Registro públicoModerado
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-25 11:25 UTC
mudler / LocalRecall
:brain: 100% Local Memory layer and Knowledge base for agents with WebUI
mudler/LocalRecall tiene un índice de salud de 60 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (80/100) y la más baja, Security (40/100). Se actualizó por última vez hace 5 días. Una sola persona concentra la mayor parte del trabajo reciente.
60
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.
60
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
Ettore Di GiacintoCuenta personal
2409 seguidores306 repositorios públicosdesde sept 2012
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 |
|---|---|---|---|---|---|
| Go | github.com/mudler/localrecall | v0.6.4 | - | 19 | hace 5 días |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
80
Actividad de desarrollo
67Moderado
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 5 días |
| 9/36 | Cadencia de commits — 13/52 semanas con commits |
| 13.8/18 | Volumen de commits — 33 commits en el último año |
| 8/10 | OpenSSF Scorecard: Maintained — 10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8 |
Datos de entrada utilizados
| commits_last_year | 33 |
| human_commit_share | 0,96 |
| days_since_last_push | 5 |
| active_weeks_last_year | 13 |
Disciplina de publicación
100Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 20 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 5 días |
| 27/27 | Cadencia de publicación — una versión cada ~17 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 20 |
| latest_release_tag | v0.6.4 |
| releases_from_tags | no |
| days_since_latest_release | 5 |
| mean_days_between_releases | 17 |
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?
61
Popularidad y adopción
70Bueno
Cómo se puntúa
| 48.2/60 | Estrellas — 936 estrellas |
| 17.1/25 | Forks — 114 forks |
| 4.7/15 | Observadores — 8 observadores |
Datos de entrada utilizados
| forks | 114 |
| stars | 936 |
| watchers | 8 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
50Moderado
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (MIT) |
| 0/18 | 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 | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sostenibilidad y Gobernanza
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
58
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 1.5/22.5 | Distribución de commits — el principal contribuyente firma el 94% de los commits |
| 8.1/13.5 | Amplitud de contribuyentes — 6 contribuyentes |
| 10/10 | OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 6 |
| top_contributor_share | 0,935 |
Capacidad de respuesta a issues y PR
44En riesgo
Cómo se puntúa
| 8.1/46.8 | Resolución de issues — 17% de issues cerradas |
| 34.2/38.3 | Aceptación de PR — 25/28 PR decididos fusionados |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 5/28 approved changesets -- score normalized to 1 |
Datos de entrada utilizados
| merged_prs | 25 |
| open_issues | 19 |
| closed_issues | 4 |
| issue_closed_ratio | 0,174 |
| closed_unmerged_prs | 3 |
Propiedad y custodia
74Bueno
Cómo se puntúa
| 10/30 | Respaldo de la propiedad — cuenta personal (usuario) |
| 0/20 | Dominio verificado — no aplicable a cuentas de usuario |
| 24.3/25 | Alcance del propietario — 2409 seguidores de mudler |
| 25/25 | Trayectoria — 306 repos públicos, cuenta de ~13 años |
Datos de entrada utilizados
| followers | 2409 |
| owner_type | User |
| is_verified | — |
| owner_login | mudler |
| public_repos | 306 |
| account_age_days | 5050 |
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 go |
| 35/35 | Recencia de publicación — última publicación hace 5 días |
| 20/20 | Historial de versiones — 19 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | github.com/mudler/localrecall |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 5 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
57
Prácticas de ingeniería
62Moderado
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 2 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 0/16 | Configuración de linter |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 14/20 | OpenSSF Scorecard: CI-Tests — 8 out of 11 merged PRs checked by a CI test -- score normalized to 7 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentación
50Moderado
Cómo se puntúa
| 30/30 | README |
| 0/25 | Directorio de documentación |
| 0/15 | Sitio de documentación / página del proyecto |
| 10/10 | Descripción del repositorio |
| 0/10 | Topics |
| 10/10 | Wiki |
Datos de entrada utilizados
| topics | — |
| has_wiki | sí |
| homepage | — |
| 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?
