Registro públicoModerado
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-29 05:24 UTC
altunenes / parakeet-rs
very fast speech-to-text, diarization, streaming (even in CPU) with NVIDIA Parakeet in Rust
altunenes/parakeet-rs tiene un índice de salud de 65 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (91/100) y la más baja, AI Readiness (40/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.
65
global / 100Índice 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.
65
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)
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
EnesCuenta personal
138 seguidores28 repositorios públicosdesde sept 2019
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
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación | Etiquetas |
|---|---|---|---|---|---|---|
| crates.io | parakeet-rs | 0.3.7 | 12.480 | 28 | hace 0 días | asrnvidiaonnxparakeetspeech-recognitionscience |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
91
Actividad de desarrollo
85Excelente
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 0 días |
| 20.8/36 | Cadencia de commits — 30/52 semanas con commits |
| 18/18 | Volumen de commits — 348 commits en el último año |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10 |
Datos de entrada utilizados
| commits_last_year | 348 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 30 |
Disciplina de publicación
100Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 25 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 0 días |
| 27/27 | Cadencia de publicación — una versión cada ~22,4 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 25 |
| latest_release_tag | v0.3.7 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 22,4 |
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?
66
Popularidad y adopción
61Moderado
Cómo se puntúa
| 41.8/60 | Estrellas — 378 estrellas |
| 14.4/25 | Forks — 55 forks |
| 4.7/15 | Observadores — 8 observadores |
Datos de entrada utilizados
| forks | 55 |
| stars | 378 |
| watchers | 8 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
70Bueno
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (MIT) |
| 18/18 | Guía CONTRIBUTING |
| 0/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 0/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| has_contributing | sí |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Adopción en el ecosistema (descargas)
68Moderado
Cómo se puntúa
| 54.6/80 | Descargas mensuales — 12.480 descargas/mes en crates |
| 0/20 | Dependientes en el registro — no lo informa este ecosistema |
Datos de entrada utilizados
| packages | parakeet-rs |
| dependents | — |
| ecosystems | crates |
| total_downloads | 53.540 |
| monthly_downloads | 12.480 |
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?
64
Resiliencia de mantenedores (factor bus)
31En riesgo
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 2.6/22.5 | Distribución de commits — el principal contribuyente firma el 88% de los commits |
| 13.5/13.5 | Amplitud de contribuyentes — 12 contribuyentes |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 12 |
| top_contributor_share | 0,885 |
Cómo se puntúa
| 43.2/46.8 | Resolución de issues — 92% de issues cerradas |
| 35.8/38.3 | Aceptación de PR — 72/77 PR decididos fusionados |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 1/8 approved changesets -- score normalized to 1 |
Datos de entrada utilizados
| merged_prs | 72 |
| open_issues | 3 |
| closed_issues | 36 |
| issue_closed_ratio | 0,923 |
| closed_unmerged_prs | 5 |
Propiedad y custodia
60Moderado
Cómo se puntúa
| 10/30 | Respaldo de la propiedad — cuenta personal (usuario) |
| 0/20 | Dominio verificado — no aplicable a cuentas de usuario |
| 15.4/25 | Alcance del propietario — 138 seguidores de altunenes |
| 22.6/25 | Trayectoria — 28 repos públicos, cuenta de ~6 años |
Datos de entrada utilizados
| followers | 138 |
| owner_type | User |
| is_verified | — |
| owner_login | altunenes |
| public_repos | 28 |
| account_age_days | 2517 |
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Mantenimiento de paquetes
100Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en crates |
| 35/35 | Recencia de publicación — última publicación hace 0 días |
| 20/20 | Historial de versiones — 28 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | parakeet-rs |
| ecosystems | crates |
| any_deprecated | no |
| min_days_since_publish | 0 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
56
Prácticas de ingeniería
44En riesgo
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 1 flujo(s) de trabajo |
| 0/24 | Pruebas presentes |
| 0/16 | Configuración de linter |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | no |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentación
75Bueno
Cómo se puntúa
| 30/30 | README |
| 0/25 | Directorio de documentación |
| 15/15 | Sitio de documentación / página del proyecto — https://huggingface.co/altunenes/parakeet-rs |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 9 topics |
| 10/10 | Wiki |
Datos de entrada utilizados
| topics | asr, onnx, parakeet, speech, speech-recognition, speech-to-text, automatic-speech-recognition, speaker-diarization, speaker-identification |
| has_wiki | sí |
| homepage | https://huggingface.co/altunenes/parakeet-rs |
| has_readme | sí |
| has_docs_dir | no |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
42
Postura de seguridad
42En riesgo
Cómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 1/8 approved changesets -- score normalized to 1 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Licencia — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — sin datos |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — sin datos |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4,2 |
Excluidos de la puntuación (sin datos o no aplicable): packaging, 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.
40
Contexto y guía para agentes
18Crítico
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 18.1/40 | Historial de commits legible — 34 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,34 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 12.6/18 | Arranque con un solo comando — Cargo.toml (convención del toolchain, sin ejecutor de tareas) |
| 0/22 | Pruebas automatizadas |
| 0/11 | Configuración de lint / formato |
| 11/11 | Verificación estática de tipos — Rust (tipado estático) |
| 10/10 | Entorno reproducible — lockfile |
| 0/10 | Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100 |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | no |
| lockfiles | Cargo.lock |
| has_dockerfile | no |
| typed_language | sí |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | Cargo.toml |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
100Excelente
Cómo se puntúa
| 45/45 | Código verificable por tipos — Rust (tipado estático) |
| 55/55 | Tamaños de archivo manejables — 0/40 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Rust |
| largest_source_bytes | 46.176 |
| source_files_sampled | 40 |
| oversized_source_files | 0 |
Interfaces legibles por máquina
40En riesgo
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 0/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — examples |
Datos de entrada utilizados
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Datos clave
378estrellas de GitHub
12contribuidores
348commits en los últimos 12 meses
0días desde el último push
25versiones publicadas
1factor bus
3issues abiertas
crates.ioecosistemas de paquetes
Advertencias de recopilación de datos
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index crates:parakeet-rs@0.3.7; advisories assessed against the repository dependency graph instead
Más detalle
Historial de estrellas y forks 0 ★ / 55 ⇿
0Estrellas
55Forks
23Versiones
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.
