Registro públicoModerado
Informe de salud del softwareesquema 0.27.0 · métricas 2.3.1 · 2026-07-28 09:58 UTC
open-webui / oikb
Sync anything to Open WebUI Knowledge Bases
open-webui/oikb tiene un índice de salud de 54 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (64/100) y la más baja, AI Readiness (30/100). Se actualizó por última vez hace 10 días. Una sola persona concentra la mayor parte del trabajo reciente.
54
global / 100Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.
54
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas 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.
El resultado global ponderado 53 se calibra a 54 en la escala publicada del índice (calibración del registro 2026-08-02).
Titularidad
Open WebUIOrganización
5113 seguidores25 repositorios públicosdesde ene 2024
Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.
Ecosistemas de paquetes
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación |
|---|---|---|---|---|---|
| PyPI | oikb | 0.4.0 | 8961 | 21 | hace 10 días |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
64
Actividad de desarrollo
47Débil
Cómo se puntúa
| 28.8/36 | Recencia de push — último push hace 10 días |
| 3.5/36 | Cadencia de commits — 5/52 semanas con commits |
| 15/18 | Volumen de commits — 46 commits en el último año |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Datos de entrada utilizados
| commits_last_year | 46 |
| human_commit_share | 1 |
| days_since_last_push | 10 |
| active_weeks_last_year | 5 |
Disciplina de publicación
90Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 22 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 10 días |
| 27/27 | Cadencia de publicación — una versión cada ~6,4 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Datos de entrada utilizados
| releases_count | 22 |
| latest_release_tag | v0.4.0 |
| releases_from_tags | no |
| days_since_latest_release | 10 |
| mean_days_between_releases | 6,4 |
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
55
Popularidad y adopción
52Moderado
Cómo se puntúa
| 38.1/60 | Estrellas — 225 estrellas |
| 13.4/25 | Forks — 42 forks |
| 0/15 | Observadores — 2 observadores |
Datos de entrada utilizados
| forks | 42 |
| stars | 225 |
| watchers | 2 |
| 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 |
| readme_badges | — |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | — |
| has_pull_request_template | no |
Cómo se puntúa
| 52.7/80 | Descargas mensuales — 8961 descargas/mes en pypi |
| 0/20 | Dependientes en el registro — no lo informa este ecosistema |
Datos de entrada utilizados
| packages | oikb |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 8961 |
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?
54
Resiliencia de mantenedores (factor bus)
26En riesgo
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 4.4/22.5 | Distribución de commits — el principal contribuyente firma el 80% de los commits |
| 9.5/13.5 | Amplitud de contribuyentes — 7 contribuyentes |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 7 |
| top_contributor_share | 0,804 |
Capacidad de respuesta a issues y PR
33En riesgo
Cómo se puntúa
| 8.4/42 | Resolución de issues — 20% de issues cerradas |
| 15.9/30 | Aceptación de PR — 9/17 PR decididos fusionados |
| 0/13 | Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 9/29 approved changesets -- score normalized to 3 |
Datos de entrada utilizados
| merged_prs | 9 |
| open_issues | 44 |
| closed_issues | 11 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0,2 |
| closed_unmerged_prs | 8 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluidos de la puntuación (sin datos o no aplicable): newcomer_pr_acceptance. Los pesos restantes se han renormalizado.
