Registro público
Informe de salud del softwareesquema 0.11.0 · métricas 1.13.0 · 2026-07-16 23:50 UTC

huggingface / tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

Rust · PythonApache-2.0★ 10.893 estrellas⑂ 1148 forksdesde nov 2019Ver en GitHub ↗
#nlp#natural-language-processing#natural-language-understanding#language-model#transformers#bert#gpt

huggingface/tokenizers tiene un índice de salud de 80 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Engineering Quality (93/100) y la más baja, Security (58/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

80
global / 100
Bueno

Índice de salud del software

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

80
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

Hugging FaceOrganización
65.835 seguidores455 repositorios públicosdesde feb 2017

Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
crates.iotokenizers0.23.12.941.93640hace 80 díasbpehuggingfacenlptokenizerwordpiece

Métricas por categoría

Vitalidad

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

87Excelente · 22% del índice global

Actividad de desarrollo

83Bueno
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
19.4/36Cadencia de commits — 28/52 semanas con commits
18/18Volumen de commits — 120 commits en el último año
10/10OpenSSF Scorecard: Maintained — 21 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year120
human_commit_share—
days_since_last_push0
active_weeks_last_year28

Disciplina de publicación

92Excelente
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 80 días
19.8/27Cadencia de publicación — una versión cada ~58,7 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count100
latest_release_tagv0.23.1
releases_from_tagsno
days_since_latest_release80
mean_days_between_releases58,7
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

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

88Excelente · 18% del índice global

Popularidad y adopción

97Excelente
Cómo se puntúa
60/60Estrellas — 10.893 estrellas
25/25Forks — 1148 forks
11.6/15Observadores — 121 observadores
Datos de entrada utilizados
forks1148
stars10.893
watchers121
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Salud de la comunidad

70Bueno
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readmesí
has_licensesí
has_contributingsí
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Adopción en el ecosistema (descargas)

100Excelente
Cómo se puntúa
80/80Descargas mensuales — 2.941.936 descargas/mes en crates
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagestokenizers
dependents—
ecosystemscrates
total_downloads22.742.237
monthly_downloads2.941.936
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

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

73Bueno · 24% del índice global

Resiliencia de mantenedores (factor bus)

43En riesgo
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
10.7/22.5Distribución de commits — el principal contribuyente firma el 53% de los commits
13.5/13.5Amplitud de contribuyentes — 100 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 19 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled100
top_contributor_share0,526

Capacidad de respuesta a issues y PR

79Bueno
Cómo se puntúa
42.1/46.8Resolución de issues — 90% de issues cerradas
29.2/38.3Aceptación de PR — 700/918 PR decididos fusionados
7.5/15OpenSSF Scorecard: Code-Review — Found 15/27 approved changesets -- score normalized to 5
Datos de entrada utilizados
merged_prs700
open_issues115
closed_issues1034
issue_closed_ratio0,9
closed_unmerged_prs218

Propiedad y custodia

80Bueno
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
25/25Alcance del propietario — 65.835 seguidores de huggingface
25/25Trayectoria — 455 repos públicos, cuenta de ~9 años
Datos de entrada utilizados
followers65.835
owner_typeOrganization
is_verified—
owner_loginhuggingface
public_repos455
account_age_days3441

Mantenimiento de paquetes

100Excelente
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en crates
35/35Recencia de publicación — última publicación hace 80 días
20/20Historial de versiones — 40 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagestokenizers
ecosystemscrates
any_deprecatedno
min_days_since_publish80

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

93Excelente · 20% del índice global

Prácticas de ingeniería

88Excelente
Cómo se puntúa
24/24Flujos de trabajo de CI — 18 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .eslintrc.yml
0/9.6Hooks de pre-commit
6.4/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 27 out of 29 merged PRs checked by a CI test -- score normalized to 9
Datos de entrada utilizados
has_cisí
has_testssí
has_editorconfigsí
has_linter_configsí
has_precommit_configno

Documentación

100Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://huggingface.co/docs/tokenizers
10/10Descripción del repositorio
10/10Topics — 7 topics
10/10Wiki
Datos de entrada utilizados
topicsnlp, natural-language-processing, natural-language-understanding, language-model, transformers, bert, gpt
has_wikisí
homepagehttps://huggingface.co/docs/tokenizers
has_readmesí
has_docs_dirsí
has_descriptionsí

Seguridad

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

58Moderado · 16% del índice global

Postura de seguridad

58Moderado
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
2.2/2.5CI-Tests — 27 out of 29 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 15/27 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 19 contributing companies or organizations
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 — 21 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 37 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5,8
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, signed_releases. Los pesos restantes se han renormalizado.