40
Postura de seguridad
38En 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 |
| 1.8/2.5 | CI-Tests — 8 out of 11 merged PRs checked by a CI test -- score normalized to 7 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 5/28 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 7 contributing companies or organizations |
| 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 |
| 6/7.5 | Maintained — 10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8 |
| 5/5 | Packaging — packaging workflow detected |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 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 |
| 0/7.5 | Vulnerabilities — 37 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 3,7 |
Excluidos de la puntuación (sin datos o no aplicable): signed_releases. Los pesos restantes se han renormalizado.
Avisos de dependencias
47En riesgo
Cómo se puntúa
| 6.5/35 | Dependencias directas libres de avisos conocidos — 2 afectados: github.com/jackc/pgx/v5 v5.8.0 (critical 9.8), github.com/go-git/go-git/v5 v5.16.0 (moderate 6.5) |
| 0/25 | Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance |
| 28.4/40 | Sin avisos pendientes — 2 paquete(s) con avisos sin atender más allá de 90 días; el más antiguo publicado hace 165 días |
Datos de entrada utilizados
| source | osv |
| advisories | 65 |
| affected_packages | 8 |
| assessed_packages | 55 |
| unassessed_packages | 0 |
| affected_by_severity | critical 2, high 1, moderate 3, unknown 2 |
| direct_affected_packages | 2 |
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos. Los pesos restantes se han renormalizado. Se cotejaron 55 dependencias resueltas con OSV. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. No se analiza la alcanzabilidad.
Preparación para IA
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.
61
Contexto y guía para agentes
28Crítico
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 27.8/40 | Historial de commits legible — 50 de 96 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,521 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 18/18 | Arranque con un solo comando — Makefile |
| 22/22 | Pruebas automatizadas |
| 0/11 | Configuración de lint / formato |
| 11/11 | Verificación estática de tipos — Go (tipado estático) |
| 10/10 | Entorno reproducible — Dockerfile, lockfile |
| 10/10 | Práctica demostrada con agentes — 7 de los últimos 100 commits con autoría o crédito de agente |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 1/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | go.sum |
| has_dockerfile | sí |
| typed_language | sí |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0,07 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
100Excelente
Cómo se puntúa
| 45/45 | Código verificable por tipos — Go (tipado estático) |
| 55/55 | Tamaños de archivo manejables — 0/47 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Go |
| largest_source_bytes | 32.327 |
| source_files_sampled | 47 |
| oversized_source_files | 0 |
Datos clave
936estrellas de GitHub
6contribuidores
33commits en los últimos 12 meses
5días desde el último push
20versiones publicadas
1factor bus
19issues abiertas
Goecosistemas de paquetes
Advertencias de recopilación de datos
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Más detalle
Historial de estrellas y forks 0 ★ / 114 ⇿
0Estrellas
114Forks
18Versiones
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 4Parche 14
Cada punto abarca 2 días.
OpenSSF Scorecard 3.7 / 10
3.7agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 7 | CI-Tests | 8 out of 11 merged PRs checked by a CI test -- score normalized to 7 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 5/28 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 7 contributing companies or organizations |
| 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 |
| 8 | Maintained | 10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8 |
| 10 | Packaging | packaging workflow detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 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 |
| 0 | Vulnerabilities | 37 existing vulnerabilities detected |
Dependencias directas 12
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| Go | github.com/go-git/go-git/v5 | v5.16.0 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/jackc/pgx/v5 | v5.8.0 | go.mod |
| Go | github.com/klippa-app/go-pdfium | v1.19.2 | go.mod |
| Go | github.com/labstack/echo/v4 | v4.13.3 | go.mod |
| Go | github.com/mudler/xlog | v0.0.5 | go.mod |
| Go | github.com/onsi/ginkgo/v2 | v2.28.1 | go.mod |
| Go | github.com/onsi/gomega | v1.39.1 | go.mod |
| Go | github.com/oxffaa/gopher-parse-sitemap | v0.0.0-20191021113419-005d2eb1def4 | go.mod |
| Go | github.com/philippgille/chromem-go | v0.7.0 | go.mod |
| Go | github.com/sashabaranov/go-openai | v1.37.0 | go.mod |
| Go | jaytaylor.com/html2text | v0.0.0-20230321000545-74c2419ad056 | go.mod |
Todas las dependencias 55
Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 12 paquetes directos y 43 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.