Propiedad y custodia
70Bueno
Cómo se puntúa
| 30/30 | Respaldo de la propiedad — propiedad de una organización |
| 0/20 | Dominio verificado |
| 25/25 | Alcance del propietario — 5113 seguidores de open-webui |
| 15.3/25 | Trayectoria — 25 repos públicos, cuenta de ~2 años |
Datos de entrada utilizados
| followers | 5113 |
| owner_type | Organization |
| is_verified | — |
| owner_login | open-webui |
| public_repos | 25 |
| account_age_days | 910 |
Mantenimiento de paquetes
100Excepcional
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en pypi |
| 35/35 | Recencia de publicación — última publicación hace 10 días |
| 20/20 | Historial de versiones — 21 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | oikb |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 10 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
48
Prácticas de ingeniería
24En riesgo
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 3 flujo(s) de trabajo |
| 0/24 | Pruebas presentes |
| 0/16 | Configuración de linter |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 9 merged PRs checked by a CI test -- score normalized to 0 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | no |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentación
85Excelente
Cómo se puntúa
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 0/15 | Sitio de documentación / página del proyecto |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 1 topics |
| 10/10 | Wiki |
Datos de entrada utilizados
| topics | open-webui |
| has_wiki | sí |
| homepage | — |
| has_readme | sí |
| has_docs_dir | sí |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
47
Postura de seguridad
34En 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 |
| 0/2.5 | CI-Tests — 0 out of 9 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 9/29 approved changesets -- score normalized to 3 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 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 |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 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 — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 3,4 |
Avisos de dependencias
100Excepcional
Cómo se puntúa
| 35/35 | Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido |
| 25/25 | Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido |
| 0/40 | Sin avisos pendientes — ningún aviso tiene fecha de publicación |
Datos de entrada utilizados
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 31 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:oikb@0.4.0 —lo que arrastra la instalación del paquete publicado—: 31 paquetes. 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? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.
30
Contexto y guía para agentes
40Débil
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 40/40 | Historial de commits legible — 38 de 46 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,826 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 0/18 | Arranque con un solo comando |
| 0/22 | Pruebas automatizadas |
| 0/11 | Configuración de lint / formato |
| 0/11 | Verificación estática de tipos |
| 10/10 | Entorno reproducible — Dockerfile |
| 4.3/10 | Práctica demostrada con agentes — 1 de los últimos 46 commits con autoría o crédito de agente |
| 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 | — |
| has_dockerfile | sí |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0,022 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
55Moderado
Cómo se puntúa
| 0/45 | Código verificable por tipos — Python sin configuración de verificación de tipos |
| 55/55 | Tamaños de archivo manejables — 0/60 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Python |
| largest_source_bytes | 40.852 |
| source_files_sampled | 60 |
| oversized_source_files | 0 |
Datos clave
225estrellas de GitHub
7contribuidores
46commits en los últimos 12 meses
10días desde el último push
22versiones publicadas
1factor bus
44issues abiertas
PyPIecosistemas 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
Más detalle
Historial de estrellas y forks 0 ★ / 42 ⇿
0Estrellas
42Forks
2Versiones
Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.
Mayor 0Menor 1Parche 1
OpenSSF Scorecard 3.4 / 10
3.4agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 9 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 9/29 approved changesets -- score normalized to 3 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 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 |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow 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 |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Dependencias directas 9
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| PyPI | click | >=8.1 | pyproject.toml |
| PyPI | croniter | >=2.0 | pyproject.toml |
| PyPI | httpx | >=0.27 | pyproject.toml |
| PyPI | prometheus-client | >=0.20 | pyproject.toml |
| PyPI | pyyaml | >=6.0 | pyproject.toml |
| PyPI | rich | >=13.0 | pyproject.toml |
| PyPI | watchdog | >=4.0 | pyproject.toml |
| PyPI | fastapi | >=0.115 | pyproject.toml |
| PyPI | uvicorn | >=0.30 | pyproject.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
Avisos de dependencias 0
Instalar pypi:oikb@0.4.0 arrastra 31 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.
Ningún aviso conocido afecta a las dependencias evaluadas.
Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.
