Registro público
Informe de salud del softwareesquema 0.26.0 · métricas 1.13.0 · 2026-07-22 08:45 UTC

leandroveronezi / go-recognizer

Face detection and recognition using golang

GoMIT★ 78 estrellas⑂ 13 forksdesde feb 2020Ver en GitHub ↗

leandroveronezi/go-recognizer tiene un índice de salud de 54 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Engineering Quality (62/100) y la más baja, Community & Adoption (45/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

54
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.

54
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

leandroveroneziCuenta personal
6 seguidores21 repositorios públicosdesde ene 2017

Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
Gogithub.com/leandroveronezi/go-recognizerv1.1.0-11hace 1 día

Métricas por categoría

Vitalidad

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

51Moderado · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
0.7/36Cadencia de commits — 1/52 semanas con commits
14/18Volumen de commits — 35 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year35
human_commit_share0,971
days_since_last_push0
active_weeks_last_year1
Cómo se puntúa
27/27Publica versiones — 2 versiones publicadas
0/36Recencia de las versiones — última versión hace 1191 días
5.4/27Cadencia de publicación — una versión cada ~805 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count2
latest_release_tagv1.0.1
releases_from_tagsno
days_since_latest_release1191
mean_days_between_releases805
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

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

45En riesgo · 18% del índice global
Cómo se puntúa
30.6/60Estrellas — 78 estrellas
9/25Forks — 13 forks
1.7/15Observadores — 3 observadores
Datos de entrada utilizados
forks13
stars78
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sostenibilidad y Gobernanza

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

53Moderado · 24% del índice global
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
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Datos de entrada utilizados
bus_factor1
contributors_sampled1
top_contributor_share1
Cómo se puntúa
0/46.8Resolución de issues — sin issues o sin datos
38.2/38.3Aceptación de PR — 2/2 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs2
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues. Los pesos restantes se han renormalizado.
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
6.1/25Alcance del propietario — 6 seguidores de leandroveronezi
21.8/25Trayectoria — 21 repos públicos, cuenta de ~9 años
Datos de entrada utilizados
followers6
owner_typeUser
is_verified
owner_loginleandroveronezi
public_repos21
account_age_days3459
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en go
35/35Recencia de publicación — última publicación hace 1 días
20/20Historial de versiones — 11 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/leandroveronezi/go-recognizer
ecosystemsgo
any_deprecatedno
min_days_since_publish1

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

62Moderado · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 1 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — sin datos
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_configno
has_precommit_configno
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: CI-Tests. Los pesos restantes se han renormalizado.

Documentación

65Moderado
Cómo se puntúa
30/30README
0/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://leandroveronezi.github.io/go-recognizer
10/10Descripción del repositorio
10/10Topics — 8 topics
0/10Wiki
Datos de entrada utilizados
topicsgolang, face-recognition, face-detection, dlib-face-detection, dlib-face-recognition, cnn-classification, computer-vision, go
has_wikino
homepagehttps://leandroveronezi.github.io/go-recognizer
has_readme
has_docs_dirno
has_description

Seguridad

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

58Moderado · 16% del índice global
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
0/2.5CI-Tests — sin datos
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
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4,7
Excluidos de la puntuación (sin datos o no aplicable): ci_tests, packaging, signed_releases. Los pesos restantes se han renormalizado.
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
0/25Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories0
affected_packages0
assessed_packages5
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos, Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejaron 5 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.

58Moderado · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
27.5/40Historial de commits legible — 34 de 66 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,515
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
12.6/18Arranque con un solo comando — examples/go.mod, go.mod (convención del toolchain, sin ejecutor de tareas)
22/22Pruebas automatizadas
0/11Configuración de lint / formato
11/11Verificación estática de tipos — Go (tipado estático)
10/10Entorno reproducible — Dockerfile
8.8/10Práctica demostrada con agentes — 3 de los últimos 68 commits con autoría o crédito de agente
8/8Mantenimiento automatizado — 2 de los últimos 68 commits son actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0,044
toolchain_manifestsexamples/go.mod, go.mod
dependency_bot_commit_share0,029
Cómo se puntúa
45/45Código verificable por tipos — Go (tipado estático)
55/55Tamaños de archivo manejables — 0/10 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageGo
largest_source_bytes12.937
source_files_sampled10
oversized_source_files0
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalno
api_schema_files