Mayor 0Menor 1Parche 22
OpenSSF Scorecard 4.2 / 10
4.2agregado
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 10 | CI-Tests | 6 out of 6 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 1/8 approved changesets -- score normalized to 1 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10 |
| n/d | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/d | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
Dependencias directas 8
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| crates.io | ort | 2.0.0-rc.13 | Cargo.toml |
| crates.io | hound | 3.5 | Cargo.toml |
| crates.io | eyre | 0.6 | Cargo.toml |
| crates.io | ndarray | 0.17 | Cargo.toml |
| crates.io | tokenizers | 0.23.1 | Cargo.toml |
| crates.io | serde | 1.0 | Cargo.toml |
| crates.io | serde_json | 1.0 | Cargo.toml |
| crates.io | realfft | 3 | Cargo.toml |
Todas las dependencias no recopilado
No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Informe JSON sin procesar legible por máquina
{
"data": {
"repo": {
"topics": [
"asr",
"onnx",
"parakeet",
"speech",
"speech-recognition",
"speech-to-text",
"automatic-speech-recognition",
"speaker-diarization",
"speaker-identification"
],
"is_fork": false,
"size_kb": 372,
"has_wiki": true,
"homepage": "https://huggingface.co/altunenes/parakeet-rs",
"languages": {
"Rust": 286057
},
"pushed_at": "2026-07-28T10:14:03Z",
"created_at": "2025-10-15T14:39:10Z",
"owner_type": "User",
"updated_at": "2026-07-28T10:12:09Z",
"description": "very fast speech-to-text, diarization, streaming (even in CPU) with NVIDIA Parakeet in Rust",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "master",
"license_spdx_raw": "MIT",
"primary_language": "Rust",
"significant_languages": [
"Rust"
]
},
"owner": {
"blog": "altunenes.github.io",
"name": "Enes",
"type": "User",
"login": "altunenes",
"company": null,
"location": null,
"followers": 138,
"avatar_url": "https://avatars.githubusercontent.com/u/54986652?v=4",
"created_at": "2019-09-06T12:20:07Z",
"is_verified": null,
"public_repos": 28,
"account_age_days": 2517
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.3.7",
"kind": "patch",
"published_at": "2026-07-28T10:15:15Z"
},
{
"tag": "v0.3.6",
"kind": "patch",
"published_at": "2026-06-04T16:18:41Z"
},
{
"tag": "v0.3.5",
"kind": "patch",
"published_at": "2026-04-17T14:06:39Z"
},
{
"tag": "v0.3.4",
"kind": "patch",
"published_at": "2026-03-06T13:06:01Z"
},
{
"tag": "v0.3.3",
"kind": "patch",
"published_at": "2026-02-12T18:42:55Z"
},
{
"tag": "v0.3.2",
"kind": "patch",
"published_at": "2026-02-05T22:00:16Z"
},
{
"tag": "v0.3.1",
"kind": "patch",
"published_at": "2026-01-28T14:28:52Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2026-01-22T13:19:02Z"
},
{
"tag": "v0.2.9",
"kind": "patch",
"published_at": "2026-01-11T16:22:28Z"
},
{
"tag": "v0.2.8",
"kind": "patch",
"published_at": "2026-01-08T00:05:23Z"
},
{
"tag": "v0.2.7",
"kind": "patch",
"published_at": "2025-12-26T09:51:08Z"
},
{
"tag": "v0.2.6",
"kind": "patch",
"published_at": "2025-12-16T15:39:43Z"
},
{
"tag": "v0.2.5",
"kind": "patch",
"published_at": "2025-11-25T16:23:11Z"
},
{
"tag": "v0.2.4",
"kind": "patch",
"published_at": "2025-11-22T14:38:22Z"
},
{
"tag": "v0.2.3",
"kind": "patch",
"published_at": "2025-11-20T17:33:53Z"
},
{
"tag": "v0.2.2",
"kind": "patch",
"published_at": "2025-11-19T18:02:07Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2025-11-17T08:54:38Z"
},
{
"tag": "v0.1.8",
"kind": "patch",
"published_at": "2025-11-11T00:39:47Z"
},
{
"tag": "v0.1.7",
"kind": "patch",
"published_at": "2025-11-08T11:07:14Z"
},
{
"tag": "v0.1.6",
"kind": "patch",
"published_at": "2025-10-22T17:16:16Z"
},
{
"tag": "v0.1.5",
"kind": "patch",
"published_at": "2025-10-22T10:14:26Z"
},
{
"tag": "v0.1.4",
"kind": "patch",
"published_at": "2025-10-21T23:53:46Z"
},
{
"tag": "v0.1.3",
"kind": "patch",
"published_at": "2025-10-20T10:25:31Z"
},
{
"tag": "v0.1.2",
"kind": "patch",
"published_at": "2025-10-19T12:17:21Z"
},
{
"tag": "v0.1.1",
"kind": "patch",
"published_at": "2025-10-16T09:12:28Z"
}
],
"recent_commits": [
{
"oid": "c3901ec6ad3f62a14212e0d85b12a7c9fe80f599",
"body": null,
"is_bot": false,
"headline": "bump 0.3.7",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-07-28T10:11:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5d97874c088c76c5e5f8d50b5a798a071fae11f2",
"body": "update ort rc13",
"is_bot": false,
"headline": "Merge pull request #116 from altunenes/update-ort-rc-13",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-07-28T10:10:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "27a0f6356c2979adf19e8f1739b97b5edc1c0b40",
"body": null,
"is_bot": false,
"headline": "expose ort api levels, and make default as 28",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-07-28T09:57:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e748403bd721cb28c13d0bb1ad410de1150642b7",
"body": null,
"is_bot": false,
"headline": "expose ort api levels, and make default as 28",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-07-28T09:46:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8c67ee08e05c74847ed61a34c1f2f62eeafbb528",
"body": null,
"is_bot": false,
"headline": "update ort rc13",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-07-28T09:36:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d317e75cc3adfc15cdeafe9d702a28b05d1006e4",
"body": "Fix dropped single-word utterances in the EOU streaming decoder",
"is_bot": false,
"headline": "Merge pull request #115 from bfulton/eou-single-word-fix",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-07-14T12:31:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8b463e5ec916e809687b366f8f58d667fc5cc61e",
"body": "With blank_id fixed, most short isolated utterances decode correctly,\nbut borderline frames where the word token narrowly trails blank can\nstill be dropped. Add the standard transducer-decoding knob for this:\na blank_penalty (default 0.0 = off) subtracted from the blank logit\nbefore the greedy argma\n[…]\nrecovers\n38/40 (from 26/40 stock); adding a 3.0 penalty recovers the remaining\ntwo. Unit tests pin down the blank-index targeting (1026, not 1025 =\n<EOB>) and that 0.0 leaves the logits bit-identical.",
"is_bot": false,
"headline": "EOU decoder: add opt-in blank-logit penalty (set_blank_penalty)",
"author_name": "Bright Fulton",
"author_login": "bfulton",
"committed_at": "2026-07-14T11:33:44Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "174a56b3e53b1132bc4972f6b379ab3e245bc92f",
"body": "…size - 1\n\nThe joint network emits vocab_size + 1 logits (1027 for the 1026-token\ntokenizer) with the RNN-T blank appended last, at index 1026. blank_id\nwas computed as vocab_size - 1 = 1025, which is <EOB> — a real tokenizer\ntoken, whose logit the model pins at ~-1000.\n\nThe mislabel was mostly mask\n[…]\nand index 1026 dominates by 7-11 logits on\nsilence frames while 1025 sits at ~-1000. This also replaces the\n'if blank_id < 1000 { 1026 }' hedge, which guessed at the right answer\nfor the wrong reason.",
"is_bot": false,
"headline": "EOU decoder: fix blank_id — the RNN-T blank is vocab_size, not vocab_…",
"author_name": "Bright Fulton",
"author_login": "bfulton",