Informe JSON sin procesar legible por máquina
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"body": "The Drive API does not return items from Shared Drives (formerly Team\nDrives) unless requests opt in with supportsAllDrives and\nincludeItemsFromAllDrives. Without them, syncing a folder inside a\nShared Drive listed no files and reported \"nothing to do\", even with\ncorrect service-account permissions.\n[…]\nd _find_file,\nand pass supportsAllDrives to the file get/get_media download calls so\nShared Drive files can be fetched.\n\nFixes #52\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: support Google Shared Drives in gdrive connector (#72)",
"author_name": "Joel Christ",
"author_login": "joelchrist",
"committed_at": "2026-07-17T19:41:26Z",
"body_truncated": true,
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},
{
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"body": null,
"is_bot": false,
"headline": "refac",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-07-17T19:40:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf6591217026834d82c96f5134503eedfeb9bfe3",
"body": "While syncing a Nextcloud source, a single missing folder currently aborts the entire sync process:\r\n\r\nPROPFIND ... failed: HTTP 404\r\n\r\nThis can happen when:\r\n\r\na configured folder has been deleted or renamed;\r\na shared folder is no longer available;\r\npermissions change between sync runs.\r\n\r\nPropose\n[…]\nde 404 during folder traversal (_walk_folder).\r\nLog a warning indicating that the folder was skipped.\r\nContinue processing the remaining folders/files instead of failing the whole synchronization job.",
"is_bot": false,
"headline": "Handle missing Nextcloud folders gracefully (HTTP 404) (#50)",
"author_name": "Mirko Ceroni",
"author_login": "cero1988",
"committed_at": "2026-07-17T19:28:27Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "9f2f29a6e3418f07242a46a28d48c8632c038a8e",
"body": "Previously, GitLab source parser used a simple split limit to extract the owner namespace and repository name (e.g. `source.split(\"/\", 2)`). This caused parsing failures for repositories located in nested subgroups (e.g., `gitlab:group/subgroup/project/docs/api`), as the subgroup path would get inco\n[…]\nlly identify the boundary between the project path and the repository file path.\n3. Merging paths safely and falling back to the default split behavior if the API check fails or the client is offline.",
"is_bot": false,
"headline": "fix(connectors/gitlab): resolve subgroup path parsing dynamically (#36)",
"author_name": "Mateusz Hajder",
"author_login": "mhajder",
"committed_at": "2026-07-17T19:28:09Z",
"body_truncated": true,
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},
{
"oid": "17ed5390476e14c1c67d8c419a54e69c4a9c2585",
"body": "… resource leaks (#35)\n\nRefactors `SyncHistory` to use a `queue.Queue` connection pool instead of `threading.local()`.\n\nPreviously, connections tied to `threading.local()` in a background worker pool would remain open until the thread died, leading to a steady leak of open file descriptors and locke\n[…]\nrrent readers/writers via WAL) while strictly bounding the total number of open database connections.\n- Updated `close()` to gracefully drain the queue and explicitly terminate all pooled connections.",
"is_bot": false,
"headline": "fix(history): implement thread-safe connection pool for SQLite to fix…",
"author_name": "Mateusz Hajder",
"author_login": "mhajder",
"committed_at": "2026-07-17T19:27:41Z",
"body_truncated": true,
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},
{
"oid": "ee9b9ed3fccec4cafbd38c423a82cb94969dbe4c",
"body": "Resolve the file path and verify that it remains within the connector's root directory using `is_relative_to()`. Raises a `PermissionError` if a path traversal attempt is detected.",
"is_bot": false,
"headline": "fix(connectors/filesystem): prevent path traversal in read_file (#34)",
"author_name": "Mateusz Hajder",
"author_login": "mhajder",
"committed_at": "2026-07-17T19:27:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "61721b1ad78b2990c566007088e1c7a2d34305ca",
"body": null,
"is_bot": false,
"headline": "refac",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-07-17T19:12:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d3752b2b0a1c59942c4502536507a227035ae12",
"body": null,
"is_bot": false,
"headline": "refac",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-07-17T19:03:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2b227bf5a1f52f0c1b2d145531acfada21bc0a79",
"body": "…n (#69)\n\nCo-authored-by: Miika Jukakoski <miika.jukakoski@teknoware.com>",
"is_bot": false,
"headline": "fix: implement pagination for JIRA issue retrieval using nextPageToke…",
"author_name": "Miika Jukakoski",
"author_login": "jukakoski",
"committed_at": "2026-07-17T19:02:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "487e5e50bace9c969bae00fbf2531b5f24cde095",
"body": "- Upgrade Docker base image to python:3.14-alpine3.23\n- Use Astral uv for multi-stage dependency installs and virtual env management\n- Switch to running under non-root appuser (UID/GID 1000)\n- Replace healthcheck curl command with wget to support Alpine\n- Update docker-compose examples in README.md and docs/guide.md",
"is_bot": false,
"headline": "feat(docker): migrate to alpine, harden container, and update docs (#37)",