| Registro | Paquete | Versión | Relación |
|---|---|---|---|
| Go | github.com/go-git/go-git/v5 | v5.16.0 | directa |
| Go | github.com/google/uuid | v1.6.0 | directa |
| Go | github.com/jackc/pgx/v5 | v5.8.0 | directa |
| Go | github.com/klippa-app/go-pdfium | v1.19.2 | directa |
| Go | github.com/labstack/echo/v4 | v4.13.3 | directa |
| Go | github.com/mudler/xlog | v0.0.5 | directa |
| Go | github.com/onsi/ginkgo/v2 | v2.28.1 | directa |
| Go | github.com/onsi/gomega | v1.39.1 | directa |
| Go | github.com/oxffaa/gopher-parse-sitemap | v0.0.0-20191021113419-005d2eb1def4 | directa |
| Go | github.com/philippgille/chromem-go | v0.7.0 | directa |
| Go | github.com/sashabaranov/go-openai | v1.37.0 | directa |
| Go | jaytaylor.com/html2text | v0.0.0-20230321000545-74c2419ad056 | directa |
| Go | dario.cat/mergo | v1.0.2 | indirecta |
| Go | github.com/cloudflare/circl | v1.6.1 | indirecta |
| Go | github.com/cyphar/filepath-securejoin | v0.4.1 | indirecta |
| Go | github.com/emirpasic/gods | v1.18.1 | indirecta |
| Go | github.com/go-git/gcfg | v1.5.1-0.20230307220236-3a3c6141e376 | indirecta |
| Go | github.com/go-git/go-billy/v5 | v5.6.2 | indirecta |
| Go | github.com/go-logr/logr | v1.4.3 | indirecta |
| Go | github.com/go-task/slim-sprig/v3 | v3.0.0 | indirecta |
| Go | github.com/golang/groupcache | v0.0.0-20241129210726-2c02b8208cf8 | indirecta |
| Go | github.com/google/go-cmp | v0.7.0 | indirecta |
| Go | github.com/google/pprof | v0.0.0-20260115054156-294ebfa9ad83 | indirecta |
| Go | github.com/jackc/pgpassfile | v1.0.0 | indirecta |
| Go | github.com/jackc/pgservicefile | v0.0.0-20240606120523-5a60cdf6a761 | indirecta |
| Go | github.com/jackc/puddle/v2 | v2.2.2 | indirecta |
| Go | github.com/jbenet/go-context | v0.0.0-20150711004518-d14ea06fba99 | indirecta |
| Go | github.com/jolestar/go-commons-pool/v2 | v2.1.2 | indirecta |
| Go | github.com/kevinburke/ssh_config | v1.2.0 | indirecta |
| Go | github.com/labstack/gommon | v0.4.2 | indirecta |
| Go | github.com/masterminds/semver/v3 | v3.4.0 | indirecta |
| Go | github.com/mattn/go-colorable | v0.1.13 | indirecta |
| Go | github.com/mattn/go-isatty | v0.0.20 | indirecta |
| Go | github.com/mattn/go-runewidth | v0.0.9 | indirecta |
| Go | github.com/microsoft/go-winio | v0.6.2 | indirecta |
| Go | github.com/olekukonko/tablewriter | v0.0.5 | indirecta |
| Go | github.com/pjbgf/sha1cd | v0.3.2 | indirecta |
| Go | github.com/protonmail/go-crypto | v1.1.6 | indirecta |
| Go | github.com/sergi/go-diff | v1.3.2-0.20230802210424-5b0b94c5c0d3 | indirecta |
| Go | github.com/skeema/knownhosts | v1.3.1 | indirecta |
| Go | github.com/ssor/bom | v0.0.0-20170718123548-6386211fdfcf | indirecta |
| Go | github.com/tetratelabs/wazero | v1.11.0 | indirecta |
| Go | github.com/valyala/bytebufferpool | v1.0.0 | indirecta |
| Go | github.com/valyala/fasttemplate | v1.2.2 | indirecta |
| Go | github.com/xanzy/ssh-agent | v0.3.3 | indirecta |
| Go | go.yaml.in/yaml/v3 | v3.0.4 | indirecta |
| Go | golang.org/x/crypto | v0.50.0 | indirecta |
| Go | golang.org/x/mod | v0.34.0 | indirecta |
| Go | golang.org/x/net | v0.53.0 | indirecta |
| Go | golang.org/x/sync | v0.20.0 | indirecta |
| Go | golang.org/x/sys | v0.43.0 | indirecta |
| Go | golang.org/x/text | v0.36.0 | indirecta |
| Go | golang.org/x/time | v0.8.0 | indirecta |
| Go | golang.org/x/tools | v0.43.0 | indirecta |
| Go | gopkg.in/warnings.v0 | v0.1.2 | indirecta |
Avisos de dependencias 8
Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 55 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 8 tienen avisos conocidos, de los cuales 2 son directas.
| Paquete | Versión | Relación | Gravedad | Avisos | Corregido en |
|---|---|---|---|---|---|
| github.com/jackc/pgx/v5 | v5.8.0 | directa | crítica | 6 | 5.9.2 |
| golang.org/x/crypto | v0.50.0 | indirecta | crítica | 27 | 0.52.0 |
| github.com/go-git/go-billy/v5 | v5.6.2 | indirecta | alta | 4 | 6.0.0-alpha.1 |
| github.com/go-git/go-git/v5 | v5.16.0 | directa | moderada | 16 | 6.0.0-alpha.4 |
| github.com/cloudflare/circl | v1.6.1 | indirecta | moderada | 2 | 1.6.3 |
| golang.org/x/net | v0.53.0 | indirecta | moderada | 8 | 0.56.0 |
| golang.org/x/sys | v0.43.0 | indirecta | desconocida | 1 | 0.44.0 |
| golang.org/x/text | v0.36.0 | indirecta | desconocida | 1 | 0.39.0 |
Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.
Informe JSON sin procesar legible por máquina
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 4729,
"has_wiki": true,
"homepage": null,
"languages": {
"Go": 228155,
"HTML": 39644,
"Shell": 6565,
"PLpgSQL": 5291,
"Makefile": 6733,
"Dockerfile": 858,
"JavaScript": 19806
},
"pushed_at": "2026-07-19T21:43:35Z",
"created_at": "2025-02-12T21:07:04Z",
"owner_type": "User",
"updated_at": "2026-07-25T10:48:56Z",
"description": ":brain: 100% Local Memory layer and Knowledge base for agents with WebUI ",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
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{
"oid": "4de7307e16e2e603c24592a536281c6215e3821f",