"committed_at": "2026-07-14T11:33:44Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "4cd05fa25fd1159e0ece2a4d7b11896d0cfaef96",
"body": "…e-from-ONNX-metadata\n\nRead nemotron streaming profile from onnx metadata",
"is_bot": false,
"headline": "Merge pull request #114 from altunenes/read-Nemotron-streaming-profil…",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-07-09T23:58:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4508db2c01281571323b46e261c18b2dce0ae99c",
"body": null,
"is_bot": false,
"headline": "add ONNX metadata loaders",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-07-09T23:56:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "89febbd65c13ccb4ff83f64b70a6a4fce4db1c96",
"body": null,
"is_bot": false,
"headline": "simply clippy",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-07-09T23:54:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b59392bac9a4a4b2327190c9dcc0af29ba69d118",
"body": null,
"is_bot": false,
"headline": "stamp the latency profile into the ONNX metadata",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-07-09T23:54:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7fc73472421062079696f1b702c1229d516b10ca",
"body": null,
"is_bot": false,
"headline": "simply clippy",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-07-09T23:53:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "086e3bb734dd9a3f01e4e99ef6895da0db85b47a",
"body": "…tion\n\nadd ai contributing policy",
"is_bot": false,
"headline": "Merge pull request #113 from altunenes/add-AI-contribution-policy-sec…",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-06-26T15:44:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c646536dd787fe1625a286d7b892b16db84a829d",
"body": null,
"is_bot": false,
"headline": "add ai contributing policy",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-26T15:38:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "81fc49bc4fae8e593e71824254740a3102323664",
"body": null,
"is_bot": false,
"headline": "cargo update",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-20T18:10:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "384370117409f1bbdc9695d6eb179dddc62537e0",
"body": "…igurable\n\nMake core ml compute units configurable",
"is_bot": false,
"headline": "Merge pull request #112 from altunenes/Make-CoreML-compute-units-conf…",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-06-15T18:25:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "13960095e3e247bccb9214395971af87aab298f5",
"body": null,
"is_bot": false,
"headline": "expose CoreMLComputeUnits",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-15T18:23:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b50d340fd8c0392b3b2759c2c80805ba5bd31d31",
"body": null,
"is_bot": false,
"headline": "make CoreML compute units configurable",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-15T18:22:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3ba7b0ca986137c11268df0b121784e4ea0bd6fc",
"body": "Dedup + api consistency",
"is_bot": false,
"headline": "Merge pull request #110 from altunenes/dedup-+-API-consistency",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-06-09T23:31:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aae657395588787a20a4b5693286362e2f0695ee",
"body": "…nput",
"is_bot": false,
"headline": "use the shared audio::apply_preemphasis, which guards against empty i…",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T23:08:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f40a4031cdba0469ffa5e7beb37a4c8b521b398",
"body": "…of an inline join(\" \").",
"is_bot": false,
"headline": "fix CTC transcript assembly to use the shared rebuild_text() instead …",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T23:08:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0dcca6dc2655628edd605cdb8abc99e81baaa488",
"body": "…ush_sentence helper",
"is_bot": false,
"headline": "Remove precondition dependent unwrap()s using let-else guards and a p…",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T23:07:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "51a012dd21cdcde2f0971214af53805b31ce574b",
"body": "…xpect()",
"is_bot": false,
"headline": "BREAKING: from_shared() now returns Result instead of panicking via e…",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T23:07:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "02fb67d516cffb47b4b163e5232758b1dbaa2619",
"body": "…nstructor to from_pretrained",
"is_bot": false,
"headline": "use the shared argmax_f32 in the decode loop and rename the handle co…",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T23:06:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "08d828a08652af266cd8fe510b5b06be5e144356",
"body": "…rom_shared",
"is_bot": false,
"headline": "shared: update for from_pretrained handle constructors and fallible f…",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T23:05:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e8be91eb21e6052e0bd11e760f069b9da762cca2",
"body": null,
"is_bot": false,
"headline": "use shared utils for multitalker",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T23:04:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1b9daaa1fd44733ac997aec259277834db6d33d",
"body": null,
"is_bot": false,
"headline": "shared utils for nemotron",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T23:03:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b031cbd99e21b7a7265f07a58da0fc1fee0e856b",
"body": null,
"is_bot": false,
"headline": "use shared helpers for unified model",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T23:02:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "83cf95aacb8fb06a62bcbb90399e37c9301c83b1",
"body": null,
"is_bot": false,
"headline": "load encoder/decoder sessions via the shared build_session() helper",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T23:02:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fb3f7a41b67813921f82efb2a770595ebcc2d2eb",
"body": null,
"is_bot": false,
"headline": "delegate argmax to the shared argmax_f32",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T23:01:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "52acbffd3f188432670f2ddebaef245c52eaeb8a",
"body": null,
"is_bot": false,
"headline": "shared helpers for eou",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T23:01:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f51c8327fc8b606537c1536a5f8d2f24d41ee9f",
"body": null,
"is_bot": false,
"headline": "shared helpers for tdt",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T23:00:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "33f139eaaebf5b70fc421d22a6cde5fba9339547",
"body": null,
"is_bot": false,
"headline": "load the CTC session via the shared build_session() helper",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T22:59:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a730bc1952fa5bb1f70949b476bf5f595b3a179c",
"body": null,
"is_bot": false,
"headline": "pass the new tensor_utils module",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T22:59:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7a5735d56c757ce2d8cc2e6101884dc3fba26fb2",
"body": null,
"is_bot": false,