Datos clave

78estrellas de GitHub
1contribuidores
35commits en los últimos 12 meses
0días desde el último push
2versiones publicadas
1factor bus
0issues abiertas
Goecosistemas de paquetes

Más detalle

Historial de estrellas y forks 78 ★ / 13 ⇿
78Estrellas
13Forks
2Versiones

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.

020406080781282020-032023-052026-07
Mayor 1Menor 0Parche 1

Cada punto abarca 6 días.

OpenSSF Scorecard 4.7 / 10
4.7agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-22 08:45 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/dCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Dependencias directas 4
RegistroPaqueteRestricción de versiónManifiesto
Gogithub.com/fogleman/ggv1.3.0go.mod
Gogithub.com/golang/freetypev0.0.0-20170609003504-e2365dfdc4a0go.mod
Gogolang.org/x/imagev0.44.0go.mod
Gogithub.com/leandroveronezi/go-facev1.1.0go.mod
Todas las dependencias 5

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 4 paquetes directos y 1 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Gogithub.com/fogleman/ggv1.3.0directa
Gogithub.com/golang/freetypev0.0.0-20170609003504-e2365dfdc4a0directa
Gogithub.com/leandroveronezi/go-facev1.1.0directa
Gogolang.org/x/imagev0.44.0directa
Gogithub.com/leandroveronezi/go-recognizerv1.1.0indirecta
Avisos de dependencias 0

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 5 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 0 tienen avisos conocidos, de los cuales 0 son directas.

Ningún aviso conocido afecta a las dependencias evaluadas.

