Registro público
Informe de salud del softwareesquema 0.26.0 · métricas 1.13.0 · 2026-07-22 19:37 UTC

ca-srg / ragent

CLI tool for building production RAG systems from Markdown, CSV, and PDF documents using hybrid search (BM25 + vector) with OpenSearch. Features MCP server, Slack bot, Web UI, multi-source ingestion (local/S3/GitHub), and multi-provider embeddings (Bedrock/Gemini).

GoLicencia propia★ 12 estrellas⑂ 2 forksdesde ago 2025Ver en GitHub ↗
#rag#vector#aws#bedrock#markdown#opensearch#s3-vectors#cli#csv#gemini#golang#hybrid-search#mcp-server#oidc#opentelemetry#pdf#slack-bot#sqlite-vec#webui

ca-srg/ragent tiene un índice de salud de 61 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Engineering Quality (96/100) y la más baja, Security (33/100). Se actualizó por última vez hace 7 días. Una sola persona concentra la mayor parte del trabajo reciente.

61
global / 100
Moderado

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.

61
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

ca-srgOrganización
1 seguidor3 repositorios públicosdesde nov 2020

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/ca-srg/ragentv0.2.3-77hace 7 días

Métricas por categoría

Vitalidad

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

76Bueno · 22% del índice global

Actividad de desarrollo

66Moderado
Cómo se puntúa
36/36Recencia de push — último push hace 7 días
9/36Cadencia de commits — 13/52 semanas con commits
15.8/18Volumen de commits — 57 commits en el último año
5/10OpenSSF Scorecard: Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
Datos de entrada utilizados
commits_last_year57
human_commit_share1
days_since_last_push7
active_weeks_last_year13

Disciplina de publicación

90Excelente
Cómo se puntúa
27/27Publica versiones — 77 versiones publicadas
36/36Recencia de las versiones — última versión hace 7 días
27/27Cadencia de publicación — una versión cada ~10,1 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count77
latest_release_tagv0.2.3
releases_from_tagsno
days_since_latest_release7
mean_days_between_releases10,1

Comunidad y Adopción

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

33En riesgo · 18% del índice global

Popularidad y adopción

17Crítico
Cómo se puntúa
16.9/60Estrellas — 12 estrellas
0/25Forks — 2 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks2
stars12
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Salud de la comunidad

51Moderado
Cómo se puntúa
22.5/22.5README
16.9/22.5Licencia — archivo de licencia presente, no es una licencia reconocida
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readmesí
has_licensesí
has_contributingno
has_issue_templateno
has_code_of_conductno
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?

57Moderado · 24% del índice global

Resiliencia de mantenedores (factor bus)

13Crítico
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
0/22.5Distribución de commits — el principal contribuyente firma el 100% de los commits
1.4/13.5Amplitud de contribuyentes — 1 contribuyentes
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Datos de entrada utilizados
bus_factor1
contributors_sampled1
top_contributor_share1

Capacidad de respuesta a issues y PR

84Bueno
Cómo se puntúa
46.8/46.8Resolución de issues — 100% de issues cerradas
37.7/38.3Aceptación de PR — 65/66 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs65
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs1

Propiedad y custodia

48En riesgo
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
2.2/25Alcance del propietario — 1 seguidores de ca-srg
15.7/25Trayectoria — 3 repos públicos, cuenta de ~5 años
Datos de entrada utilizados
followers1
owner_typeOrganization
is_verified—
owner_loginca-srg
public_repos3
account_age_days2066

Mantenimiento de paquetes

100Excelente
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en go
35/35Recencia de publicación — última publicación hace 7 días
20/20Historial de versiones — 77 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/ca-srg/ragent
ecosystemsgo
any_deprecatedno
min_days_since_publish7

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

96Excelente · 20% del índice global

Prácticas de ingeniería

94Excelente
Cómo se puntúa
24/24Flujos de trabajo de CI — 7 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 16 out of 16 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_cisí
has_testssí
has_editorconfigno
has_linter_configsí
has_precommit_configsí

Documentación

100Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://ca-srg.dev
10/10Descripción del repositorio
10/10Topics — 19 topics
10/10Wiki
Datos de entrada utilizados
topicsrag, vector, aws, bedrock, markdown, opensearch, s3-vectors, cli, csv, gemini, golang, hybrid-search, mcp-server, oidc, opentelemetry, pdf, slack-bot, sqlite-vec, webui
has_wikisí
homepagehttps://ca-srg.dev
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?

33En riesgo · 16% del índice global

Postura de seguridad

34En riesgo
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 16 out of 16 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
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5Licencia — license file detected
3.8/7.5Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 54 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3,4

Avisos de dependencias

31En riesgo
Cómo se puntúa
5.7/35Dependencias directas libres de avisos conocidos — 9 afectados: github.com/modelcontextprotocol/go-sdk v0.4.0 (high 8.1), go.opentelemetry.io/otel v1.38.0 (high 7.5), go.opentelemetry.io/otel/sdk v1.38.0 (high 7.0), +6 más
0/25Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
17.5/40Sin avisos pendientes — 8 paquete(s) con avisos sin atender más allá de 90 días; el más antiguo publicado hace 169 días
Datos de entrada utilizados
sourceosv
advisories89
affected_packages18
assessed_packages123
unassessed_packages0
affected_by_severitycritical 2, high 6, moderate 8, unknown 2
direct_affected_packages9
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos. Los pesos restantes se han renormalizado. Se cotejaron 123 dependencias resueltas con OSV. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. No se analiza la alcanzabilidad.