"body": "…to v0.6.3) (#52)\n\nAdds BM25_TEXT_CONFIG environment variable (default: \"english\") to override\nthe hardcoded BM25 tokenizer/stemmer configuration on the PostgreSQL\nhybrid-search engine. v0.6.3 hardcodes text_config='english', which\nmis-tokenizes non-English corpora.\n\nWhen \"de_en\" is requested, a cus\n[…]\nport of walcz-de commit bd38807 (originally on v0.5.9) onto v0.6.3.\nThe search_vector to_tsvector('english', ...) remains a separate follow-up.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"headline": "feat(postgres): make BM25 text_config env-configurable (forward-port …",
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"body": "The image built pg_textsearch from the moving main branch, shipping an\nunreproducible \"1.0.0-dev\". That dev build's bm25 access method could wedge\nan INSERT on a buffer-content lock indefinitely (uninterruptible — only a\nPostgres restart cleared it), holding the relation lock and stalling every\nothe\n[…]\nbuild arg for deliberate future bumps.\n\n\nAssisted-by: Claude:claude-opus-4-8 [Claude Code]\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\nCo-authored-by: Ettore Di Giacinto <mudler@localai.io>",
"is_bot": true,
"headline": "chore(docker): pin pg_textsearch to v1.3.1 (#50)",
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"oid": "1c6a03d0c29fbcb692d60411141a0904e51fbe57",
"body": "…the store (#49)\n\nA corrupt custom-index access method (e.g. a BM25 index left inconsistent\nby a past pg_resetwal) can make an INSERT spin indefinitely on a\nbuffer-content lock. The wedged backend holds its relation lock the whole\ntime, so every later statement on that table queues behind it - one s\n[…]\ne env-overridable; \"0\"/\"off\" opts out.\n\n\nAssisted-by: Claude:claude-opus-4-8 [Claude Code]\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\nCo-authored-by: Ettore Di Giacinto <mudler@localai.io>",
"is_bot": true,
"headline": "fix(postgres): per-connection timeouts so a wedged index can't stall …",
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"oid": "d0073dd5dc32d9bc55cefa15c1ef0be8ce4626fc",
"body": "sanitizeTableName only replaced '-', '.' and ' ' with underscores, so a\ncollection name containing other characters leaked into the interpolated\nCREATE TABLE statement and produced a SQL syntax error.\n\nLocalAI namespaces per-user collections as \"{userID}:{name}\". Under legacy\nAPI-key auth the userID\n[…]\no per-user table\nisolation on a shared database is unaffected.\n\nFixes mudler/LocalAI#10375\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\nCo-authored-by: Ettore Di Giacinto <mudler@localai.io>",
"is_bot": true,
"headline": "fix(postgres): sanitize all non-identifier chars in table names (#48)",
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"committed_at": "2026-06-18T14:28:27Z",
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"body": "* fix(postgres): index-backed RRF hybrid search to avoid full seqscan\n\nThe hybrid search query wrapped the vector distance operator in a scalar\nsimilarity expression and sorted on the alias (ORDER BY similarity DESC).\nThat blinds the planner: pgvector's HNSW/DiskANN index can only serve a\nbare \"ORDE\n[…]\ndividual embedding call.\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\n\n---------\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\nCo-authored-by: Ettore Di Giacinto <mudler@localai.io>",
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"headline": "fix(postgres): index-backed RRF hybrid search (#10186) (#46)",
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"committed_at": "2026-06-06T07:00:48Z",
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"oid": "d999943a29ea5f7782768de45e2d698079072f20",
"body": "…re (#44)\n\nThree connected bugs in the standalone server:\n\n1. registerAPIRoutes loaded every on-disk collection at boot via\n newVectorEngine. For the postgres engine that constructor performs a\n \"test embedding\" probe that requires the embedding model to be\n reachable. Any error returned hit o\n[…]\nteEntry) now go through lookupCollection.\n\n- The createCollection HTTP handler returns 502 Bad Gateway with a\n helpful error body on engine init failure instead of crashing or\n silently storing nil.",
"is_bot": false,
"headline": "fix: rehydrate collections lazily; never os.Exit on engine init failu…",
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"body": "CI failed after a7724fe (the go-fitz → go-pdfium switch) with:\n\n go: go.mod requires go >= 1.25.0 (running go 1.24.13; GOTOOLCHAIN=local)\n\n`go mod tidy` after the dep swap pulled in newer x/{net,sync,sys,text,\ntools} that bumped the module's go directive to 1.25. The Dockerfile\nwas still on golang:\n[…]\n26-alpine)\nand LocalAI's Dockerfile (GO_VERSION=1.26.0). Same toolchain across\nthe suite means consistent module-graph resolution.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"headline": "ci: bump Dockerfile golang base to 1.26 (matches go.mod requirement)",
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"oid": "a7724fef6f811bbdb177b5ae4c20847a33444ea3",