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.

59Moderado · 0% del índice global

Contexto y guía para agentes

1Crítico
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
0/40Historial de commits legible — sin datos
Datos de entrada utilizados
has_llms_txtno
legible_history_share—
agent_instruction_files—
agent_instruction_max_bytes—
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.

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

96Excelente
Cómo se puntúa
18/18Arranque con un solo comando — bindings/node/Makefile, bindings/python/Makefile, docs/Makefile, tokenizers/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .eslintrc.yml
11/11Verificación estática de tipos — bindings/node/tsconfig.json, bindings/python/py_src/tokenizers/py.typed
10/10Entorno reproducible — lockfile
0/10Práctica demostrada con agentes — sin datos
0/8Mantenimiento automatizado — sin datos
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Datos de entrada utilizados
has_nixno
has_testssí
lockfilespackage-lock.json, yarn.lock
has_dockerfileno
typed_languagesí
bootstrap_filesbindings/node/Makefile, bindings/python/Makefile, docs/Makefile, tokenizers/Makefile
has_devcontainerno
has_linter_configsí
typecheck_configsbindings/node/tsconfig.json, bindings/python/py_src/tokenizers/py.typed
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes, Mantenimiento automatizado. Los pesos restantes se han renormalizado.

Legibilidad del código para modelos

98Excelente
Cómo se puntúa
45/45Código verificable por tipos — Rust (tipado estático)
53.1/55Tamaños de archivo manejables — 7/205 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageRust
largest_source_bytes2.226.448
source_files_sampled205
oversized_source_files7

Interfaces legibles por máquina

40En riesgo
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples, notebooks
Datos de entrada utilizados
example_dirsexamples, notebooks
has_mcp_signalno
api_schema_files—

Datos clave

10.893estrellas de GitHub
100contribuidores
120commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
1factor bus
115issues abiertas
crates.ioecosistemas de paquetes

Más detalle

OpenSSF Scorecard 5.8 / 10
5.8agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-16 23:49 UTC

10Binary-Artifactsno binaries found in the repo
n/dBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
9CI-Tests27 out of 29 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 15/27 approved changesets -- score normalized to 5
10Contributorsproject has 19 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained21 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities37 existing vulnerabilities detected
Dependencias directas 28
RegistroPaqueteRestricción de versiónManifiesto
crates.iorand0.9tokenizers/Cargo.toml
crates.ioonig6.5.1tokenizers/Cargo.toml
crates.ioregex1.10tokenizers/Cargo.toml
crates.ioregex-syntax0.8tokenizers/Cargo.toml
crates.iorayon1.10tokenizers/Cargo.toml
crates.iorayon-cond0.4tokenizers/Cargo.toml
crates.ioserde1.0tokenizers/Cargo.toml
crates.ioserde_json1.0tokenizers/Cargo.toml
crates.iounicode-normalization-alignments0.1tokenizers/Cargo.toml
crates.iounicode_categories0.1tokenizers/Cargo.toml
crates.iounicode-segmentation1.11tokenizers/Cargo.toml
crates.ioindicatif0.18tokenizers/Cargo.toml
crates.ioitertools0.14tokenizers/Cargo.toml
crates.iolog0.4tokenizers/Cargo.toml
crates.ioderive_builder0.20tokenizers/Cargo.toml
crates.iospm_precompiled0.1.3tokenizers/Cargo.toml
crates.iohf-hub0.4.1tokenizers/Cargo.toml
crates.iodaachorse3.0.0tokenizers/Cargo.toml
crates.iopaste1.0.14tokenizers/Cargo.toml
crates.iomacro_rules_attribute0.2.0tokenizers/Cargo.toml
crates.iothiserror2tokenizers/Cargo.toml
crates.iofancy-regex0.17tokenizers/Cargo.toml
crates.iogetrandom0.3tokenizers/Cargo.toml
crates.ioesaxx-rs0.1.10tokenizers/Cargo.toml
crates.iomonostate0.1.12tokenizers/Cargo.toml
crates.ioahash0.8.11tokenizers/Cargo.toml
crates.iodary_heap0.3.6tokenizers/Cargo.toml
crates.iocompact_str0.9tokenizers/Cargo.toml
Todas las dependencias 1077