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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    "license": {
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    "activity": {
      "releases": [
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          "kind": "patch",
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        {
          "tag": "v1.0.0",
          "kind": "major",
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          "oid": "d00c43f76ffb3a2b603c53e244c6204cea1d9fa1",
          "body": null,
          "is_bot": false,
          "headline": "README: render the dlib note as a GitHub [!NOTE] callout",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-21T13:46:43Z",
          "body_truncated": false,
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        },
        {
          "oid": "da2471e0465b738ef2f6f543321db519bd9a5d1a",
          "body": "The shortened version pointing to go-face's README for specifics was\nless clear standalone -- use the same full paragraph in both.",
          "is_bot": false,
          "headline": "README: match go-face's full dlib-datedness note verbatim",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-21T13:41:49Z",
          "body_truncated": false,
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        },
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          "oid": "62d71784b1549cba8a644eaf73b73c4bfc3a21c1",
          "body": "Points to go-onnxface for actively-developed alternatives; see\ngo-face's README for the specifics behind the claim.",
          "is_bot": false,
          "headline": "README: note that dlib's face pipeline predates modern models",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-21T13:34:36Z",
          "body_truncated": false,
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        },
        {
          "oid": "7817c13609cbcdf4ef4e137189cd1661d8625224",
          "body": "RecognizeSingle genuinely returns ErrNotSingleFace (unlike\nRecognizeMultiples/IdentifyMultiples, which return an empty/partial\nlist instead of erroring), so it's worth showing the errors.Is check\nhere too.",
          "is_bot": false,
          "headline": "examples: demonstrate ErrNotSingleFace in the landmarks example",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-20T13:48:30Z",
          "body_truncated": false,
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          "oid": "aec4919f9699f2a7fda9e02774bc6f2f7201108f",
          "body": "Makes the ErrNoFace/ErrNotSingleFace check visible where it actually\nhappens (AddImageToDataset), instead of only in the README's Errors\nsection.",
          "is_bot": false,
          "headline": "examples: demonstrate sentinel error handling with errors.Is",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-20T13:44:42Z",
          "body_truncated": false,
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        {
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          "body": null,
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          "headline": "examples: bump go-recognizer/go-face to v1.1.0 (Identify rename)",
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          "author_login": null,
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          "is_bot": false,
          "headline": "Rename Classify to Identify/IdentifyMultiples; add sentinel errors",
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          "is_bot": false,
          "headline": "Add DownloadModels to fetch default model files if missing",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T16:47:30Z",
          "body_truncated": true,
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        },
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          "body": "Multi-stage build: compiles dlib from source on Alpine (which has no\ndlib package), builds the detection example against it (dlib links\nstatically, so the runtime stage doesn't need it), and produces a\n~50MB runtime image with just the shared libraries the compiled binary\nactually needs (found via a\n[…]\nts dlib's old cmake_minimum_required() declarations)\nwithout them.\n\nVerified by actually building and running the image: all 7 faces in\nelenco3.jpg detected and labeled correctly inside the container.",
          "is_bot": false,
          "headline": "examples: add Docker build example (Kagami/go-face#76)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T16:33:25Z",
          "body_truncated": true,
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          "body": null,
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.9",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T15:27:02Z",
          "body_truncated": false,
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        },
        {
          "oid": "3d9546b40c461773c9f024e34d5e5736814a1151",
          "body": "AddImageToDataset, RecognizeSingle, and RecognizeMultiples used to\nwrite a grayscale JPEG to a temp file just so go-face could immediately\ndecode that same JPEG back into pixels. With go-face v1.0.7's\nRecognizeRaw (Kagami/go-face#69), the already-decoded, already-grayed\npixels go straight to goFace \n[…]\n- faces.jpg/faces2.jpg came\nout byte-identical (annotation draws over the original color image, not\nthe internal recognition path), landmarks.jpg shifted by ordinary\ndecoder-rounding differences only.",
          "is_bot": false,
          "headline": "Skip the temp-file/JPEG round trip when UseGray is set",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T15:25:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5f2db5d9d52705d9204b9b5b550af0242cd185ea",
          "body": null,
          "is_bot": false,
          "headline": "README: add CI status badge",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:57:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91747a5214211ece495bf24c354f7574cf656914",
          "body": null,
          "is_bot": false,
          "headline": "ci: use go mod tidy instead of go mod download to populate go.sum",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:53:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "528d6cf5fcd3f2e3167c325175b9993c9e1bc4e7",
          "body": null,
          "is_bot": false,
          "headline": "ci: download deps before build (go.sum isn't tracked in this repo)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:52:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0dc93978ca457b4d628cb1dd7956b67f639a2bd2",
          "body": "No CI existed before this -- the exact gap that let the GrayScale/JPEG\nregression found earlier this session land on master undetected, since\ngo build/go vet don't exercise runtime behavior. This runs the full\ntest suite (and govulncheck) automatically instead of relying on\nsomeone noticing manually.",
          "is_bot": false,