"body": "7a2086c (v0.6.0) moved PDF extraction from dslipak/pdf to\ngen2brain/go-fitz. That fixed the \"PDF parser hangs forever\" class of\nbug, but it broke aarch64 builds of every consumer that pulls\nLocalRecall through cgo:\n\n /usr/bin/ld:\n /root/go/pkg/mod/github.com/gen2brain/go-fitz@v1.24.15/libs/libmupd\n[…]\nd across uploads. The 60s\ngoroutine timeout is unchanged — defensive belt-and-braces in case a\npathological PDF eats too much CPU.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"headline": "fix(rag): switch PDF extractor from go-fitz (cgo) to go-pdfium (WASM)",
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"oid": "7a2086c629dccaa5d12195a325e794fcb5744ee9",
"body": "The previous PDF parser (github.com/dslipak/pdf v0.0.2) is a single-\nmaintainer pure-Go library that can hang indefinitely on certain xref\nlayouts, encrypted PDFs, scanned-image-only files, and a few other\nstructural quirks. With no timeout and no context, a single bad PDF\nsits inside `chunkFile` → \n[…]\nignal). The\nexisting UTF-8 / null-byte sanitization is preserved — libmupdf can\nstill emit byte sequences that PostgreSQL rejects.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"headline": "fix(rag): switch PDF text extraction to go-fitz (libmupdf), add timeout",
"author_name": "Ettore Di Giacinto",
"author_login": "mudler",
"committed_at": "2026-05-06T22:45:21Z",
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"body": "The three persistent-collection constructors called os.Exit(1) when the\nunderlying engine or PersistentKB init failed. That's acceptable for the\nCLI/server startup path here, but it was catastrophic when the same\nconstructors were embedded in long-running servers (LocalAGI / LocalAI):\na transient em\n[…]\nter handling the error itself — so the\nLocalRecall binary's behavior is unchanged. Embedded callers can pass the\nerror up and degrade gracefully.\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>",
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"headline": "fix(rag): return errors from NewPersistent*Collection instead of os.Exit",
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"body": "…anges\n\ncheckAndRecalculateEmbeddings re-embedded existing rows on a model\nswitch but never resized the VECTOR column, so the very next insert\nhit 'expected N dimensions, not M' (SQLSTATE 22000). Migrate by\nDROP/ADD COLUMN at the new dimensionality inside a transaction, after\nhaving pre-computed every new embedding so an embedder outage cannot\nleave the collection half-migrated. Recreate the vector index after\nthe swap via the new createVectorIndex helper.",
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"headline": "fix(postgres): migrate vector column when embedding dimensionality ch…",
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"body": "Signed-off-by: Ettore Di Giacinto <mudler@localai.io>",
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"headline": "return also file name",
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"body": "Signed-off-by: Ettore Di Giacinto <mudler@localai.io>",
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"oid": "8190f977a369fc2f7a68c27c3008a04503f3e4b0",
"body": "* feat: drop memory index\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\n\n* Potential fix for pull request finding\n\nCo-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>\n\n* fix tests\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\n\n---------\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\nCo-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
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"headline": "feat: drop memory index (#43)",
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"body": "…ctions\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>",
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"headline": "feat: allow to upload documents with different filenames, scope colle…",
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"body": "…ontent\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>",
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"headline": "chore(refactor): make it prominent that we store even non indexable c…",
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"body": "Signed-off-by: Ettore Di Giacinto <mudler@localai.io>",
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"headline": "feat(api): expose endpoint to get raw file",
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"body": "Signed-off-by: Ettore Di Giacinto <mudler@localai.io>",
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"headline": "fix: also strip \\x00",
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"committed_at": "2026-03-14T10:13:22Z",
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"body": "Added TimescaleDB license configuration and granted superuser privileges to the PostgreSQL user.",
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"body": "* feat: allow to fetch entry from collection\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\n\n* Add tests\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\n\n* Attach to webui\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\n\n* Add overlap support, return content from file\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\n\n---------\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>",