"author_name": "Mateusz Hajder",
"author_login": "mhajder",
"committed_at": "2026-07-17T19:00:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "443304642beaebd4f15ca1ce962c871c1f25107e",
"body": "* feat: add Nextcloud connector\n\n* refactor: extract internal WebDAV client\n\n* fix: guard recursive WebDAV walk",
"is_bot": false,
"headline": "feat: add Nextcloud connector (#19)",
"author_name": "Mouez",
"author_login": "glonor",
"committed_at": "2026-06-12T15:22:47Z",
"body_truncated": false,
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},
{
"oid": "bebc3a2b591c951353afb775b204beeadb1ec358",
"body": "Change deprecated JIRA API endpoint to the current one for JQL",
"is_bot": false,
"headline": "Merge pull request #17 from expilu/patch-1",
"author_name": "Tim Baek",
"author_login": "tjbck",
"committed_at": "2026-06-12T15:22:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fb7c13ec6ad02eebcf41632804c3050f8553a530",
"body": "/rest/api/3/search was deprecated, changes to the current /rest/api/3/search/jql",
"is_bot": false,
"headline": "Change JIRA API endpoint to use JQL",
"author_name": "Daniel López Lacalle",
"author_login": "expilu",
"committed_at": "2026-06-03T11:21:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dcf241da7f4877cd8540d020b6e8478fc10279ef",
"body": "Add SHAREPOINT_CERTIFICATE_PATH as a secure alternative to\nSHAREPOINT_CLIENT_SECRET for authenticating with SharePoint via\nMicrosoft Graph API.\n\n- JWT assertion flow using cryptography + PyJWT\n- SHAREPOINT_CERTIFICATE_PASSWORD for encrypted PEM keys\n- Mutual exclusivity validation (secret vs cert)\n- New optional extra: pip install oikb[sharepoint-cert]\n\nCloses #3",
"is_bot": false,
"headline": "feat: SharePoint certificate-based authentication (#3)",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-28T21:24:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04ccb30d7294dd065d26aba230d1d81df00af4fe",
"body": "2KB inline HTML page, monospace, dark background. Polls /health\nevery 10s and renders source statuses with colored dots, last\nsync time, duration, file counts. Zero dependencies.",
"is_bot": false,
"headline": "0.3.5: minimal status dashboard at GET /",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:53:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "597bb6c9d9b6d5c951eea2cb1595bcac325a36aa",
"body": "validate --deep pings Open WebUI API to verify connectivity, API key\nvalidity, and that each KB ID exists. Catches config errors before\ndeployment. Also applies defaults and env var interpolation in\nvalidate (was missing).\n\ndocker-compose.yaml updated from stale watch mode to production\ndaemon mode with healthcheck, LOG_FORMAT, and OIKB_API_KEY.",
"is_bot": false,
"headline": "0.3.4: validate --deep, fix stale docker-compose.yaml",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:47:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fe3a94961fdc17bb0ec2d6de5582036b07c12878",
"body": "docs/guide.md covers installation, basic usage, config file,\nall 44 connectors, filtering, daemon mode, scheduling, API,\nenterprise features (metrics, logging, notifications, locking),\ndeployment (Docker, Compose, GHA, k8s), CLI reference, and\ntroubleshooting. Linked from README.",
"is_bot": false,
"headline": "docs: comprehensive guide with tutorial, deployment, and reference",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:35:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "72d85d1eb71502b0250c0e1a32666626e7cb4507",
"body": "…daemon)\n\nSimple path: pip install, export env vars, oikb sync ./docs --kb-id\nAdvanced path: oikb init → oikb daemon. No yaml needed for basic use.",
"is_bot": false,
"headline": "readme: split quick start into simple (one-liner) and advanced (yaml/…",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:30:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d0a6ae0c02777f781da79d3bd542bbc70c50cb9",
"body": "Generates .oikb.yaml by prompting for source, KB ID, name, and\ninterval. Outputs next-step commands (validate, sync, daemon).\nUpdated README Quick Start to lead with init.",
"is_bot": false,
"headline": "0.3.3: oikb init interactive wizard",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:30:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "878e797b5fdd9fff9a09e77c67f79c096170d960",
"body": "defaults: key in .oikb.yaml sets interval, concurrency, filter,\nnotify, etc. once for all entries — per-entry values override.\nDeep merges nested dicts. Added standalone docker run example\nand LOG_FORMAT=json to Docker Compose.",
"is_bot": false,
"headline": "0.3.2: global defaults key, Docker usage docs",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:17:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4e047b33073d4071583f0114071a474e9b7269b4",
"body": "- Per-KB asyncio.Lock prevents overlapping syncs from scheduler,\n webhook, and API triggers running simultaneously\n- POST /sync/{id}?dry_run=true previews changes without uploading\n- ${VAR} and ${VAR:-default} interpolation in all .oikb.yaml strings\n for GitOps workflows where secrets come from the runtime",
"is_bot": false,
"headline": "0.3.1: sync locking, dry-run API, env var interpolation",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:11:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3a8396e2c0ea5ac19750d77dabed21797c76e750",