          "headline": "Add CI: build, vet, test -race, govulncheck on every push/PR",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:51:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3dbf889a76e9d98650a7dc0f5635fd421445cd22",
          "body": null,
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.8",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:35:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cd0550f2357731b55b5b3f778f5627ec69334b6",
          "body": null,
          "is_bot": false,
          "headline": "Bump go-face to v1.0.5 (fixes upstream Kagami/go-face#82 build error)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:34:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b21880ed01bb0b60d30bf7f2fc14009f64ebd973",
          "body": "go-face's own file loader only understands JPEG, but go-recognizer\nalready worked around this: with the default UseGray=true,\nAddImageToDataset/RecognizeFile decode the source with Go's standard\nimage package (PNG is supported here via fogleman/gg's transitive\nimage/png import) and re-encode as JPEG\n[…]\nhich case is covered: with UseGray=false the file\ngoes straight to go-face's JPEG-only loader, so PNG fails there --\ndocumented and tested as the boundary of the workaround, not silently\nglossed over.",
          "is_bot": false,
          "headline": "Document and test PNG support via UseGray (Kagami/go-face#45)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:20:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "726d9000dbdbfd5c7b53a8a96b650a6379cebc94",
          "body": "Same pattern as Model.Landmark: set before Init to point the resnet\ndescriptor and/or CNN detector loading at differently-named or\nfine-tuned model files, instead of go-face's defaults. Backed by\ngo-face v1.0.4's generalized NewRecognizerWithModels.\n\nAdded regression tests proving both are genuinely honored (a wrong\nfilename fails to load; a renamed file loads and produces working\ndescriptors/detections through the configured name, not the default).",
          "is_bot": false,
          "headline": "Expose Model.Descriptor and Model.CNN alongside Model.Landmark",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T14:08:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb7f62d4cf0cc7a2b15b3f9112b7fe99d541c961",
          "body": "No tests existed before this -- the grayscale/JPEG regression found\nearlier this session was only caught by manually exercising\nAddImageToDataset end-to-end, not by build/vet. Uses the models/photos\nalready checked into examples/ rather than duplicating fixtures.\n\nrecognizer_test.go:\n- Init loads th\n[…]\n), with no dlib/model files needed.\n- DrawFaces/DrawFaces2/DrawLandmarks smoke tests using synthesized\n  Face/goFace.Face values, also without needing real detection.\n- SaveImage/LoadImage round trip.",
          "is_bot": false,
          "headline": "Add automated test suite",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:53:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b569b2ba4d4c79871e36ab82a932e97ea9129c5b",
          "body": null,
          "is_bot": false,
          "headline": "README: document rec.Model.Landmark (68-point landmark option)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:48:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34692ab181c16593f3cbcb1a56297273cdcccfa8",
          "body": "Set rec.Model.Landmark = \"shape_predictor_68_face_landmarks.dat\" before\nInit for full facial contour landmarks (jawline, eyebrows, nose bridge,\neyes, lips) in Face.Shapes, instead of the default 5-point model. Backed\nby go-face v1.0.3's NewRecognizerWithShapePredictor.\n\nVerified end-to-end: 68-point model returns 68 shapes and draws the full\ncontour via DrawLandmarks; default (empty Model.Landmark) still returns\n5 shapes as before.",
          "is_bot": false,
          "headline": "Add Model.Landmark to select a non-default shape predictor",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:47:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b75cfd85fd0ed16532367a7c7fdbf50a47be4cc7",
          "body": "- New Features bullets for incremental dataset updates, match\n  distance/confidence, and landmarks.\n- Face recognition example updated to match recognition/main.go (no\n  more SetSamples() call, prints Distance/Confidence per match).\n- New Face landmarks section with the landmarks/ example and result\n  image.\n- Note that examples now live one per subfolder and must be run from\n  inside examples/.",
          "is_bot": false,
          "headline": "README: document landmarks/distance/confidence, add landmarks example",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:33:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c59ba72d888319fcb142ba907e8ff95bd81e5dc",
          "body": "- Move detection.go and recognition.go into their own detection/ and\n  recognition/ packages: both were package main with their own\n  func main() in the same directory, so go build ./... in this module\n  has never actually succeeded until now.\n- New landmarks/ example: runs RecognizeSingle on fotos/\n[…]\nfier in sync incrementally as of\n  go-recognizer v1.0.5) and prints each match's Distance/Confidence.\n- Bump to go-recognizer v1.0.5 / go-face v1.0.2.\n- Regenerate faces.jpg/faces2.jpg output samples.",
          "is_bot": false,
          "headline": "examples: reorganize into subfolders, add landmarks example",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:31:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "50b70e945b8157233b64f75e7f79315da04ea323",
          "body": "…ssion\n\n- Face gains Shapes ([]image.Point, the facial landmark points already\n  returned by go-face but previously dropped), Distance (squared\n  Euclidean distance to the matched Dataset entry), and Confidence (a\n  convenience 1-Distance/Tolerance score in [0,1], not a calibrated\n  probability). Po\n[…]\ngeToDataset end-to-end with real models\n  during this change, not by build/vet alone. Now builds an *image.NRGBA\n  from grayscale-converted pixels instead, which still encodes as a\n  3-component JPEG.",
          "is_bot": false,
          "headline": "Expose landmarks, match distance/confidence; fix grayscale JPEG regre…",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:29:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6580ae7af2dbffa5726fa87eafd7a710e176d0ea",
          "body": null,
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.4 (arch-aware go-face CXXFLAGS)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:11:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0c10919c9fdae6793b226ca935760b62d7369d7",
          "body": "- go-face v1.0.1 fixes an ARM/Apple Silicon build regression introduced\n  by v1.0.0's hardcoded -march=x86-64.\n- Drop the Go Report Card badge: the service has been sunset (the page\n  now shows a static \"thank you\" notice instead of grading repos).\n- Document that go-face needs CGO_ENABLED=1; without it the build fails\n  with confusing \"undefined: face.NewRecognizer\" errors instead of a\n  compiler error.",