Preparación para IA

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

87Excelente · 0% del índice global

Contexto y guía para agentes

85Excelente
Cómo se puntúa
45/45Instrucciones para agentes — AGENTS.md
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 54 de 57 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,947
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes7884

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

79Bueno
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato
11/11Verificación estática de tipos — Go (tipado estático)
10/10Entorno reproducible — Dockerfile, lockfile
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 57
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Datos de entrada utilizados
has_nixno
has_testssí
lockfilesgo.sum
has_dockerfilesí
typed_languagesí
bootstrap_filesMakefile
has_devcontainerno
has_linter_configsí
typecheck_configs—
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0

Legibilidad del código para modelos

100Excelente
Cómo se puntúa
45/45Código verificable por tipos — Go (tipado estático)
55/55Tamaños de archivo manejables — 0/305 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageGo
largest_source_bytes50.917
source_files_sampled305
oversized_source_files0

Interfaces legibles por máquina

100Excelente
Cómo se puntúa
40/40Esquema de API (OpenAPI/GraphQL/proto) — openapi.yaml
20/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalsí
api_schema_filesopenapi.yaml

Datos clave

12estrellas de GitHub
1contribuidores
57commits en los últimos 12 meses
7días desde el último push
77versiones 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

Historial de estrellas y forks 0 ★ / 2 ⇿
0Estrellas
2Forks
9Versiones

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

111222212026-012026-022026-02
Mayor 0Menor 0Parche 9
OpenSSF Scorecard 3.4 / 10
3.4agregado

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 · 2026-07-22 19:37 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests16 out of 16 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
5Maintained7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities54 existing vulnerabilities detected
Dependencias directas 41
RegistroPaqueteRestricción de versiónManifiesto
Gogithub.com/asg017/sqlite-vec-go-bindingsv0.1.2go.mod
Gogithub.com/aws/aws-sdk-go-v2v1.41.3go.mod
Gogithub.com/aws/aws-sdk-go-v2/configv1.31.4go.mod
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.18.8go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/bedrockruntimev1.37.2go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.95.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/s3vectorsv1.4.3go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/secretsmanagerv1.41.3go.mod
Gogithub.com/aws/smithy-gov1.24.2go.mod
Gogithub.com/coreos/go-oidc/v3v3.15.0go.mod
Gogithub.com/go-git/go-git/v5v5.16.5go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.0go.mod
Gogithub.com/google/jsonschema-gov0.2.1-0.20250825175020-748c325cec76go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/johannesboyne/gofakes3v0.0.0-20250916175020-ebf3e50324d3go.mod
Gogithub.com/joho/godotenvv1.5.1go.mod
Gogithub.com/modelcontextprotocol/go-sdkv0.4.0go.mod
Gogithub.com/netflix/go-envv0.0.0-20220526054621-78278af1949dgo.mod
Gogithub.com/opensearch-project/opensearch-go/v4v4.5.0go.mod
Gogithub.com/pdfcpu/pdfcpuv0.11.1go.mod
Gogithub.com/slack-go/slackv0.23.1go.mod
Gogithub.com/spf13/cobrav1.9.1go.mod
Gogithub.com/spf13/pflagv1.0.7go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogo.opentelemetry.io/otelv1.38.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.38.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.38.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.38.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.38.0go.mod
Gogo.opentelemetry.io/otel/metricv1.38.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.38.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.38.0go.mod
Gogo.opentelemetry.io/otel/tracev1.38.0go.mod
Gogolang.org/x/oauth2v0.34.0go.mod
Gogolang.org/x/syncv0.19.0go.mod
Gogolang.org/x/textv0.33.0go.mod
Gogolang.org/x/timev0.14.0go.mod
Gogoogle.golang.org/apiv0.258.0go.mod
Gogoogle.golang.org/genaiv1.49.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gomodernc.org/sqlitev1.42.2go.mod
Todas las dependencias 123