"body": "notify key in .oikb.yaml entries POSTs JSON to any HTTP endpoint on\nsync error. Includes a text field for native Slack incoming webhook\nsupport. Configurable: on: error (default) or on: always.",
"is_bot": false,
"headline": "0.3.0: webhook failure notifications",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:02:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e1dd7918018c7a3b801770eeb939a532b6e3f8ba",
"body": "filter.max-size in .oikb.yaml (or --max-file-size CLI flag) skips\nfiles exceeding the limit before they reach the diff endpoint.\nSupports human-readable sizes: 50mb, 1gb, 500kb. Warns per file.",
"is_bot": false,
"headline": "0.2.9: max-size filter to skip oversized files",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T08:59:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "beb5f4ec43c72a3c5b37446fe02337aa82ab409f",
"body": "oikb daemon --log-format json (or LOG_FORMAT=json env var) outputs\none JSON object per line with ts, level, logger, msg, and optional\nsync-specific fields. Compatible with Datadog, Splunk, ELK,\nCloudWatch, and Loki.",
"is_bot": false,
"headline": "0.2.8: structured JSON logging for production deployments",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T08:53:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2aa721147bb6e370bac55a6f86107b01fcfcc99e",
"body": "interval key now accepts both simple intervals (30m, 1h) and\nstandard cron expressions (0 6 * * 1-5). Auto-detected based on\nfield count — no config flag needed. Adds croniter>=2.0 dep.",
"is_bot": false,
"headline": "0.2.7: cron expression support for daemon scheduling",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T08:48:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6efcee9af80cb138bd6d4558fade3ac721585402",
"body": "GET /metrics exposes sync counters (total, errors), duration\nhistogram, and file upload/delete counters — all labeled by source.\nIncludes oikb_info with build version. Adds prometheus-client dep.",
"is_bot": false,
"headline": "0.2.6: Prometheus metrics endpoint for daemon observability",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T08:43:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dae21fa4deaa3beb5c6a9eff471098a6c4152cd8",
"body": "Spinner during scan/diff phases, progress bar with file count and\nelapsed time during uploads. Output goes to stderr, respects --quiet\n(daemon) and --verbose modes. Adds rich>=13.0 as core dependency.",
"is_bot": false,
"headline": "0.2.5: rich progress bars for sync operations",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T08:39:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e78291231b67af9cd5136681fa08f4287a43e96",
"body": "…leanup\n\n- oikb validate: check .oikb.yaml without running syncs\n- --concurrency flag for opt-in parallel uploads (yaml: concurrency key)\n- 3x retry with exponential backoff on 5xx upload failures\n- Daemon now applies filter.include/filter.exclude (was silently ignored)\n- Connectors properly closed after sync via BaseConnector.close()\n- GitHub connector caches default branch (was hitting API per file)\n- Removed 30+ no-op optional deps that just re-declared httpx",
"is_bot": false,
"headline": "0.2.4: validate command, concurrent uploads, retry, daemon filters, c…",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T08:09:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7c3d36f1b508af75f2832ca980f62af2cbd05349",
"body": "Drop the ambiguous 'routes' key from .oikb.yaml. Multi-KB from a\nsingle source is now done with multiple entries + filter.include.\nEvery entry is strictly source + kb-id, no branching logic.",
"is_bot": false,
"headline": "0.2.3: remove routes, simplify config to one entry = one KB",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T08:01:12Z",
"body_truncated": false,
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},
{
"oid": "3c8edaf93fd70caa9e71d24fdc1d8f487efc1da9",
"body": null,
"is_bot": false,
"headline": "doc: readme",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T06:25:27Z",
"body_truncated": false,
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},
{
"oid": "e450c6ede400a9a511e427f7b2d172f45be8c0b7",
"body": null,
"is_bot": false,
"headline": "chore: bump v0.2.2 — named entries, /sync/{identifier} endpoint",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T06:15:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f588d8a63f1961041e5275fd5d390a8df1adccac",
"body": null,
"is_bot": false,
"headline": "chore: bump v0.2.1",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T19:07:22Z",
"body_truncated": false,
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},
{
"oid": "86418bac289cef7a446cabec45acca537460891c",
"body": "- Add env.py with _resolve_file_env for Docker secrets _FILE support\n- HTTPBearer + Depends(verify_api_key) per route instead of middleware\n- hmac.compare_digest for timing-safe key comparison\n- Health endpoints public, /history and /sync require auth",
"is_bot": false,
"headline": "refactor: mirror open-terminal auth pattern",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T19:04:59Z",
"body_truncated": false,
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},
{
"oid": "af83f4b4c8da374f58400c5303096a4b7317cdcd",
"body": "Backward compatible — both sync: and sources: are accepted,\nsources: takes precedence.",
"is_bot": false,