"headline": "add tensor utils so centralize the some operations..",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T22:58:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "05767c9b5b78aa48e6cf59bb8404f860f6764964",
"body": "…der path",
"is_bot": false,
"headline": "create a build session so every model loader shares one session buil…",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-09T22:55:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7cbf098a2326b38c0a431952d678bb718416e5b2",
"body": "nemotron: add word/token-level timestamps",
"is_bot": false,
"headline": "Merge pull request #108 from sammcj/nemotron-3-5-asr-speakers",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-06-07T14:59:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fb31998b431a7aac12cc66008bf02d48effcd4ae",
"body": "Builds on the TokenInfo output from #103. The RNNT greedy decoder already\nknows which encoder frame each token is emitted at; expose that as timing.\nFastConformer subsamples mel frames by 8x, so one encoder frame is 80ms.\n\n- TokenInfo gains a `local_frame` field. decode_chunk_tokens sets it to the\n \n[…]\nce.\n- transcribe_audio / transcribe_file keep their Result<String> signatures;\n add a frame_to_seconds test guarding the 80ms constant.\n\nWorks for both the English-only and multilingual 3.5 variants.",
"is_bot": false,
"headline": "nemotron: add word/token-level timestamps",
"author_name": "Sam McLeod",
"author_login": "sammcj",
"committed_at": "2026-06-07T14:35:13Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "02c151b8c7c6b3a24240a105f5481c29554d604f",
"body": "Add token-level transcription output with per-token log-probabilities",
"is_bot": false,
"headline": "Merge pull request #103 from visheshd/token-level-output",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-06-07T10:30:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c39cac56433f51276da58c517beddce6a2b61ab2",
"body": "Add TokenInfo (id, text, logprob) and additive companion methods\ntranscribe_audio_with_tokens / transcribe_chunk_with_tokens that return\nper-token output alongside the existing string-returning methods, which are\nrefactored into thin wrappers over shared process_audio / process_chunk\nhelpers so beha\n[…]\naths keep stripping lang tags and out-of-vocab ids. Non-contiguous logits\nreturn a Model error instead of panicking. TokenInfo derives PartialEq for\ntestability and is re-exported from the crate root.",
"is_bot": false,
"headline": "Add token-level transcription output with per-token log-probabilities",
"author_name": "Vishesh Duggar",
"author_login": "visheshd",
"committed_at": "2026-06-07T07:06:49Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "7deba612fc9a30c4a7182f4eaa53554cb2fa42c8",
"body": null,
"is_bot": false,
"headline": "bump parakeet-rs 0.3.6",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-04T16:14:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "178e0ae023c4388762b7b908cac568ab89544d64",
"body": "bump tokenizers 0.22.2 -> 0.23.1",
"is_bot": false,
"headline": "Merge pull request #105 from altunenes/bump-tokenizers-0.23.1",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-06-04T15:58:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "22fca5b045c732cddf4db340af5e03ef85797b2a",
"body": null,
"is_bot": false,
"headline": "bump tokenizers 0.22.2 -> 0.23.1",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-04T15:25:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0fa429c7b63d52d51211d72629ec9f7d98c1bd4f",
"body": "…-3.5-ASR-Streaming-Multilingual-0.6b\n\nAdd new model nvidia nemotron 3.5 asr streaming multilingual 0.6b",
"is_bot": false,
"headline": "Merge pull request #104 from altunenes/add-new-model--NVIDIA-Nemotron…",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-06-04T14:16:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "313089362499db56c791b2baf3c4053cebd1f1a7",
"body": null,
"is_bot": false,
"headline": "update links",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-04T14:15:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b0a5b20972fc841761964926076c99aa559090fe",
"body": null,
"is_bot": false,
"headline": "add multilingual nemotron 3.5 onnx export script",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-04T13:30:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "554ec30330055481d8621d98c7ea4d28cd6bdbca",
"body": null,
"is_bot": false,
"headline": "bump nemotron snippets",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-04T13:30:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "95a51b3c2c8b4bf06d09deec66c18111ffc63fcc",
"body": null,
"is_bot": false,
"headline": "add target_lang CLI arg + auto-pick nemotron / nemotron_multi dir",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-04T13:29:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "88433d8200495af2e8c869f14416ed4e845dcf91",
"body": null,
"is_bot": false,
"headline": "re-export NemotronMode",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-04T13:22:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cd5246e396358fefb25f6d5ab14fdd433a0daeae",
"body": "…g-tag strip, \"auto\"",
"is_bot": false,
"headline": "multilingual support: NemotronMode, prompt dict, set_target_lang, lan…",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-04T13:21:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "256a73bb5dff567fdea44090242fd934edf9e0df",
"body": null,
"is_bot": false,
"headline": "read encoder dims from onnx graph, auto detect prompt_index input",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-06-04T13:21:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fd00e0d00a00cd33d2f6c2928cc2cee20b22d32d",
"body": "Cached mel ffts offline models",
"is_bot": false,
"headline": "Merge pull request #100 from altunenes/cached-mel-ffts-offline-models",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-05-16T12:37:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6e1a1df50fff3316e63d3f72753be2b26558dd60",
"body": null,
"is_bot": false,
"headline": "cache mel+FFT once at load, reuse on every transcribe",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-05-16T12:35:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d2434d3d2febf2a8bed960d1d72d3d088cff10a",
"body": null,
"is_bot": false,
"headline": "unified: cache mel+FFT on handle, share via Arc across streams",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-05-16T12:34:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7503af9af834a21e63ab2e816844a31e3c545da3",
"body": null,
"is_bot": false,
"headline": "tdt: cache mel+FFT once at load, reuse on every transcribe",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-05-16T12:34:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a5fd8270f2e5b22de9afe4e120da1e1de9746b30",
"body": null,
"is_bot": false,
"headline": "re export FeatureCache",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-05-16T12:34:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ae3441f53f5b3f0efb47b8f33b331c8e307a7964",
"body": null,
"is_bot": false,
"headline": "cohore: reuse FeatureCache instead of rebuilding mel/FFT per call",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-05-16T12:34:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fb0c0e520a41ae02c916953c4c5f1155dd6c35ce",
"body": "…eusable mel+FFT",