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 41 paquetes directos y 82 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Gogithub.com/asg017/sqlite-vec-go-bindingsv0.1.2directa
Gogithub.com/aws/aws-sdk-go-v2v1.41.3directa
Gogithub.com/aws/aws-sdk-go-v2/configv1.31.4directa
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.18.8directa
Gogithub.com/aws/aws-sdk-go-v2/service/bedrockruntimev1.37.2directa
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.95.0directa
Gogithub.com/aws/aws-sdk-go-v2/service/s3vectorsv1.4.3directa
Gogithub.com/aws/aws-sdk-go-v2/service/secretsmanagerv1.41.3directa
Gogithub.com/aws/smithy-gov1.24.2directa
Gogithub.com/coreos/go-oidc/v3v3.15.0directa
Gogithub.com/go-git/go-git/v5v5.16.5directa
Gogithub.com/golang-jwt/jwt/v5v5.3.0directa
Gogithub.com/google/jsonschema-gov0.2.1-0.20250825175020-748c325cec76directa
Gogithub.com/google/uuidv1.6.0directa
Gogithub.com/johannesboyne/gofakes3v0.0.0-20250916175020-ebf3e50324d3directa
Gogithub.com/joho/godotenvv1.5.1directa
Gogithub.com/modelcontextprotocol/go-sdkv0.4.0directa
Gogithub.com/netflix/go-envv0.0.0-20220526054621-78278af1949ddirecta
Gogithub.com/opensearch-project/opensearch-go/v4v4.5.0directa
Gogithub.com/pdfcpu/pdfcpuv0.11.1directa
Gogithub.com/slack-go/slackv0.23.1directa
Gogithub.com/spf13/cobrav1.9.1directa
Gogithub.com/spf13/pflagv1.0.7directa
Gogithub.com/stretchr/testifyv1.11.1directa
Gogo.opentelemetry.io/otelv1.38.0directa
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.38.0directa
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.38.0directa
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.38.0directa
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.38.0directa
Gogo.opentelemetry.io/otel/metricv1.38.0directa
Gogo.opentelemetry.io/otel/sdkv1.38.0directa
Gogo.opentelemetry.io/otel/sdk/metricv1.38.0directa
Gogo.opentelemetry.io/otel/tracev1.38.0directa
Gogolang.org/x/oauth2v0.34.0directa
Gogolang.org/x/syncv0.19.0directa
Gogolang.org/x/textv0.33.0directa
Gogolang.org/x/timev0.14.0directa
Gogoogle.golang.org/apiv0.258.0directa
Gogoogle.golang.org/genaiv1.49.0directa
Gogopkg.in/yaml.v3v3.0.1directa
Gomodernc.org/sqlitev1.42.2directa
Gocloud.google.com/gov0.116.0indirecta
Gocloud.google.com/go/authv0.17.0indirecta
Gocloud.google.com/go/auth/oauth2adaptv0.2.8indirecta
Gocloud.google.com/go/compute/metadatav0.9.0indirecta
Godario.cat/mergov1.0.0indirecta
Gogithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.4indirecta
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.18.5indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/configsourcesv1.4.19indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2v2.7.19indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/iniv1.8.3indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/v4av1.4.16indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/accept-encodingv1.13.4indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/checksumv1.9.7indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/presigned-urlv1.13.16indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/s3sharedv1.19.16indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/ssov1.28.3indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/ssooidcv1.34.1indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.38.1indirecta
Gogithub.com/cenkalti/backoff/v5v5.0.3indirecta
Gogithub.com/clipperhouse/uax29/v2v2.2.0indirecta
Gogithub.com/cloudflare/circlv1.6.1indirecta
Gogithub.com/cyphar/filepath-securejoinv0.4.1indirecta
Gogithub.com/davecgh/go-spewv1.1.1indirecta
Gogithub.com/dustin/go-humanizev1.0.1indirecta
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Gogithub.com/go-logr/logrv1.4.3indirecta
Gogithub.com/go-logr/stdrv1.2.2indirecta
Gogithub.com/golang/groupcachev0.0.0-20241129210726-2c02b8208cf8indirecta
Gogithub.com/google/go-cmpv0.7.0indirecta
Gogithub.com/google/s2a-gov0.1.9indirecta
Gogithub.com/googleapis/enterprise-certificate-proxyv0.3.7indirecta
Gogithub.com/googleapis/gax-go/v2v2.15.0indirecta
Gogithub.com/gorilla/websocketv1.5.3indirecta
Gogithub.com/grpc-ecosystem/grpc-gateway/v2v2.27.2indirecta
Gogithub.com/hhrutter/lzwv1.0.0indirecta
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Gogithub.com/kevinburke/ssh_configv1.2.0indirecta
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Gogithub.com/ncruces/go-strftimev0.1.9indirecta
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Gogolang.org/x/cryptov0.47.0indirecta
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Gogolang.org/x/imagev0.32.0indirecta
Gogolang.org/x/netv0.48.0indirecta
Gogolang.org/x/sysv0.40.0indirecta
Gogolang.org/x/toolsv0.40.0indirecta
Gogoogle.golang.org/genproto/googleapis/apiv0.0.0-20251022142026-3a174f9686a8indirecta
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20251213004720-97cd9d5aeac2indirecta
Gogoogle.golang.org/grpcv1.77.0indirecta
Gogoogle.golang.org/protobufv1.36.11indirecta
Gogopkg.in/warnings.v0v0.1.2indirecta
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Avisos de dependencias 18

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 123 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 18 tienen avisos conocidos, de los cuales 9 son directas.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
golang.org/x/cryptov0.47.0indirectacrítica270.52.0
google.golang.org/grpcv1.77.0indirectacrítica31.82.1
github.com/modelcontextprotocol/go-sdkv0.4.0directaalta81.4.1
go.opentelemetry.io/otelv1.38.0directaalta11.41.0
go.opentelemetry.io/otel/sdkv1.38.0directaalta31.43.0
github.com/go-git/go-billy/v5v5.6.2indirectaalta26.0.0-alpha.1
github.com/go-jose/go-jose/v4v4.1.3indirectaalta24.1.4
golang.org/x/imagev0.32.0indirectaalta100.43.0
github.com/aws/aws-sdk-go-v2/service/bedrockruntimev1.37.2directamoderada21.97.3
github.com/aws/aws-sdk-go-v2/service/s3v1.95.0directamoderada21.97.3
github.com/go-git/go-git/v5v5.16.5directamoderada106.0.0-alpha.4
go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.38.0directamoderada21.43.0
go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.38.0directamoderada21.43.0
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.4indirectamoderada21.97.3
github.com/cloudflare/circlv1.6.1indirectamoderada21.6.3
golang.org/x/netv0.48.0indirectamoderada91.26.3
golang.org/x/textv0.33.0directadesconocida10.39.0
golang.org/x/sysv0.40.0indirectadesconocida10.44.0