          "is_bot": false,
          "headline": "Bump go-face to v1.0.1 (arch-aware CXXFLAGS); README cleanup",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T13:09:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7975d6ef7b35ab3edcb745a3943f2862c68882ed",
          "body": "- Add an intro paragraph and a features list instead of jumping\n  straight to install instructions.\n- Swap the dead godoc.org badge for pkg.go.dev, add a latest-tag badge.\n- Fix grammar issues and tidy formatting/spacing.\n- Point the examples at examples/ so the README code stays honest\n  about being runnable, and fix the faces2.jpeg/faces2.jpg mismatch.\n- Add Contributing and License sections.",
          "is_bot": false,
          "headline": "Rewrite README for clarity and discoverability",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T12:52:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e634136b4a9451e60898f870d5c3ea3a23ca3a71",
          "body": "Classify/ClassifyMultiples index into Dataset using positions captured\nat the last SetSamples call, so those positions go stale as soon as\nAddImageToDataset, LoadDataset, or Init change Dataset underneath them.\nThis was already true before the mutex work; it just wasn't written\ndown anywhere.",
          "is_bot": false,
          "headline": "Document the SetSamples/Dataset consistency contract",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T12:44:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87ed4ee68cdf21ae70ac6f19eb0d6026b1d6ab47",
          "body": null,
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.3 (leandroveronezi/go-face fork)",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T12:36:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84557c1c6397e6120bd0e6b135e1287df2c0bea6",
          "body": "Upstream Kagami/go-face has had no recent activity and ships a\nhardcoded -march=native CXXFLAGS that breaks builds on CI/containers\nwhose compiler doesn't recognize the reported host architecture.\nSwitch to a maintained fork that fixes it, so this build-portability\nfix reaches everyone who depends on go-recognizer instead of only\nworking when go-recognizer's own go.mod has a replace directive\n(which wouldn't propagate to downstream consumers).",
          "is_bot": false,
          "headline": "Depend on github.com/leandroveronezi/go-face instead of Kagami/go-face",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-18T12:34:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df75d3f91a3deab1d7bf046c242baa51b27ee637",
          "body": "… with a mutex\n\n- SaveImage no longer leaks a file descriptor when jpeg.Encode fails;\n  createTempGrayFile now removes its temp file if SaveImage fails after\n  creating it.\n- LoadDataset closes its file handle; SaveDataset writes the dataset\n  file at 0600 (was 0777) and chmods it explicitly so a pr\n[…]\ns-check personID against len(Dataset)\n  before indexing, and ClassifyMultiples now locks only around each\n  Dataset read instead of the whole classify loop.\n\nNo public API names or signatures changed.",
          "is_bot": false,
          "headline": "Fix file-handle leaks, tighten dataset permissions, and guard Dataset…",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-17T19:36:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "776019e0bb5b2d6a5419bc9745e29b49d2f2762f",
          "body": "Resolves the remaining Dependabot alerts on examples/go.mod (unpatched\ndisintegration/imaging TIFF crash, outdated golang.org/x/image).\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "examples: bump go-recognizer to v1.0.2 to pull in security fixes",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-17T18:51:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9cb221792942a1bb75075e969d122a78ba7d3d86",
          "body": "…advisory\n\ngithub.com/disintegration/imaging has no fixed version for GHSA-q7pp-wcgr-pffx\n(CVE-2023-36308, integer index out of range in Grayscale when processing\ncrafted TIFF images) and is unmaintained. Replace the single call site\n(GrayScale) with a minimal stdlib-only implementation, removing the\nvulnerable dependency entirely.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Remove disintegration/imaging dependency to fix unpatched TIFF crash …",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-17T18:49:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "692fa017ab98f1d7bf56b1909a216b30058696b3",
          "body": "Resolves Dependabot alerts including the high-severity TIFF PackBits\nexcessive resource consumption issue plus older palette-color panic\nand OOM/CPU-consumption advisories.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump golang.org/x/image to v0.44.0 to fix security advisories",
          "author_name": "Leandro",
          "author_login": null,
          "committed_at": "2026-07-17T18:40:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "95b348022f568b2482d2c968ca84e865aa162b51",
          "body": "…ng.org/x/image-0.5.0\n\nBump golang.org/x/image from 0.0.0-20200119044424-58c23975cae1 to 0.5.0",
          "is_bot": false,
          "headline": "Merge pull request #2 from leandroveronezi/dependabot/go_modules/gola…",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2023-04-11T14:38:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "521065bb3978b3982f064da3c47b8fa65ebf6a43",
          "body": "Bumps [golang.org/x/image](https://github.com/golang/image) from 0.0.0-20200119044424-58c23975cae1 to 0.5.0.\n- [Release notes](https://github.com/golang/image/releases)\n- [Commits](https://github.com/golang/image/commits/v0.5.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/image\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump golang.org/x/image from 0.0.0-20200119044424-58c23975cae1 to 0.5.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2023-04-11T14:36:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "648ad7a245a3af240839347f759241cefc981aa7",
          "body": "…ples/golang.org/x/image-0.5.0\n\nBump golang.org/x/image from 0.0.0-20200119044424-58c23975cae1 to 0.5.0 in /examples",
          "is_bot": false,
          "headline": "Merge pull request #1 from leandroveronezi/dependabot/go_modules/exam…",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2023-04-11T14:35:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "149261de9743c414b298349af36d6a999835d1fb",
          "body": "Bumps [golang.org/x/image](https://github.com/golang/image) from 0.0.0-20200119044424-58c23975cae1 to 0.5.0.\n- [Release notes](https://github.com/golang/image/releases)\n- [Commits](https://github.com/golang/image/commits/v0.5.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/image\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump golang.org/x/image in /examples",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2023-04-11T13:56:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "38e71101bbf1da41d75a357bf5d19c090b861761",