"is_bot": false,
"headline": "add FeatureCache + stft_with_plan / extract_features_with_cache for r…",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-05-16T12:33:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a0a1510171db241f141f3cb0dfb137cd003722e",
"body": null,
"is_bot": false,
"headline": "doc about cohore: cohere energy chunker strategy",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-05-01T12:28:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b8e8ce1311fbea09568610941414e9b72f7cbc46",
"body": null,
"is_bot": false,
"headline": "fix doc: clarification about training/runtime chunk length",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-04-19T10:29:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7d680db3d62e6aeaf68bc93aaae0ab891a09fae7",
"body": "…rop-preprocessor_config.json-dep\n\n[Cohere] add runnable example, drop preprocessor config.json dep",
"is_bot": false,
"headline": "Merge pull request #97 from altunenes/cohere--add-runnable-example,-d…",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-04-17T14:02:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c7bb3aa071d082845dc36f0fc0e3f3e57b7006e5",
"body": null,
"is_bot": false,
"headline": "bump parakeet-rs 0.3.5",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-04-17T14:00:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "24fbb5688f0887089b7e812c989d05468d911c92",
"body": null,
"is_bot": false,
"headline": "download links for cohore",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-04-17T13:59:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1afa5f15543a963478a18d9792c38e196330c9d",
"body": null,
"is_bot": false,
"headline": "ignore cohore releated models",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-04-17T13:56:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c1ef9f39617b12d57767763a99f0a7bc8b2bf2c7",
"body": null,
"is_bot": false,
"headline": "add example with lang/pnc/itn CLI args",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-04-17T13:56:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2dfdf8c98d419d29099daa869220bf538daa65f6",
"body": null,
"is_bot": false,
"headline": "inline preprocessor config, group token ids into struct",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-04-17T13:56:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e9b2d6dd679197e5ed5e472284156f6c610491c4",
"body": "Extend shared session API to other streaming models",
"is_bot": false,
"headline": "Merge pull request #96 from altunenes/add-NemotronHandle",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-04-17T12:11:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2e886d74323f2a638d4df69c6e52397e14f8ccef",
"body": null,
"is_bot": false,
"headline": "add ParakeetUnifiedHandle + from_shared",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-04-17T11:57:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "96c95264ad285df95b98a6be080020e0127e2953",
"body": null,
"is_bot": false,
"headline": "re exp ParakeetEOUHandle and ParakeetUnifiedHandle",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-04-17T11:57:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "18c92bc4f62ac500f20372bebaf6ead16a24b947",
"body": null,
"is_bot": false,
"headline": "add eou and unified variants via CLI switch",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-04-17T11:57:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ce7edf7569f9d82bcd483e02421fb8a23eb0eadd",
"body": null,
"is_bot": false,
"headline": "add NemotronHandle opaque type; consolidate mel/STFT into crate::audio",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-04-17T11:57:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "83e4b43f3649f4cde7071fa56dcce655d78ba996",
"body": null,
"is_bot": false,
"headline": "add ParakeetUnifiedHandle + from_shared",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-04-17T11:56:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d36d0ebae6d2dc54603514c1448511dbd4482e0f",
"body": "feat(nemotron): add shared model support via Arc<Mutex<>>",
"is_bot": false,
"headline": "Merge pull request #94 from kgentic/feat/shared-nemotron-model-v2",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-04-17T10:21:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fca7f0dcc7b8ef7328993b2f58432450b2bb133f",
"body": "Add load_model() and from_shared_model() APIs so multiple Nemotron\ninstances can share a single ONNX session (~1.4GB) while keeping\nindependent decoder state (~7.5MB each).\n\n- Nemotron.model → Arc<Mutex<NemotronModel>>\n- Nemotron.vocab → Arc<SentencePieceVocab>\n- from_pretrained() remains backward compatible\n- Short examples/shared_model.rs API demo",
"is_bot": false,
"headline": "feat(nemotron): add shared model support via Arc<Mutex<>>",
"author_name": "kgentic-dev",
"author_login": "kgentic-dev",
"committed_at": "2026-04-17T10:06:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b49007bf8a152a403c824f0fdfb48d4f6b25b4c5",
"body": "feat: add support for cohere transcribe",
"is_bot": false,
"headline": "Merge pull request #92 from sammcj/cohere",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-04-14T19:35:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c75699fc265a2a76e0cac910ca5f43c2c220e1ee",
"body": "Add Parakeet Unified EN 0.6B offline and buffered streaming support",
"is_bot": false,
"headline": "Merge pull request #91 from Jguer/jguer/add-unified-support",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-04-14T19:20:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d9949614dd726b6c17153fa2821b32adedaf426",
"body": null,
"is_bot": false,
"headline": "return logits instead of token_id",
"author_name": "Jo Garnier",
"author_login": "Jguer",
"committed_at": "2026-04-14T07:09:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9a4e3e961e5c6c5f8d8c8c0045876e2dca730070",
"body": "Replaces the Handy-style ONNX interface (raw audio in, pre-projected\ncross K/V, fixed-size cache + offset) with the standard HF export\nlayout: input_features in, last_hidden_state out, growing\npast_key_values cache with position_ids and attention_mask.\n\nMel extraction now uses the shared audio::extr\n[…]\n\nthe convention used by every other model in the crate. Compatible\nwith any Optimum-produced export, e.g. the onnx-community one.\n\nAlso exposes max_decode_tokens and max_audio_duration_secs as config.",
"is_bot": false,
"headline": "cohere: rewrite for HuggingFace-standard ONNX interface",
"author_name": "Sam McLeod",
"author_login": "sammcj",
"committed_at": "2026-04-14T03:58:14Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "52a65a6d2a63e78df6d9bdcd458fc4bb23b6ea23",
"body": "Replaces the Handy-style ONNX interface (raw audio in, pre-projected\ncross K/V, fixed-size cache + offset) with the standard HF export\nlayout: input_features in, last_hidden_state out, growing\npast_key_values cache with position_ids and attention_mask.\n\nMel extraction now uses the shared audio::extr\n[…]\n\nthe convention used by every other model in the crate. Compatible\nwith any Optimum-produced export, e.g. the onnx-community one.\n\nAlso exposes max_decode_tokens and max_audio_duration_secs as config.",
"is_bot": false,
"headline": "cohere: rewrite for HuggingFace-standard ONNX interface",