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

Informe JSON sin procesar legible por máquina
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          "oid": "9bc8ba2290868ff1a8135d62eb334055d602883f",
          "body": "…先 (#68)\n\n* feat(mcpserver): return Slack URL fetches directly without document search\n\nWhen a Slack permalink resolves, skip hybrid document search and return\nreferenced_slack_urls with thread replies first so MCP clients prioritize\nthe referenced conversation over unrelated document hits.\n\n* docs: add PR description for Slack URL direct fetch\n\n* fix(mcpserver): address Slack direct fetch review feedback\n\n* fix(mcpserver): preserve direct fetch enrichments",
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          "is_bot": false,
          "headline": "fix(mcp): enable Slack URL fetch without search and tighten retry pla…",
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          "committed_at": "2026-07-15T09:18:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4072314b1082c1e0fc018f5a260e056f1326bd71",
          "body": "* feat(mcpclient): add safe MCP retry planning\n\n* fix(mcpclient): satisfy nilaway retry guards\n\n* fix(mcpclient): respect maxTools during initial planning\n\n* fix(mcpclient): carry maxTools budget into fallback",
          "is_bot": false,
          "headline": "feat(mcpclient): add safe MCP retry planning (#65)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-06-24T10:20:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76c6bfb5df454fe5d29e2a9e15c0c53c02e74e62",
          "body": "* feat: add MCP client config support\n\n* style(config): lowercase secrets manager in errors\n\n* style(config): lowercase secret string error terms\n\n* fix(mcpclient): guard selected tool lookup",
          "is_bot": false,
          "headline": "feat: add MCP client config support (#64)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-06-19T11:31:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ca4e3bd8b2353615516dd7b271695b50ebdcf5e",
          "body": "* feat(slacksearch): support assistant search action tokens\n\n* fix(slacksearch): address assistant search review feedback\n\n* fix(slackbot): require user token or socket mode for slack search\n\n* fix(slacksearch): filter bot-authored assistant results and redact event logs\n\n* ci: align golangci-lint-action version comment with pinned sha",
          "is_bot": false,
          "headline": "feat(slacksearch): support assistant search action tokens (#63)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-06-11T11:28:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dfb84f9592818c169841fba32c20469017b8b383",
          "body": "…tering (#62)\n\nSlackbot was responding repeatedly to the same user message in two cases:\n- Slack redelivered the same Events API event (Ack timeout, ws reconnect)\n- The bot's own reply, including a stray mention, retriggered processing\n  through thread history reseeding\n\nDefenses added:\n- eventDedup\n[…]\nauthored history entirely instead of\n  truncating; tests updated to assert the new semantics\n- SocketBot only forces thread TS when threading is enabled, matching the\n  documented enable_thread option",
          "is_bot": false,
          "headline": "fix(slackbot): prevent reply loops via event dedup and bot-origin fil…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-04-30T08:53:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8039a5e3e51f372fb5fb0293202809284e01e19b",
          "body": "…f aborting the cycle (#61)\n\nA single CSV file in the scan set that does not match any pattern in\ncsv-config.yaml used to abort the entire vectorization cycle, preventing\nall other files (including brand new / modified markdown) from being\nindexed. In follow mode on production this meant every 5-min\n[…]\nhe existing csv reader test to assert on ErrNoCSVConfig via\n  errors.Is, and add expand_csv_test.go covering skip behaviour, error\n  propagation for non-config errors, and the all-unmatched edge case.",
          "is_bot": false,
          "headline": "fix(vectorizer): skip CSV files without matching csv-config instead o…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-04-21T07:25:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2504e511a4776f414b114040392e8fb14677703c",
          "body": "* fix(opensearch): exclude embeddings from bm25 and vector sources\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* fix(opensearch): exclude embeddings from term query sources\n\nUltraworked with [Sisyphus](https://\n[…]\na\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "fix: strip embedding fields from search responses (#60)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-04-17T11:01:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fa2a83afbd77da83ffd0d0cf18bc67e475617881",
          "body": null,
          "is_bot": false,
          "headline": "feat(release): add MCPB quick-start guide to release notes header",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-15T13:48:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97048866a20cd065b00986b5d0a242d1db500932",
          "body": null,
          "is_bot": false,
          "headline": "fix(mcpb): switch transport from SSE to Streamable HTTP",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-15T13:37:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f902ee1c7070e415f271fce20d29fc7e931ec976",
          "body": null,
          "is_bot": false,
          "headline": "fix(mcpb): remove --sse-url flag from mcp-proxy invocation",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-15T13:29:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4095632666060f734031014e58007ba7a37cbbc3",
          "body": null,
          "is_bot": false,
          "headline": "feat: add MCPB bundle build and release upload to CI",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-15T13:19:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d5d45ad677ba62cfb1650f635e5b82d992ae110",
          "body": null,
          "is_bot": false,
          "headline": "feat(slackbot): enhance search result context formatting",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-14T10:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "18aefdf06dbf27fa68c269f113dc63a3c5e67522",
          "body": "…(#59)\n\n- Add author field to CSV config metadata mapping\n- Add author to BM25 and hybrid search default fields\n- Include author in MCP hybrid search response\n- Skip generic metadata extraction for CSV files (same as PDF)\n- Move CSV expansion from VectorizeMarkdownFiles to VectorizeFiles\n  to suppor\n[…]\nmethod for in-memory CSV content processing\n- Default CreatedAt/UpdatedAt timestamps when empty\n- Build context text with title/author/category headers for richer\n  search results in chat/query output",
          "is_bot": false,
          "headline": "feat: add author metadata support and improve CSV/vectorize pipeline …",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-04-14T09:17:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ce300e4ae464ceb7785449bdc3211134a48b59ea",
          "body": null,
          "is_bot": false,
          "headline": "[ci skip] .DS_Store",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-06T06:54:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4688020f0d06fbdf6bcfcbbdde6771bda66a49dd",
          "body": null,
          "is_bot": false,
          "headline": "[ci skip] openapi.yaml",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-06T06:54:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d6098ce0d9571a5fe9c933786dc895d2f4b8b16",
          "body": "* feat(pdf): add OCR prompt composition and file loading helpers with tests\n\n* docs: add ocr-prompt-template.md and gitignore ocr-prompt.md\n\n* feat(pdf): wire custom prompt into Bedrock and Gemini OCR clients\n\n* feat(vectorize): add --ocr-prompt-file flag for custom OCR prompt\n\n* feat(ingestion): ad\n[…]\ndisplay metadata alongside vector keys\n- Add unit tests for secret field parsing, propagation, and reader output\n\n* docs: document --ocr-prompt-file usage, secret field, and custom OCR prompt examples",
          "is_bot": false,
          "headline": "feat: add custom OCR prompt support and secret metadata field (#58)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-04-03T10:23:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ea7317d742646840df2ea3bf9aa31193fb785490",
          "body": "* fix(ingestion): preserve PDF bytes for S3 vectorization\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* fix(terraform): install kuromoji plugin during ragent init\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "Fix S3 PDF ingestion and install kuromoji during ragent init (#57)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-04-02T10:59:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5413b2eeedc5954416af39a469d7bb55c47f895",