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 28 paquetes directos y 1049 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
crates.ioahash—directa
crates.iocompact_str—directa
crates.iodaachorse—directa
crates.iodary_heap—directa
crates.ioderive_builder—directa
crates.ioesaxx-rs—directa
crates.iofancy-regex—directa
crates.iogetrandom—directa
crates.iohf-hub—directa
crates.ioindicatif—directa
crates.ioitertools—directa
crates.iolog—directa
crates.iomacro_rules_attribute—directa
crates.iomonostate—directa
crates.ioonig—directa
crates.iopaste—directa
crates.iorand—directa
crates.iorayon—directa
crates.iorayon-cond—directa
crates.ioregex—directa
crates.ioregex-syntax—directa
crates.ioserde—directa
crates.ioserde_json—directa
crates.iospm_precompiled—directa
crates.iothiserror—directa
crates.iounicode-normalization-alignments—directa
crates.iounicode-segmentation—directa
crates.iounicode_categories—directa
crates.ioassert_approx_eq—indirecta
crates.ioconsole_error_panic_hook—indirecta
crates.iocriterion—indirecta
crates.ioenv_logger—indirecta
crates.iolibc—indirecta
crates.ionapi—indirecta
crates.ionapi-build—indirecta
crates.ionapi-derive—indirecta
crates.iondarray—indirecta
crates.ionumpy—indirecta
crates.ioonce_cell—indirecta
crates.iopyo3—indirecta
crates.iopyo3-async-runtimes—indirecta
crates.iopyo3-build-config—indirecta
crates.iopyo3-ffi—indirecta
crates.iopyo3-introspection—indirecta
crates.iotempfile—indirecta
crates.iotokio—indirecta
crates.iotracing—indirecta
crates.iotracing-subscriber—indirecta
crates.iowasm-bindgen—indirecta
crates.iowasm-bindgen-test—indirecta
crates.iowee_alloc—indirecta
npm@aashutoshrathi/word-wrap1.2.6indirecta
npm@ampproject/remapping2.3.0indirecta
npm@arrows/array1.4.1indirecta
npm@arrows/composition1.2.2indirecta
npm@arrows/dispatch1.0.3indirecta
npm@arrows/error1.0.2indirecta
npm@arrows/multimethod1.4.1indirecta
npm@babel/code-frame7.24.2indirecta
npm@babel/compat-data7.24.1indirecta
npm@babel/core7.24.3indirecta
npm@babel/generator7.24.1indirecta
npm@babel/helper-compilation-targets7.23.6indirecta
npm@babel/helper-environment-visitor7.22.20indirecta
npm@babel/helper-function-name7.23.0indirecta
npm@babel/helper-hoist-variables7.22.5indirecta
npm@babel/helper-module-imports7.24.3indirecta
npm@babel/helper-module-transforms7.23.3indirecta
npm@babel/helper-plugin-utils7.24.0indirecta
npm@babel/helper-simple-access7.22.5indirecta
npm@babel/helper-split-export-declaration7.22.6indirecta
npm@babel/helper-string-parser7.24.1indirecta
npm@babel/helper-validator-identifier7.22.20indirecta
npm@babel/helper-validator-option7.23.5indirecta
npm@babel/helpers7.24.1indirecta
npm@babel/highlight7.24.2indirecta
npm@babel/parser7.24.1indirecta
npm@babel/plugin-syntax-async-generators7.8.4indirecta
npm@babel/plugin-syntax-bigint7.8.3indirecta
npm@babel/plugin-syntax-class-properties7.12.13indirecta
npm@babel/plugin-syntax-import-meta7.10.4indirecta
npm@babel/plugin-syntax-json-strings7.8.3indirecta
npm@babel/plugin-syntax-jsx7.24.1indirecta
npm@babel/plugin-syntax-logical-assignment-operators7.10.4indirecta
npm@babel/plugin-syntax-nullish-coalescing-operator7.8.3indirecta
npm@babel/plugin-syntax-numeric-separator7.10.4indirecta
npm@babel/plugin-syntax-object-rest-spread7.8.3indirecta
npm@babel/plugin-syntax-optional-catch-binding7.8.3indirecta
npm@babel/plugin-syntax-optional-chaining7.8.3indirecta
npm@babel/plugin-syntax-top-level-await7.14.5indirecta
npm@babel/plugin-syntax-typescript7.24.1indirecta
npm@babel/template7.24.0indirecta
npm@babel/traverse7.24.1indirecta
npm@babel/types7.24.0indirecta
npm@bcoe/v8-coverage0.2.3indirecta
npm@discoveryjs/json-ext0.5.7indirecta
npm@eslint-community/eslint-utils4.4.0indirecta
npm@eslint-community/regexpp4.10.0indirecta
npm@eslint/eslintrc2.1.4indirecta
npm@eslint/js8.57.0indirecta
npm@humanwhocodes/config-array0.11.14indirecta
npm@humanwhocodes/module-importer1.0.1indirecta
npm@humanwhocodes/object-schema2.0.2indirecta
npm@inquirer/ansi2.0.5indirecta
npm@inquirer/checkbox5.1.4indirecta
npm@inquirer/confirm6.0.12indirecta
npm@inquirer/core11.1.9indirecta
npm@inquirer/editor5.1.1indirecta
npm@inquirer/expand5.0.13indirecta
npm@inquirer/external-editor3.0.0indirecta
npm@inquirer/figures2.0.5indirecta
npm@inquirer/input5.0.12indirecta
npm@inquirer/number4.0.12indirecta
npm@inquirer/password5.0.12indirecta
npm@inquirer/prompts8.4.2indirecta
npm@inquirer/rawlist5.2.8indirecta
npm@inquirer/search4.1.8indirecta
npm@inquirer/select5.1.4indirecta
npm@inquirer/type4.0.5indirecta
npm@isaacs/cliui8.0.2indirecta
npm@istanbuljs/load-nyc-config1.1.0indirecta
npm@istanbuljs/schema0.1.3indirecta
npm@jest/console29.7.0indirecta
npm@jest/core29.7.0indirecta
npm@jest/environment29.7.0indirecta
npm@jest/expect29.7.0indirecta
npm@jest/expect-utils29.7.0indirecta
npm@jest/fake-timers29.7.0indirecta
npm@jest/globals29.7.0indirecta
npm@jest/reporters29.7.0indirecta
npm@jest/schemas29.6.3indirecta
npm@jest/source-map29.6.3indirecta
npm@jest/test-result29.7.0indirecta
npm@jest/test-sequencer29.7.0indirecta
npm@jest/transform29.7.0indirecta
npm@jest/types29.6.3indirecta
npm@jridgewell/gen-mapping0.3.13indirecta
npm@jridgewell/gen-mapping0.3.5indirecta
npm@jridgewell/resolve-uri3.1.2indirecta
npm@jridgewell/set-array1.2.1indirecta
npm@jridgewell/source-map0.3.11indirecta
npm@jridgewell/sourcemap-codec1.4.15indirecta
npm@jridgewell/sourcemap-codec1.5.5indirecta
npm@jridgewell/trace-mapping0.3.25indirecta
npm@jridgewell/trace-mapping0.3.31indirecta
npm@jsonjoy.com/base641.1.2indirecta
npm@jsonjoy.com/json-pack1.2.0indirecta
npm@jsonjoy.com/util1.6.0indirecta
npm@leichtgewicht/ip-codec2.0.5indirecta
npm@napi-rs/cli3.6.2indirecta
npm@napi-rs/cross-toolchain1.0.3indirecta
npm@napi-rs/lzma1.4.5indirecta
npm@napi-rs/lzma-android-arm-eabi1.4.5indirecta
npm@napi-rs/lzma-android-arm641.4.5indirecta
npm@napi-rs/lzma-darwin-arm641.4.5indirecta
npm@napi-rs/lzma-darwin-x641.4.5indirecta
npm@napi-rs/lzma-freebsd-x641.4.5indirecta
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PyPIhuggingface-hub—indirecta
PyPImaturin—indirecta
Informe JSON sin procesar legible por máquina
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            "version": "3.1.1",
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            "ecosystem": "npm"