"author_name": "Sam McLeod",
"author_login": "sammcj",
"committed_at": "2026-04-14T03:36:03Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "1d3dfc19d6a04088977dffa736a003e8c6cd5052",
"body": null,
"is_bot": false,
"headline": "feat: cohere - add languages",
"author_name": "Sam McLeod",
"author_login": "sammcj",
"committed_at": "2026-04-13T01:39:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f01ca3ef3e50766a595753320457a9cc3eb833af",
"body": "…r empty audio",
"is_bot": false,
"headline": "use audio for feature extraction, min modif of audio.rs to account fo…",
"author_name": "Jo Garnier",
"author_login": "Jguer",
"committed_at": "2026-04-12T13:45:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "487265ea5e318cd1f340c6614572264cc98d2b1c",
"body": "…(#1)\n\n* fix trailing newlines, remove duplicate variable, add unified example\n\n- add missing trailing newlines to model_unified.rs, parakeet_unified.rs,\n export_parakeet_unified.py\n- remove duplicate total_received shadow in process_ready_chunks\n- add examples/unified.rs for offline + streaming transcription\n\n* feat: add support for timestamps",
"is_bot": false,
"headline": "fix: trailing newlines, duplicate variable, add timestamps + example …",
"author_name": "Sam",
"author_login": "sammcj",
"committed_at": "2026-04-12T12:34:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d31afe7e08e515a6f3988a8acc8f79fd9e4e4a7e",
"body": null,
"is_bot": false,
"headline": "feat: add cohere transcribe ASR engine",
"author_name": "Sam McLeod",
"author_login": "sammcj",
"committed_at": "2026-04-11T01:57:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc01f979b645db89c072fef36c4c64cb39d8e7d6",
"body": null,
"is_bot": false,
"headline": "Remove testing file reference",
"author_name": "Jo",
"author_login": "Jguer",
"committed_at": "2026-04-09T09:01:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4021bc68a7a52ee2ca0e502304e7f56986a7609d",
"body": "change readme url\n\nsimply array building",
"is_bot": false,
"headline": "Add unified model support",
"author_name": "Jo Garnier",
"author_login": "Jguer",
"committed_at": "2026-04-09T08:39:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "113e084276582e4a7a9b7454da397a85e68a0230",
"body": "…pt-and-docs\n\nInclude multitalker export script and docs",
"is_bot": false,
"headline": "Merge pull request #87 from altunenes/include-multitalker-export-scri…",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-03-08T15:54:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "602e9cc845cfd1579dd0a809512c33f3474b372e",
"body": null,
"is_bot": false,
"headline": "bump 0.3.4",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-03-06T13:04:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "16c6323331f28cc8fbe1c51c61ffacb72c86a073",
"body": null,
"is_bot": false,
"headline": "add docs about multitalker",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-03-06T13:00:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c1db853f1177e2b6c0820587e0ef34f24bfef349",
"body": null,
"is_bot": false,
"headline": "add multitalker onnx export script",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-03-06T13:00:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2253fe021e96abc13b79bbf09c7e7ece5d8938da",
"body": "Add nemotron onnx export script",
"is_bot": false,
"headline": "Merge pull request #86 from altunenes/add-nemotron-onnx-export-script",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-03-06T12:39:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ad71f8e762f125d58a26ea7e6403fcc27aaa2349",
"body": null,
"is_bot": false,
"headline": "add nemotron onnx export script",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-03-06T12:38:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "60f1ce7db44dd340e6d0f3acbf48b39b6ea2c579",
"body": null,
"is_bot": false,
"headline": "add onnx export script for eou 120m",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-03-06T12:36:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a74d9b6c5015b92142c7a1a5abf5d5339540db94",
"body": "…e :)",
"is_bot": false,
"headline": "export scripts are justs helpers for utils, not part of the Rus crat…",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-03-06T12:30:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04544e31db1e5bd285ef2a54004ed654709330ff",
"body": null,
"is_bot": false,
"headline": "add nemotron onnx export script",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-03-06T12:29:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1a79931beaff23221b66bd2a217c2daca1574960",
"body": "…oat-seconds-in-SpeakerSegment\n\nUse sample counts instead of float seconds in speaker segment",
"is_bot": false,
"headline": "Merge pull request #85 from altunenes/Use-sample-counts-instead-of-fl…",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-03-06T12:09:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fe7840ebde0a3e08313ab1ecf08550918578ac2f",
"body": null,
"is_bot": false,
"headline": "audio_samples -> n_audio_samples",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-03-06T11:56:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "14c40d4b634be5d6a2e23a49080c17ee2b778be2",
"body": null,
"is_bot": false,
"headline": "eliminate floating point drifts in segment boundaries",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-03-05T17:39:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1d13b151f9543ed420d5cbd3b7e1eaddb9aa6f8c",
"body": null,
"is_bot": false,
"headline": "change speakersegment timestamps from f32 seconds to u64 sample offsets",
"author_name": "altunenes",
"author_login": "altunenes",
"committed_at": "2026-03-05T17:38:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5a412a9ffa7bf3f3e17f723741e2b8ae63b51655",
"body": "feature: Buffering streamig api",
"is_bot": false,
"headline": "Merge pull request #84 from altunenes/buffering-streamig-ap",
"author_name": "Enes",
"author_login": "altunenes",
"committed_at": "2026-03-05T16:34:27Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 25,
"commits_last_year": 348,
"latest_release_at": "2026-07-28T10:15:15Z",
"latest_release_tag": "v0.3.7",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 30,
"days_since_latest_release": 0,
"mean_days_between_releases": 22.4
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 57,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "parakeet-rs",
"exists": true,
"license": "MIT OR Apache-2.0",
"keywords": [
"asr",
"nvidia",
"onnx",
"parakeet",
"speech-recognition",
"multimedia::audio",
"science"
],
"ecosystem": "crates",
"matches_repo": true,
"registry_url": "https://crates.io/crates/parakeet-rs",
"is_deprecated": false,
"latest_version": "0.3.7",
"repository_url": "https://github.com/altunenes/parakeet-rs",
"versions_count": 28,
"total_downloads": 53540,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 12480,
"first_published_at": "2025-10-15T14:50:26.916033Z",
"latest_published_at": "2026-07-28T10:13:43.483916Z",
"latest_version_yanked": false,
"days_since_latest_publish": 0
}
]
},
"popularity": {
"forks": 55,
"stars": 378,
"watchers": 8,
"fork_history": {
"days": [
{
"date": "2025-10-17",
"count": 1
},
{
"date": "2025-10-22",