          "body": null,
          "is_bot": false,
          "headline": "refactor(ragent): use correct shell variable expansion in init script",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-31T13:06:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e951e4ad2eef983188c21236bc28a4b80c263613",
          "body": null,
          "is_bot": false,
          "headline": "fix(terraform): exclude minimal AMI from AL2023 AMI filter",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-31T12:42:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63708c8b915d808cfcf233edfb5b2c5d652c8a6e",
          "body": null,
          "is_bot": false,
          "headline": "build(terraform): add create_before_destroy to security groups",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-31T10:39:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1ff0caace893ec3017a1ad2b26b88ebd40f55e7",
          "body": "…ort (#56)",
          "is_bot": false,
          "headline": "refactor(terraform): add name_prefix variable for multi-instance supp…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-31T08:33:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "afc95c1cdd5b2b7605ac3a1b433181340ed9a651",
          "body": "…nit customization (#55)\n\nAllow consumers to override systemd service units via standard drop-in\nfiles without forking the module. Overrides are written to\n/etc/systemd/system/<service>.service.d/override.conf during cloud-init.\n\nAlso fix pre-existing test failures caused by missing required\ncertificate_arn variable in all test files.",
          "is_bot": false,
          "headline": "feat(terraform): add systemd_service_overrides variable for drop-in u…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-25T09:14:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dbd4edf2355b52a4768bff4d707b597bcea16f92",
          "body": null,
          "is_bot": false,
          "headline": "refactor(aws/ragent): improve EC2 instance configuration",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-24T17:06:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0fa012e78f7517ad98a3caf90762e1ecbf348bf",
          "body": "Add Terraform example for deploying RAGent on EC2 with full configuration including VPC, security groups, and instance setup. Update .gitignore to exclude .terraform directories and binary artifacts.",
          "is_bot": false,
          "headline": "feat(terraform): add RAGent EC2 complete example",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-24T16:58:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed8bcd920ad9c33d2890448d599052ee0261d315",
          "body": "The .gitignore rule 'ragent*' was too broad, causing ragent-init.sh.tpl\nand ragent-init.service.tpl to be excluded from the repository while\nec2.tf references them via templatefile(). Changed the rule to '/ragent'\nto only ignore the binary at the project root.",
          "is_bot": false,
          "headline": "fix(terraform): add missing ragent-init templates excluded by gitignore",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-24T16:18:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f768c127756e0e930cae07eb220fbc72b8b7c2f3",
          "body": "…iggers (#54)",
          "is_bot": false,
          "headline": "feat(slacksearch): add EscapeSlackMentions to prevent notification tr…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-19T07:09:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7da374a62ef37cf48b1286d0fc1f84b58e3b3167",
          "body": "Add Terraform module and examples deploying RAGent on AWS:\n- EC2 + S3 Vectors deployment example\n- EC2 + SQLite deployment example\n- Fargate + S3 Vectors deployment example\n- Module supports ALB, IAM, OpenSearch, S3 Vectors, Secrets Manager\n- Include Terraform tests for validation\n\nAlso update AGENTS.md with terraform instructions and add\nsecret-template.json for environment variable management.",
          "is_bot": false,
          "headline": "feat(terraform): add AWS deployment module for RAGent (#53)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-18T14:10:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d61eb4567c39dc8035881639669221f74537045",
          "body": null,
          "is_bot": false,
          "headline": "feat(webui): inject 'secret: true' into markdown front matter",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T16:59:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2275c9c4f0b688a129cf8c6c7425d8d924e207f7",
          "body": "…#52)\n\n* feat(slacksearch): add explicit control directives for Slack search\n\nAdd support for explicit Slack search control via natural language directives\nin user queries. Users can now specify 'Slack検索を利用せず' / 'without slack search'\nto disable Slack search, or 'Slack検索を利用して' / 'with slack search' \n[…]\nm YAML frontmatter\n(bool and string values) and include it in reserved fields list.\nAlso increase E2E matrix index creation retries (5→10, 3s→5s) to\nreduce flaky failures from slow OpenSearch startup.",
          "is_bot": false,
          "headline": "feat(slacksearch): add explicit control directives for Slack search (…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T15:27:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e6ecfc8be7fad1d47deaf96564ee57aa03184cf9",
          "body": null,
          "is_bot": false,
          "headline": "fix(oidc_auth): clarify transport option in add command",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T14:25:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1717b9b9f20edab0030bff1f0bc437594ab72e8c",
          "body": null,
          "is_bot": false,
          "headline": "feat(webui): add static asset cache-busting with content hash (#51)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T11:10:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7c4072bbca4c0b58c709f884917af8d58a0f146",
          "body": null,
          "is_bot": false,
          "headline": "feat(auth): enrich bypass requests with OIDC token info",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T09:15:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44d40e25998365caaaaf3833cc5987412641f329",
          "body": "…#50)\n\n* feat(webui): add upload secret metadata and refactor dashboard deps\n\n- Add Secret field to DocumentMetadata for marking sensitive uploads\n- Implement applyUploadSecretMetadata helper for upload source type\n- Add secret checkbox to WebUI upload form with CSRF protection\n- Propagate secret me\n[…]\nmically\nmaps it as text type. Term queries require exact match on keyword fields,\ncausing zero results. Category is explicitly mapped as keyword in the\nindex, ensuring the term filter works correctly.",
          "is_bot": false,
          "headline": "feat(webui): add upload secret metadata and refactor dashboard deps (…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T08:42:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c1edf4117b319fe230272b75f8ed23c6abd0f581",
          "body": "* feat(webui): add dashboard file upload feature\n\n- Add UploadResult, UploadResponse types and upload constants to types.go\n- Implement POST /api/upload handler with multipart processing\n- Add sanitizeFilename, isAllowedExtension helpers\n- Add vectorizeUploadedFiles for targeted vectorization (no Sc\n[…]\ngo\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "refactor: vertical slice architecture (#49)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-16T15:28:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f8ef32ff97cd594516d700d1ec247b7f310e1e50",
          "body": "GITHUB_TOKEN (github-actions[bot]) cannot approve environment\ndeployments because it is not a required reviewer on the e2e-test\nenvironment. Use PAT_TOKEN which authenticates as a reviewer.",
          "is_bot": false,
          "headline": "fix(ci): use PAT_TOKEN for auto-approve environment deployments",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-16T15:21:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cbf18b047f146541eb78a1a6b02abf2c1c74743",
          "body": "GITHUB_TOKEN authenticates as github-actions[bot] which is not\na listed reviewer on the e2e-test environment, so\ncurrent_user_can_approve is always false. Remove the filter and\napprove all pending environment IDs directly.\n\nAlso add early exit when the target E2E run is already\ncompleted/cancelled to avoid 3-min timeout.",
          "is_bot": false,
          "headline": "fix(ci): remove current_user_can_approve filter from auto-approve",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-16T15:14:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9287977e68469748ae977ef3cce1d04b3c0ceb96",