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"body": "Signed-off-by: Ettore Di Giacinto <mudler@localai.io>",
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"headline": "Update README with MCP instructions",
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"body": "…g (#39)\n\n* Initial plan\n\n* Add standardized API response structure and update all route handlers\n\nCo-authored-by: mudler <2420543+mudler@users.noreply.github.com>\n\n* Update frontend to handle standardized API responses\n\nCo-authored-by: mudler <2420543+mudler@users.noreply.github.com>\n\n* Remove unus\n[…]\n420543+mudler@users.noreply.github.com>\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: mudler <2420543+mudler@users.noreply.github.com>",
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"body": "Signed-off-by: Ettore Di Giacinto <mudler@localai.io>",
"is_bot": false,
"headline": "bailout if we can't create extensions (#38)",
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"committed_at": "2026-01-12T21:14:35Z",
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"headline": "Add volumes to docker compose file",
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{
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}
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{
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{
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{
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},
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}
],
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{
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"status": "partial",
"details": [
{
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},
{
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"notes": [
{
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{
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],
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"account_age_days": 5050
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"components": [
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"code": "owner_personal",
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}
],
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{
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"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
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}
],
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{
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"points": 24.3,
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"details": [
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}
],
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{
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"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
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},
{
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}
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]
},
{
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"note": null,
"notes": [],
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"inputs": {
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}
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{
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],
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{
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}
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{
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],
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{
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"code": "ci_workflows",
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{
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{
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{
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{
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{
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]
},
{
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{
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],
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{
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{
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],
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"components": [
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{
"key": "branch_protection",
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{
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{
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"points": 0,
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{
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{
"key": "contributors",
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"status": "met",
"details": [],
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{
"key": "dangerous_workflow",