"headline": "refactor: rename .oikb.yaml top-level key from sync: to sources:",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T18:58:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f3ca110358e54a9f7767d81f74f550d13c4c978c",
"body": "Match ServiceNow's configurability: custom JQL, field selection,\nmarkdown/json format, and limit. Supports query string params:\n jira:PROJ?jql=status=open&fields=summary,status&format=json&limit=50",
"is_bot": false,
"headline": "enhance: configurable fields, format, JQL for Jira connector",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T18:55:10Z",
"body_truncated": false,
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},
{
"oid": "ff37b83b1497e8c1171d0548708d7c5226276b6b",
"body": "…ters, OpenAPI tool server\n\n- oikb daemon: FastAPI scheduler with /health, /history, /sync endpoints\n- oikb history: local SQLite sync log with --json output\n- Webhooks: /webhooks/github, /webhooks/gitlab, /webhooks/slack, /webhooks/confluence\n- 13 new connectors: Document360, Slab, Outline, Google \n[…]\nters via filter.include / filter.exclude\n- Daemon doubles as OpenAPI tool server for Open WebUI\n- ServiceNow: configurable table, fields, format, query, limit\n- FastAPI + uvicorn now core dependencies",
"is_bot": false,
"headline": "feat: v0.2.0 — daemon, webhooks, history, 44 connectors, routing, fil…",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T18:53:44Z",
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},
{
"oid": "3ed5eade846beb1505751a266e738394d4309903",
"body": null,
"is_bot": false,
"headline": "fix: align .oikb.yaml key to kb-id (v0.1.3)",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T18:13:35Z",
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},
{
"oid": "2fd9319ca526b5eaf35a36b2439df82d36498e45",
"body": null,
"is_bot": false,
"headline": "fix: split messaging connectors by day for incremental sync (v0.1.2)",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T09:59:42Z",
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},
{
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"body": null,
"is_bot": false,
"headline": "doc: readme",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T09:50:01Z",
"body_truncated": false,
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},
{
"oid": "24ee149a4ad95b73685e38da36b6c21fb0e2dd2f",
"body": "- 31 total connectors: GitLab, Bitbucket, GDrive, GCS, Azure Blob,\n Dropbox, R2, Confluence, Notion, BookStack, Discourse, GitBook,\n Guru, Slack, Discord, Teams, Gmail, Jira, Linear, Zendesk,\n Freshdesk, Asana, ClickUp, Airtable, Salesforce, HubSpot,\n SharePoint, Web Crawler\n- Renamed --kb to --kb-id for clarity\n- Updated README with 30+ connector showcase\n- Added Open WebUI 0.9.6+ version requirement",
"is_bot": false,
"headline": "feat: add 28 new connectors, rename --kb to --kb-id (v0.1.1)",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T09:42:23Z",
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},
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"body": null,
"is_bot": false,
"headline": "doc: readme",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
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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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"note": null,
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"inputs": {
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"readme_badges": null,
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{
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{
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}
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"points": 0,
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],
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},
{
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}
],
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{
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{
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"max_points": 10
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]
},
{
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"notes": [
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{
"code": "weights_renormalized",
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}
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{
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"code": "decided_prs_merged",
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{
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{
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"status": "partial",
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]
},
{
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"note": null,
"notes": [],
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"components": [
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{
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"points": 0,
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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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"inputs": {
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{
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]
}
],
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{
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"key": "security_posture",
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{