          "body": "…-server (#48)\n\n- Extract domain interfaces (FileScanner, Vectorizer) into internal/pkg/domain/\n- Move rate_limit.go and slack_result.go from slackbot to slacksearch package\n- Remove standalone webui command and integrate dashboard into mcp-server\n- Add --enable-dashboard and --dashboard-directory flags to mcp-server\n- Add SearchOptions struct to slacksearch types\n- Consolidate shared types across ingestion, query, and slacksearch packages",
          "is_bot": false,
          "headline": "refactor: extract domain types and integrate webui dashboard into mcp…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-16T07:35:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6a9d3e481ef9aefbd9344e0dd50ef4b6e7c322e",
          "body": "* feat(slackbot): add progress notification for user actions\n\n* fix: add missing SetAssistantThreadsStatusContext to fakeClient mock\n\n- Add SetAssistantThreadsStatusContext method to fakeClient in contract tests\n- Fixes test compilation error after SlackClient interface was updated\n- Also includes g\n[…]\nved).\n\n* fix(ci): retry approval POST until success or 3 min timeout\n\nMerge GET polling and POST into a single retry loop (36 × 5 s).\nHandles both pending-not-yet-created and POST-422 race conditions.",
          "is_bot": false,
          "headline": "feat(slackbot): add progress notification for user actions (#47)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-12T11:07:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d3b5fe8db036d0cce4c892e9d76d313f20e91cff",
          "body": "* feat(cmd): add --export-eval flags to mcp-server and slack-bot commands\n\n* feat(mcpserver): add eval export to hybrid and slack search handlers\n\n* feat(slackbot): add eval export to search adapters\n\n* feat(ci): add auto-approve workflow for E2E tests\n\n* chore(ci): use ubuntu-slim runner for auto-approve workflow",
          "is_bot": false,
          "headline": "feat: add --export-eval flags to mcp-server and slack-bot commands (#46)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-11T14:41:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f4a1493ebc9bec4bf70882bedcd9036491f22e34",
          "body": "* feat(evalexport): add JSONL eval export to chat and query commands\n\n- Add internal/pkg/evalexport package with EvalRecord types and append-only JSONL writer\n- Add --export-eval / --export-eval-path flags to chat and query commands\n- Integrate export logic into query_command.go runHybridSearch/runO\n[…]\nck to model default\n- Update README.md and README_ja.md with documentation\n\n* fix: resolve lint errors (errcheck, staticcheck, unused)\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat(embedding): add EMBEDDING_DIMENSION config option (#45)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-11T12:28:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4212394b4400ae0e3a32503f80a3c4b58690c03b",
          "body": "* feat(evalexport): add JSONL eval export to chat and query commands\n\n- Add internal/pkg/evalexport package with EvalRecord types and append-only JSONL writer\n- Add --export-eval / --export-eval-path flags to chat and query commands\n- Integrate export logic into query_command.go runHybridSearch/runO\n[…]\ner\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat(evalexport): add JSONL eval export to chat and query commands (#44)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-11T08:14:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "088732d231e285a367d536a13250adfecdac562b",
          "body": "* feat(ocr): add Vertex AI support for Gemini OCR client\n\nAdd Application Default Credentials (ADC) support for Gemini OCR,\nenabling use of Vertex AI backend alongside existing API key auth.\n\nChanges:\n- Support both API key and ADC authentication methods\n- Add GEMINI_GCP_PROJECT and GEMINI_GCP_LOCAT\n[…]\ngestion): remove unused gemini model test\n\n* feat(lint): add nilaway to CI and linting configuration\n\n* chore: remove nilaway configuration and script\n\n* chore(ci): integrate zizmor into lint workflow",
          "is_bot": false,
          "headline": "feat(ocr): add Vertex AI support for Gemini OCR client (#43)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-10T12:40:32Z",
          "body_truncated": true,
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          "body": null,
          "is_bot": false,
          "headline": "docs: add AWS Secrets Manager integration guide to README",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-09T10:46:26Z",
          "body_truncated": false,
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        },
        {
          "oid": "9b622b2f67405095ce665915c6e3a5d1490ac54b",
          "body": "…(#42)\n\n* feat(config): add Secrets Manager fallback for env vars\n\n- Add SecretsManagerClient interface and LoadSecretsIntoEnv helper\n- Use sync.Once to ensure SM is fetched at most once per process\n- Existing env vars take priority over SM values (never overwritten)\n- Integrate into Load() and Load\n[…]\nnvironment requirement to allow tests without approval\n\n* fix(config): disable Secrets Manager in config tests to prevent CI failures\n\n* fix(ingestion): add minimum interval validation for follow mode",
          "is_bot": false,
          "headline": "feat(config): add Secrets Manager fallback for environment variables …",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-09T10:40:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a3c2a84bcd3ff68bb34740c6446f78895d8a6347",
          "body": "* test: add PDF fixture for OCR E2E tests\n\n* test: add 12-pattern E2E backend matrix tests\n\n* ci: add matrix strategy for E2E backend patterns\n\n* test: fix silent error handling in cleanup helpers\n\n* test: add E2E backend matrix tests for comprehensive coverage\n\n- Add 12-pattern E2E test matrix cove\n[…]\n from struct tag\n\n* refactor(ingestion): update default OCR model ID\n\n* refactor(ingestion/pdf): update default model ID prefix\n\n* fix(ci): add retry to matrix index creation to prevent flaky failures",
          "is_bot": false,
          "headline": "test: add E2E backend matrix tests for comprehensive coverage (#41)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T16:52:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "155927d0c91c1658c3b101f38932cbbc3a0baa01",
          "body": "* chore(deps): add godotenv for config test helpers\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* feat(bedrock): add bearer token AWS config builder\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/o\n[…]\nig\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat(bedrock): add shared auth config for region and bearer token (#40)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T11:28:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
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          "oid": "589ab2735118ab42414d8873a71e510bfc67260b",
          "body": "* refactor(vectorizer): rename S3VectorClient to VectorStore interface\n\n- Rename S3VectorClient -> VectorStore in interfaces.go\n- Rename GetBucketInfo -> GetBackendInfo\n- Add DeleteAllVectors(ctx) (int, error) to VectorStore interface\n- Update all consumers to use VectorStore\n- Add static assertion \n[…]\nhuslabs.ai>\n\n* fix: resolve golangci-lint errors across sqlitevec and pdf packages\n\n* fix: check store.Close error in integration test\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat: add sqlite-vec as alternative vector storage backend (#39)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T08:38:40Z",
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          "headline": "fix: resolve golangci-lint errors across sqlitevec and pdf packages",
          "author_name": "rluisr",
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          "committed_at": "2026-03-07T08:26:28Z",
          "body_truncated": false,
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          "body": "- Use modernc.org/sqlite (CGO-free) instead of ncruces WASM\n  (ncruces WASM fails with i32.atomic.store incompatibility)\n- Regular TABLE with BLOB embedding storage (no vec0 extension needed)\n  vec0 requires C extension which conflicts with CGO-free goal\n- Implement all VectorStore methods:\n  StoreVector (float64→float32→BLOB), ValidateAccess,\n  ListVectors (with LIKE prefix escaping),\n  DeleteVector, DeleteAllVectors, GetBackendInfo\n- 15 tests all passing (TDD)",
          "is_bot": false,
          "headline": "feat(sqlitevec): implement VectorStore interface for sqlite-vec",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T07:16:18Z",
          "body_truncated": false,
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        {
          "oid": "a1ec79c3c52d77eff109e9b5549a110efc340fb1",