          "body": null,
          "is_bot": false,
          "headline": "installation instructions",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2022-09-14T20:33:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0aed1350601971ffc163573f3eae4bab6cc028f",
          "body": null,
          "is_bot": false,
          "headline": "installation instructions",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2022-09-14T20:32:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9242ff5f092d137ec6072a3910cd3feae2a5c331",
          "body": null,
          "is_bot": false,
          "headline": "installation instructions",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2022-09-14T20:30:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8797209bdcddca20031bcc419581b1115ec3ae4",
          "body": null,
          "is_bot": false,
          "headline": "Fix Bugs",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-29T23:39:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "10f58158cd4e21409191cfb61a61ac7b38655722",
          "body": null,
          "is_bot": false,
          "headline": "Add files via upload",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-08T16:06:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57602f3b9b686d0451956644f416f6089bdf4851",
          "body": null,
          "is_bot": false,
          "headline": "Update go.mod",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-07T21:06:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb9c4e4c0149769797deb7d0e6474494d288ed7f",
          "body": null,
          "is_bot": false,
          "headline": "Update README.md",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-07T19:02:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "158d50884d800c1a7ffd7feef8f85f39c3de512a",
          "body": null,
          "is_bot": false,
          "headline": "Update doc",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-07T19:01:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8883e3f13be6e531eefae509db9b2ec9472221f0",
          "body": null,
          "is_bot": false,
          "headline": "Fix Bugs",
          "author_name": "leandroveronezi",
          "author_login": "leandroveronezi",
          "committed_at": "2020-07-07T19:00:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "010f37aa9599954268c6c47a612ce28e54e95cb2",
          "body": null,
          "is_bot": false,
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "no SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "d00c43f76ffb3a2b603c53e244c6204cea1d9fa1",
        "ran_at": "2026-07-22T08:45:40Z",
        "aggregate_score": 4.7,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-21T13:50:25Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2023-04-11T14:38:09Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/leandroveronezi/go-recognizer",
    "host": "github.com",
    "name": "go-recognizer",
    "owner": "leandroveronezi"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 54,
      "inputs": {
        "security": 58,
        "vitality": 51,
        "community": 45,
        "governance": 53,
        "engineering": 62
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "moderate",
        "name": "Vitality",
        "value": 51,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "commits_last_year": 35,
              "human_commit_share": 0.971,
              "days_since_last_push": 0,
              "active_weeks_last_year": 1
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "1/52 weeks with commits",
                "points": 0.7,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 1
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "35 commits in the last year",
                "points": 14,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 35
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "at_risk",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 36,
            "inputs": {
              "releases_count": 2,
              "latest_release_tag": "v1.0.1",
              "releases_from_tags": false,
              "days_since_latest_release": 1191,
              "mean_days_between_releases": 805
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "2 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 1191 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 1191
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~805 days",
                "points": 5.4,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 805
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 0,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 0 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 0
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                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 45,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 41,
            "inputs": {
              "forks": 13,
              "stars": 78,
              "watchers": 3,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "below_threshold"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "78 stars",
                "points": 30.6,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 78
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "13 forks",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "3 watchers",
                "points": 1.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 53,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "merged_prs": 2,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2/2 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 2,
                      "decided": 2
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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
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 47,
            "inputs": {
              "followers": 6,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "leandroveronezi",
              "public_repos": 21,
              "account_age_days": 3459
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "6 followers of leandroveronezi",
                "points": 6.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 6,
                      "login": "leandroveronezi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "21 public repos, account ~9 yr old",
                "points": 21.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 21
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 9
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/leandroveronezi/go-recognizer"
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 1
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 1 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 1
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "11 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 11
