
Gogo.opentelemetry.io/otel/tracev1.43.0core/go.mod
Gogolang.org/x/cryptov0.53.0core/go.mod
Gogolang.org/x/textv0.38.0core/go.mod
Gogolang.org/x/timev0.15.0core/go.mod
Gogoogle.golang.org/genproto/googleapis/apiv0.0.0-20260401024825-9d38bb4040a9core/go.mod
Gogopkg.in/yaml.v3v3.0.1core/go.mod
Gomodernc.org/sqlitev1.48.2core/go.mod
Todas las dependencias 625

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 37 paquetes directos y 588 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Gocloud.google.com/go/storagev1.62.1directa
Gogithub.com/aws/aws-sdk-go-v2v1.41.5directa
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.14directa
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.14directa
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.99.0directa
Gogithub.com/burntsushi/tomlv1.5.0directa
Gogithub.com/cedar-policy/cedar-gov1.6.0directa
Gogithub.com/cloudflare/circlv1.6.3directa
Gogithub.com/data-dog/go-sqlmockv1.5.2directa
Gogithub.com/fxamacker/cbor/v2v2.9.0directa
Gogithub.com/go-jose/go-jose/v4v4.1.4directa
Gogithub.com/golang-jwt/jwt/v5v5.3.1directa
Gogithub.com/google/cel-gov0.28.0directa
Gogithub.com/google/uuidv1.6.0directa
Gogithub.com/lib/pqv1.12.3directa
Gogithub.com/masterminds/semver/v3v3.4.0directa
Gogithub.com/minio/minio-go/v7v7.0.100directa
Gogithub.com/open-policy-agent/opav1.15.2directa
Gogithub.com/prometheus/client_golangv1.23.2directa
Gogithub.com/redis/go-redis/v9v9.18.0directa
Gogithub.com/santhosh-tekuri/jsonschema/v5v5.3.1directa
Gogithub.com/stretchr/testifyv1.11.1directa
Gogithub.com/tetratelabs/wazerov1.11.0directa
Gogo.opentelemetry.io/otelv1.43.0directa
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.43.0directa
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.43.0directa
Gogo.opentelemetry.io/otel/metricv1.43.0directa
Gogo.opentelemetry.io/otel/sdkv1.43.0directa
Gogo.opentelemetry.io/otel/sdk/metricv1.43.0directa
Gogo.opentelemetry.io/otel/tracev1.43.0directa
Gogolang.org/x/cryptov0.52.0directa
Gogolang.org/x/cryptov0.53.0directa
Gogolang.org/x/textv0.38.0directa
Gogolang.org/x/timev0.15.0directa
Gogoogle.golang.org/genproto/googleapis/apiv0.0.0-20260401024825-9d38bb4040a9directa
Gogopkg.in/yaml.v3v3.0.1directa
Gomodernc.org/sqlitev1.48.2directa
crates.ioaho-corasick1.1.4indirecta
crates.ioanyhow1.0.101indirecta
crates.ioasync-stream0.3.6indirecta
crates.ioasync-stream-impl0.3.6indirecta
crates.ioasync-trait0.1.89indirecta
crates.ioatomic-waker1.1.2indirecta
crates.ioautocfg1.5.0indirecta
crates.ioaws-lc-rs1.16.3indirecta
crates.ioaws-lc-sys0.40.0indirecta
crates.ioaxum0.7.9indirecta
crates.ioaxum-core0.4.5indirecta
crates.iobase640.22.1indirecta
crates.iobitflags2.11.0indirecta
crates.iobumpalo3.19.1indirecta
crates.iobytes1.11.1indirecta
crates.iocc1.2.56indirecta
crates.iocesu81.1.0indirecta
crates.iocfg-if1.0.4indirecta
crates.iocfg_aliases0.2.1indirecta
crates.iocmake0.1.58indirecta
crates.iocombine4.6.7indirecta
crates.iocore-foundation0.10.1indirecta
crates.iocore-foundation0.9.4indirecta
crates.iocore-foundation-sys0.8.7indirecta
crates.iodisplaydoc0.2.5indirecta
crates.iodunce1.0.5indirecta
crates.ioeither1.15.0indirecta
crates.ioencoding_rs0.8.35indirecta
crates.ioequivalent1.0.2indirecta
crates.ioerrno0.3.14indirecta
crates.iofastrand2.3.0indirecta
crates.iofind-msvc-tools0.1.9indirecta
crates.iofixedbitset0.5.7indirecta
crates.iofnv1.0.7indirecta
crates.iofoldhash0.1.5indirecta
crates.ioform_urlencoded1.2.2indirecta
crates.iofs_extra1.3.0indirecta
crates.iofutures-channel0.3.32indirecta
crates.iofutures-core0.3.32indirecta
crates.iofutures-io0.3.32indirecta
crates.iofutures-sink0.3.32indirecta
crates.iofutures-task0.3.32indirecta
crates.iofutures-util0.3.32indirecta
crates.iogetrandom0.2.17indirecta
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            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 8,
              "top_contributor_share": 0.527
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 53% of commits",
                "points": 10.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 53
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "8 contributors",
                "points": 10.8,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 89,
            "inputs": {
              "merged_prs": 393,
              "open_issues": 1,
              "closed_issues": 31,
              "issue_closed_ratio": 0.969,
              "closed_unmerged_prs": 126
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "97% of issues closed",
                "points": 45.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 97
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "393/519 decided PRs merged",
                "points": 29,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 393,
                      "decided": 519
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 46,
            "inputs": {
              "followers": 7,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "Mindburn-Labs",
              "public_repos": 6,
              "account_age_days": 593
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "7 followers of Mindburn-Labs",
                "points": 6.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 7,
                      "login": "Mindburn-Labs"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "6 public repos, account ~1 yr old",
                "points": 9.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 6
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/mindburn-labs/helm-ai-kernel"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 3
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 3 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "26 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 26
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 90,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "24 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 24
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml, biome.json",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, biome.json"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "ai-agents",
                "ai-security",
                "developer-tools",
                "llm-security",
                "mcp",
                "model-context-protocol",
                "self-hosted",
                "zero-trust",
                "agent-security",
                "evidencepack",
                "openai-compatible",
                "policy-engine",
                "sandbox",
                "signed-receipts",
                "cli",
                "devsecops",
                "execution-boundary",
                "go",
                "offline-verification",
                "proofgraph"
              ],
              "has_wiki": false,
              "homepage": "https://helm.docs.mindburn.org/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://helm.docs.mindburn.org/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "excellent",
        "name": "Security",
        "value": 88,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "excellent",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 8.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "22 out of 22 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 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "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 run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "4 out of the last 5 releases have a total of 4 signed artifacts.",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "7 existing vulnerabilities detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 5
            },
            "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,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "AGENTS.md"
              ],
              "agent_instruction_max_bytes": 997
            },
            "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 97,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "mise.toml"
              ],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "examples/ts_sdk/tsconfig.json",
                "sdk/ts/tsconfig.json"
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              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "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, biome.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, biome.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "examples/ts_sdk/tsconfig.json, sdk/ts/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples/ts_sdk/tsconfig.json, sdk/ts/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
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}

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

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.11.0 — metodología completa · wiki de métricas.

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