"count": 1
},
{
"date": "2025-10-23",
"count": 1
},
{
"date": "2025-11-23",
"count": 1
},
{
"date": "2025-11-25",
"count": 1
},
{
"date": "2025-11-27",
"count": 1
},
{
"date": "2025-11-28",
"count": 1
},
{
"date": "2025-12-04",
"count": 1
},
{
"date": "2025-12-14",
"count": 1
},
{
"date": "2025-12-15",
"count": 1
},
{
"date": "2025-12-18",
"count": 1
},
{
"date": "2025-12-21",
"count": 1
},
{
"date": "2025-12-22",
"count": 2
},
{
"date": "2026-01-11",
"count": 1
},
{
"date": "2026-01-24",
"count": 1
},
{
"date": "2026-01-30",
"count": 1
},
{
"date": "2026-02-11",
"count": 1
},
{
"date": "2026-02-13",
"count": 1
},
{
"date": "2026-02-16",
"count": 1
},
{
"date": "2026-02-17",
"count": 1
},
{
"date": "2026-02-21",
"count": 1
},
{
"date": "2026-02-24",
"count": 1
},
{
"date": "2026-02-26",
"count": 1
},
{
"date": "2026-03-01",
"count": 1
},
{
"date": "2026-03-02",
"count": 1
},
{
"date": "2026-03-05",
"count": 1
},
{
"date": "2026-03-14",
"count": 1
},
{
"date": "2026-03-17",
"count": 1
},
{
"date": "2026-03-18",
"count": 1
},
{
"date": "2026-03-23",
"count": 1
},
{
"date": "2026-03-28",
"count": 1
},
{
"date": "2026-04-06",
"count": 1
},
{
"date": "2026-04-08",
"count": 2
},
{
"date": "2026-04-12",
"count": 1
},
{
"date": "2026-04-14",
"count": 1
},
{
"date": "2026-04-15",
"count": 1
},
{
"date": "2026-04-16",
"count": 1
},
{
"date": "2026-04-26",
"count": 1
},
{
"date": "2026-04-29",
"count": 1
},
{
"date": "2026-05-19",
"count": 1
},
{
"date": "2026-05-24",
"count": 1
},
{
"date": "2026-05-29",
"count": 1
},
{
"date": "2026-06-03",
"count": 1
},
{
"date": "2026-06-05",
"count": 1
},
{
"date": "2026-06-07",
"count": 1
},
{
"date": "2026-06-12",
"count": 1
},
{
"date": "2026-06-24",
"count": 1
},
{
"date": "2026-07-01",
"count": 1
},
{
"date": "2026-07-10",
"count": 1
},
{
"date": "2026-07-13",
"count": 1
},
{
"date": "2026-07-23",
"count": 1
}
],
"complete": true,
"collected": 53,
"total_forks": 55
},
"star_history": null,
"open_issues_and_prs": 3
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [
"Cargo.toml"
],
"largest_source_bytes": 46176,
"source_files_sampled": 40,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"Cargo.toml"
],
"advisories": {
"error": null,
"scope": null,
"source": null,
"findings": [],
"collected": false,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 0,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"crates"
],
"dependencies": [
{
"name": "ort",
"manifest": "Cargo.toml",
"ecosystem": "crates",
"version_constraint": "2.0.0-rc.13"
},
{
"name": "hound",
"manifest": "Cargo.toml",
"ecosystem": "crates",
"version_constraint": "3.5"
},
{
"name": "eyre",
"manifest": "Cargo.toml",
"ecosystem": "crates",
"version_constraint": "0.6"
},
{
"name": "ndarray",
"manifest": "Cargo.toml",
"ecosystem": "crates",
"version_constraint": "0.17"
},
{
"name": "tokenizers",
"manifest": "Cargo.toml",
"ecosystem": "crates",
"version_constraint": "0.23.1"
},
{
"name": "serde",
"manifest": "Cargo.toml",
"ecosystem": "crates",
"version_constraint": "1.0"
},
{
"name": "serde_json",
"manifest": "Cargo.toml",
"ecosystem": "crates",
"version_constraint": "1.0"
},
{
"name": "realfft",
"manifest": "Cargo.toml",
"ecosystem": "crates",
"version_constraint": "3"
}
],
"all_dependencies": {
"error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"source": null,
"packages": [],
"collected": false,
"truncated": false,
"total_count": null,
"direct_count": null,
"indirect_count": null
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 72,
"open_issues": 3,
"closed_ratio": 0.923,
"closed_issues": 36,
"closed_unmerged_prs": 5
},
"bus_factor": 1,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "altunenes",
"commits": 307,
"avatar_url": "https://avatars.githubusercontent.com/u/54986652?v=4"
},
{
"type": "User",
"login": "sammcj",
"commits": 17,
"avatar_url": "https://avatars.githubusercontent.com/u/862951?v=4"
},
{
"type": "User",
"login": "bbales",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/7515422?v=4"
},
{
"type": "User",
"login": "Jguer",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/8071073?v=4"
},
{
"type": "User",
"login": "grouzen",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/278245?v=4"
},
{
"type": "User",
"login": "tomschelsen",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/65067417?v=4"
},
{
"type": "User",
"login": "bdudelsack",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/3631456?v=4"
},
{
"type": "User",
"login": "bfulton",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/49157?v=4"
},
{
"type": "User",
"login": "MathieuDuponchelle",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/1278273?v=4"
},
{
"type": "User",
"login": "decahedron1",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/61946759?v=4"
}
],
"contributors_sampled": 12,
"top_contributor_share": 0.885
},
"quality_signals": {
"has_ci": true,
"has_tests": false,
"ci_workflows": [
"rust.yml"
],
"has_docs_dir": false,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"Cargo.lock"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "6 out of 6 merged PRs checked by a CI test -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"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"
},
{
"name": "Code-Review",
"score": 1,
"reason": "Found 1/8 approved changesets -- score normalized to 1",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 6,
"reason": "project has 2 contributing companies or organizations -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no 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 8 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": "SAST tool is not run on all commits -- score normalized to 0",
"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": 9,
"reason": "1 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "c3901ec6ad3f62a14212e0d85b12a7c9fe80f599",
"ran_at": "2026-07-29T05:24:38Z",
"aggregate_score": 4.2,
"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": "2026-07-28T10:15:18Z",
"oldest_open_prs": [],
"last_merged_pr_at": "2026-07-28T10:10:21Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 98,
"created_at": "2026-04-29T19:08:32Z",
"last_comment_at": "2026-04-29T21:35:46Z",
"last_comment_author": "eigo-no-sensei"
},
{
"number": 101,
"created_at": "2026-05-16T13:30:30Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 109,
"created_at": "2026-06-07T08:15:02Z",
"last_comment_at": "2026-06-26T15:32:18Z",
"last_comment_author": "altunenes"
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/altunenes/parakeet-rs",
"host": "github.com",
"name": "parakeet-rs",
"owner": "altunenes"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"security": 42,
"vitality": 91,
"community": 66,
"governance": 64,
"engineering": 56
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 91,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"commits_last_year": 348,
"human_commit_share": 1,
"days_since_last_push": 0,
"active_weeks_last_year": 30
},
"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": "30/52 weeks with commits",
"points": 20.8,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 30
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "348 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 348