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"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
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"detail": "no update tool detected",
"points": 0,
"status": "missed",
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
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},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
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{
"key": "maintained",
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"detail": "10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8",
"points": 6,
"status": "partial",
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{
"key": "packaging",
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{
"key": "pinned_dependencies",
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"points": 0.5,
"status": "partial",
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{
"key": "sast",
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"points": 0,
"status": "missed",
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{
"key": "security_policy",
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"status": "missed",
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{
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"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
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{
"key": "token_permissions",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "vulnerabilities",
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"detail": "37 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
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]
},
{
"key": "dependency_advisories",
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
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{
"code": "advisories_scope_repository",
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},
{
"code": "advisories_repo_graph_caveat",
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{
"code": "advisories_reachability",
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],
"value": 47,
"inputs": {
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"affected_by_severity": "critical 2, high 1, moderate 3, unknown 2",
"direct_affected_packages": 2
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"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "2 affected: github.com/jackc/pgx/v5 v5.8.0 (critical 9.8), github.com/go-git/go-git/v5 v5.16.0 (moderate 6.5)",
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"status": "partial",
"details": [
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}
],
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{
"key": "indirect_dependencies_free_of_known_advisories",
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"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
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"code": "advisories_scope_not_separable",
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],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
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"points": 28.4,
"status": "partial",
"details": [
{
"code": "advisories_stale",
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}
],
"max_points": 40
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]
},
{
"key": "malicious_dependencies",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
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"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
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"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
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"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
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}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 6
},
"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": "moderate",
"name": "AI Readiness",
"value": 61,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 28,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.521,
"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": "50 of 96 human commits state their intent (structured subject or explanatory body)",
"points": 27.8,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 50,
"sampled": 96
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 72,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0.07,
"toolchain_manifests": [
"go.mod"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "7 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 7,
"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 1",
"points": 1,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 32327,
"source_files_sampled": 47,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/47 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 47,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-25T11:25:43.266090Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mudler/LocalRecall.svg",
"full_name": "mudler/LocalRecall",
"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 — Go.