          },
          {
            "name": "huggingface-hub",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "maturin",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
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        ],
        "collected": true,
        "truncated": false,
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        "direct_count": 28,
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      "issues": {
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        "merged_prs": 700,
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          "login": "n1t0",
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          "avatar_url": "https://avatars.githubusercontent.com/u/1217986?v=4"
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          "login": "Narsil",
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          "avatar_url": "https://avatars.githubusercontent.com/u/48595927?u=0fb4420052bfff0133f96996c916ecde6ed6fa69&v=4"
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        {
          "type": "Bot",
          "login": "dependabot[bot]",
          "commits": 51,
          "avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
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        {
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      "ci_workflows": [
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        "benchmark-trigger.yml",
        "benchmarks.yml",
        "build_documentation.yml",
        "build_pr_documentation.yml",
        "delete_doc_comment.yml",
        "delete_doc_comment_trigger.yml",
        "docs-check.yml",
        "docs_backfill.yml",
        "node-release.yml",
        "node.yml",
        "python-release.yml",
        "python.yml",
        "rust-release.yml",
        "rust.yml",
        "stale.yml",
        "trufflehog.yml",
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      "has_docs_dir": true,
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            "name": "CII-Best-Practices",
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            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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            "name": "Dangerous-Workflow",
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            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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          {
            "name": "Dependency-Update-Tool",
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            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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            "name": "Fuzzing",
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            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
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          {
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            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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                "status": "met",
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              },
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                "key": "code_of_conduct",
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                "points": 0,
                "status": "missed",
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                "key": "issue_template",
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                "key": "pr_template",
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            "key": "ecosystem_adoption",
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                "code": "weights_renormalized",
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            "value": 100,
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              "dependents": null,
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,941,936 downloads/month across crates",
                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
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                      "ecosystems": "crates"
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 73,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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              "top_contributor_share": 0.526
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                "key": "bus_factor",
                "name": "Bus factor",
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                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
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                      "count": 1
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                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 53% of commits",
                "points": 10.7,
                "status": "partial",
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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                "key": "contributor_breadth",
                "name": "Contributor breadth",
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                "points": 13.5,
                "status": "met",
                "details": [
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                "max_points": 13.5
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                "key": "openssf_scorecard_contributors",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 700,
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              "closed_issues": 1034,
              "issue_closed_ratio": 0.9,
              "closed_unmerged_prs": 218
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "90% of issues closed",
                "points": 42.1,
                "status": "partial",
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                    "code": "issues_closed_share",
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                      "share": 90
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                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "700/918 decided PRs merged",
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                "status": "partial",