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"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"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 25,
"latest_release_tag": "v0.3.7",
"releases_from_tags": false,
"days_since_latest_release": 0,
"mean_days_between_releases": 22.4
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "25 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 25
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~22.4 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 22.4
}
}
],
"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
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 66,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 61,
"inputs": {
"forks": 55,
"stars": 378,
"watchers": 8,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "378 stars",
"points": 41.8,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 378
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "55 forks",
"points": 14.4,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 55
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "8 watchers",
"points": 4.7,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 8
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"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": 18,
"status": "met",
"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
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 68,
"inputs": {
"packages": [
"parakeet-rs"
],
"dependents": null,
"ecosystems": "crates",
"total_downloads": 53540,
"monthly_downloads": 12480
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "12,480 downloads/month across crates",
"points": 54.6,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 12480,
"ecosystems": "crates"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 64,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 31,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 12,
"top_contributor_share": 0.885
},
"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 88% of commits",
"points": 2.6,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 88
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "12 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 12
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"merged_prs": 72,
"open_issues": 3,
"closed_issues": 36,
"issue_closed_ratio": 0.923,
"closed_unmerged_prs": 5
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "92% of issues closed",
"points": 43.2,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 92
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "72/77 decided PRs merged",
"points": 35.8,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 72,
"decided": 77
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 1/8 approved changesets -- score normalized to 1",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"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"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"followers": 138,
"owner_type": "User",
"is_verified": null,
"owner_login": "altunenes",
"public_repos": 28,
"account_age_days": 2517
},
"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": "138 followers of altunenes",
"points": 15.4,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 138,
"login": "altunenes"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "28 public repos, account ~6 yr old",
"points": 22.6,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 28
}
},
{
"code": "account_age_years",
"params": {
"years": 6
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"parakeet-rs"
],
"ecosystems": "crates",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on crates",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "crates"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "28 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 28
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 56,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 44,
"inputs": {
"has_ci": true,
"has_tests": false,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "1 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"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": "6 out of 6 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [
"asr",
"onnx",
"parakeet",
"speech",
"speech-recognition",
"speech-to-text",
"automatic-speech-recognition",
"speaker-diarization",
"speaker-identification"
],
"has_wiki": true,
"homepage": "https://huggingface.co/altunenes/parakeet-rs",
"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
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://huggingface.co/altunenes/parakeet-rs",
"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": "9 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 9
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 42,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 42,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.2
},
"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": "6 out of 6 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 1/8 approved changesets -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 8 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": "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": "1 existing vulnerabilities detected",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 10
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 40,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 18,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.34,
"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": {}
}
],
"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 100 human commits state their intent (structured subject or explanatory body)",
"points": 18.1,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 34,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 34,
"inputs": {
"has_nix": false,
"has_tests": false,
"lockfiles": [
"Cargo.lock"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
"Cargo.toml"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Cargo.toml (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "Cargo.toml"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Rust (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Rust"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 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": "Rust",
"largest_source_bytes": 46176,
"source_files_sampled": 40,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Rust (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Rust"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/40 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 40,
"oversized": 0
}
}
],
"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",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"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": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index crates:parakeet-rs@0.3.7; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-29T05:24:56.416856Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/altunenes/parakeet-rs.svg",
"full_name": "altunenes/parakeet-rs",
"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 v0.27.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — crates.io.