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{
"key": "dangerous_workflow",
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},
{
"key": "dependency_update_tool",
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"status": "missed",
"details": [],
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},
{
"key": "fuzzing",
"name": "Fuzzing",
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"points": 0,
"status": "missed",
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},
{
"key": "license",
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{
"key": "maintained",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
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"status": "met",
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},
{
"key": "pinned_dependencies",
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"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
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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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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "signed_releases",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "token_permissions",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
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"status": "met",
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"max_points": 7.5
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]
},
{
"key": "dependency_advisories",
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"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:oikb@0.4.0 runtime dependency closure — what installing the published package pulls in — 31 packages. Reachability is not analyzed.",
"notes": [
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},
{
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{
"code": "advisories_scope_published",
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},
{
"code": "advisories_reachability",
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],
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"inputs": {
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"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
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"details": [
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],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
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"code": "no_indirect_advisories",
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}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
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"points": 0,
"status": "excluded",
"details": [
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"code": "advisories_no_publication_date",
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],
"max_points": 40
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]
},
{
"key": "malicious_dependencies",
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"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"direct_malicious_packages": 0,
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"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
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"status": "met",
"details": [
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"code": "no_malicious_dependencies",
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}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"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"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 4
},
"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": 30,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.826,
"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": "38 of 46 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 38,
"sampled": 46
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "critical",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 14,
"inputs": {
"has_nix": false,
"has_tests": false,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0.022,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "1 of the last 46 commits agent-authored or agent-credited",
"points": 4.3,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 1,
"sampled": 46
}
}
],
"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": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 40852,
"source_files_sampled": 60,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/60 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 60,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"labels": [
"library",
"network-service",
"cli"
],
"scores": {
"cli": 4,
"library": 6,
"network-service": 4
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
},
{
"tier": "dependencies",
"label": "cli",
"source": "dep:click",
"weight": 4
},
{
"tier": "dependencies",
"label": "network-service",
"source": "dep:fastapi",
"weight": 4
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": true
},
"metrics_version": "2.3.1"
},
"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"
],
"report_type": "repository",
"generated_at": "2026-07-28T09:58:47.478227Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/open-webui/oikb.svg",
"full_name": "open-webui/oikb",
"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 v2.3.1, esquema v0.27.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.