          "body": "- Add github.com/ncruces/go-sqlite3 v0.30.5 (WASM SQLite driver)\n- Add github.com/asg017/sqlite-vec-go-bindings v0.1.6\n- Add tools.go to keep deps in go.mod before active imports\n- modernc.org/sqlite remains for hashstore",
          "is_bot": false,
          "headline": "chore(deps): add ncruces/go-sqlite3 and sqlite-vec-go-bindings",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T06:54:43Z",
          "body_truncated": false,
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          "oid": "c299b2b23bd933d4203a5a819ca4d04893e78765",
          "body": "- Add VectorDBBackend field (default=s3)\n- Add SqliteVecDBPath field (default=~/.ragent/vectors.db)\n- Remove required=true from AWS_S3_VECTOR_BUCKET, AWS_S3_VECTOR_INDEX\n- Add runtime validation: s3 backend requires bucket/index\n- Add config tests for new validation logic",
          "is_bot": false,
          "headline": "feat(config): add VECTOR_DB_BACKEND and SQLITE_VEC_DB_PATH settings",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T06:54:37Z",
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          "oid": "27668a2001ed7df3aee4d1d0381b29107a4404aa",
          "body": "- Rename S3VectorClient -> VectorStore in interfaces.go\n- Rename GetBucketInfo -> GetBackendInfo\n- Add DeleteAllVectors(ctx) (int, error) to VectorStore interface\n- Update all consumers to use VectorStore\n- Add static assertion in S3VectorService",
          "is_bot": false,
          "headline": "refactor(vectorizer): rename S3VectorClient to VectorStore interface",
          "author_name": "rluisr",
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          "committed_at": "2026-03-07T06:54:30Z",
          "body_truncated": false,
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          "body": "* ci: add zizmor GHA security scanner\n\n- Add pre-commit hook with zizmor-pre-commit (v1.22.0)\n\n- Add GitHub Actions workflow to run zizmor on non-main branch pushes\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* \n[…]\nd.\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "ci: add zizmor GHA security scanner (#37)",
          "author_name": "Hasegawa Takuya",
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          "body": "* feat(ingestion): add PDF domain types, config fields, and scanner detection\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-Claude)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* feat(pdf): implement Bedrock OCR client and PDF page reader\n\nUltraworked with [Sisyphus](\n[…]\ns)\n- Add configurable OCR_MAX_TOKENS, OCR_CONCURRENCY, GEMINI_API_KEY settings\n- Update README/README_ja with Gemini OCR documentation\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat(pdf): add Gemini OCR provider and improve batch processing (#36)",
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          "headline": "Initial commit: RAGent - RAG system CLI tool",
          "author_name": "rluisr",
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          {
            "key": "abandonment",
            "band": "excellent",
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            "note": null,
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              "cap": null,
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              {
                "key": "project_is_still_maintained",
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                  {
                    "code": "abandonment_maintained",
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
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        "name": "Community & Adoption",
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        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
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            "note": null,
            "notes": [],
            "value": 17,
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              "forks": 2,
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              "growth_state": "unverified",
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "12 stars",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
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                      "count": 12
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
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                "status": "missed",
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                  {
                    "code": "forks",
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                ],
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              },
              {
                "key": "watchers",
                "name": "Watchers",
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                "details": [
                  {
                    "code": "watchers",
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                      "count": 0
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
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            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
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              "has_code_of_conduct": false,
              "has_pull_request_template": true
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                "key": "readme",
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              {
                "key": "license",
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                    "code": "license_custom",
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                "points": 0,
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              },
              {
                "key": "issue_template",
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                "points": 0,
                "status": "missed",
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              {
                "key": "pr_template",
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          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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        "weight": 0.24,
        "metrics": [
          {
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            "note": null,
            "notes": [],
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              "top_contributor_share": 1
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
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                      "count": 1
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                ],
                "max_points": 54
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              {
                "key": "commit_distribution",
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                  {
                    "code": "top_contributor_share",
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                      "share": 100
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                ],
                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
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                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
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                      "count": 1
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                  }
                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 65,
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              "closed_issues": 1,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 1
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
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                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
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                      "share": 100
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "65/66 decided PRs merged",
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                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 65,
                      "decided": 66
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
            "value": 48,
            "inputs": {
              "followers": 1,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "ca-srg",
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              "account_age_days": 2066
            },
            "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": "1 followers of ca-srg",
                "points": 2.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1,
                      "login": "ca-srg"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "3 public repos, account ~5 yr old",