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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": "moderate",
        "name": "Engineering Quality",
        "value": 62,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
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              "has_editorconfig": false,
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            "components": [
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                "key": "ci_workflows",
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                "points": 24,
                "status": "met",
                "details": [
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                    "code": "ci_workflows",
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
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                "points": 24,
                "status": "met",
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                "key": "linter_config",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [
                "golang",
                "face-recognition",
                "face-detection",
                "dlib-face-detection",
                "dlib-face-recognition",
                "cnn-classification",
                "computer-vision",
                "go"
              ],
              "has_wiki": false,
              "homepage": "https://leandroveronezi.github.io/go-recognizer",
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
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              {
                "key": "documentation_directory",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
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              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://leandroveronezi.github.io/go-recognizer",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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              {
                "key": "repository_description",
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                "detail": null,
                "points": 10,
                "status": "met",
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              {
                "key": "topics",
                "name": "Topics",
                "detail": "8 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
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                      "count": 8
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                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 58,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4.7
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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": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "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": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 5 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 5
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 5,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
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                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
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                "max_points": 40
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            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 5,
              "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
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          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 58,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 28,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.515,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
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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",
                "detail": "34 of 66 human commits state their intent (structured subject or explanatory body)",
                "points": 27.5,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 34,
                      "sampled": 66
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                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.044,
              "toolchain_manifests": [
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                "go.mod"
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              "dependency_bot_commit_share": 0.029
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            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "examples/go.mod, go.mod (toolchain convention, no task runner)",
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                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "examples/go.mod, go.mod"
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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": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
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              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
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                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
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                "max_points": 10
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              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "3 of the last 68 commits agent-authored or agent-credited",
                "points": 8.8,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
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                      "sampled": 68
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                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "2 of the last 68 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 2,
                      "sampled": 68
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                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 12937,
              "source_files_sampled": 10,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
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                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/10 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 10,
                      "oversized": 0
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                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
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                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
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                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-22T08:45:48.249276Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/leandroveronezi/go-recognizer.svg",
  "full_name": "leandroveronezi/go-recognizer",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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 agregadasGo.