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                    "code": "decided_prs_merged",
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                "max_points": 38.25
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                "key": "openssf_scorecard_code_review",
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                "points": 7.5,
                "status": "partial",
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                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
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            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 65835,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "huggingface",
              "public_repos": 455,
              "account_age_days": 3441
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "65,835 followers of huggingface",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 65835,
                      "login": "huggingface"
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                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "455 public repos, account ~9 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 455
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 9
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "tokenizers"
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              "ecosystems": "crates",
              "any_deprecated": false,
              "min_days_since_publish": 80
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on crates",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
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                      "count": 1,
                      "ecosystems": "crates"
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                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 80 days ago",
                "points": 35,
                "status": "met",
                "details": [
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                    "code": "publish_recency",
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                      "days": 80
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                ],
                "max_points": 35
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              {
                "key": "version_history",
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                "detail": "40 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
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                      "count": 40
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 93,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "18 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 18
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".eslintrc.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
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                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "27 out of 29 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "nlp",
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                "language-model",
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                "bert",
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              "has_wiki": true,
              "homepage": "https://huggingface.co/docs/tokenizers",
              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://huggingface.co/docs/tokenizers",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "7 topics",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "topics_count",
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                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "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": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 58,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.8
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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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "27 out of 29 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 15/27 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 19 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "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": "21 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "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": "37 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
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                "max_points": 7.5
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            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 9
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            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
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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": 59,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
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                    "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 96,
            "inputs": {
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              "typed_language": true,
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              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
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                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                ],
                "max_points": 18
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                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
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                "points": 11,
                "status": "met",
                "details": [
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
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                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                ],
                "max_points": 11
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              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
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