                "points": 15.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 3
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 5
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/ca-srg/ragent"
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 7
            },
            "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"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 7 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 7
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "77 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
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                      "count": 77
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
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                "points": 24,
                "status": "met",
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                    "code": "ci_workflows",
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                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
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              {
                "key": "linter_config",
                "name": "Linter config",
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              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
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              {
                "key": "editorconfig",
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                "status": "missed",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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                "rag",
                "vector",
                "aws",
                "bedrock",
                "markdown",
                "opensearch",
                "s3-vectors",
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                "mcp-server",
                "oidc",
                "opentelemetry",
                "pdf",
                "slack-bot",
                "sqlite-vec",
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            "components": [
              {
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              },
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                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
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              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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              },
              {
                "key": "repository_description",
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                "points": 10,
                "status": "met",
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              },
              {
                "key": "topics",
                "name": "Topics",
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                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
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                      "count": 19
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
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        "name": "Security",
        "value": 33,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 34,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
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              "scorecard_aggregate": 3.4
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            "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 not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "16 out of 16 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": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "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": "54 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "at_risk",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 123 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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 123
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 31,
            "inputs": {
              "source": "osv",
              "advisories": 89,
              "affected_packages": 18,
              "assessed_packages": 123,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 2, high 6, moderate 8, unknown 2",
              "direct_affected_packages": 9
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "9 affected: github.com/modelcontextprotocol/go-sdk v0.4.0 (high 8.1), go.opentelemetry.io/otel v1.38.0 (high 7.5), go.opentelemetry.io/otel/sdk v1.38.0 (high 7.0), +6 more",
                "points": 5.7,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 9,
                      "packages": "github.com/modelcontextprotocol/go-sdk v0.4.0 (high 8.1), go.opentelemetry.io/otel v1.38.0 (high 7.5), go.opentelemetry.io/otel/sdk v1.38.0 (high 7.0)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "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": "8 advisory-carrying package(s) unaddressed past 90 days; oldest published 169 days ago",
                "points": 17.5,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 8,
                      "oldest": 169
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "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": 123,
              "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": {}
                  }
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                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 1
            },
            "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": 87,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.947,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 7884
            },
            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md"
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                  }
                ],
                "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",
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                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 54,
                      "sampled": 57
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
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                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "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": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 57",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
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                  }
                ],
                "max_points": 10
              },
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                "key": "automated_maintenance",
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                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 7,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "largest_source_bytes": 50917,
              "source_files_sampled": 305,
              "oversized_source_files": 0
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                "status": "met",
                "details": [
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              },
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                "key": "manageable_file_sizes",
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                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
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                      "sampled": 305,
                      "oversized": 0
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                ],
                "max_points": 55
              }
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          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "example_dirs": [
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              "has_mcp_signal": true,
              "api_schema_files": [
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                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "openapi.yaml",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "openapi.yaml"
                    }
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              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
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                "status": "met",
                "details": [
                  {
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T19:37:43.883692Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/ca-srg/ragent.svg",
  "full_name": "ca-srg/ragent",
  "license_state": "custom",
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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 v0.26.0 — metodología completa · wiki de métricas.

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