Registro públicoCrítico
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-26 04:07 UTC
dataflow-operator / dataflow
DataFlow Operator is a Kubernetes operator for streaming data between different data sources with support for message transformations.
dataflow-operator/dataflow tiene un índice de salud de 22 sobre 100, lo que lo sitúa en la banda Crítico. Su puntuación más alta es Vitality (86/100) y la más baja, Community & Adoption (14/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.
22
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.
22
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.
La Política de Jurisdicciones de Alto Riesgo aplica un multiplicador del 50% a la salud global ponderada y le da un límite «En riesgo» de 49.
Titularidad
DataFlowOrganización
2 seguidores8 repositorios públicosdesde ene 2026
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 |
|---|---|---|---|---|---|
| Go | github.com/dataflow-operator/dataflow | v1.11.0 | - | 59 | hace 0 días |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
86
Actividad de desarrollo
76Bueno
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 0 días |
| 11.8/36 | Cadencia de commits — 17/52 semanas con commits |
| 18/18 | Volumen de commits — 215 commits en el último año |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Datos de entrada utilizados
| commits_last_year | 215 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 17 |
Disciplina de publicación
100Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 60 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 0 días |
| 27/27 | Cadencia de publicación — una versión cada ~4,6 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 60 |
| latest_release_tag | v1.11.0 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 4,6 |
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?
14
Popularidad y adopción
5Crítico
Cómo se puntúa
| 4.9/60 | Estrellas — 3 estrellas |
| 0/25 | Forks — 0 forks |
| 0/15 | Observadores — 0 observadores |
Datos de entrada utilizados
| forks | 0 |
| stars | 3 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
25Crítico
Cómo se puntúa
| 22.5/22.5 | README |
| 0/22.5 | Licencia — no se detectó ningún archivo de licencia |
| 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 | no |
| 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?
38
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 6.2/22.5 | Distribución de commits — el principal contribuyente firma el 72% de los commits |
| 2.7/13.5 | Amplitud de contribuyentes — 2 contribuyentes |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0,724 |
Cómo se puntúa
| 0/46.8 | Resolución de issues — sin issues o sin datos |
| 0/38.3 | Aceptación de PR — sin PR decididos o sin datos |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Datos de entrada utilizados
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues, Aceptación de PR. Los pesos restantes se han renormalizado.
Propiedad y custodia
41En riesgo
Cómo se puntúa
| 30/30 | Respaldo de la propiedad — propiedad de una organización |
| 0/20 | Dominio verificado |
| 3.4/25 | Alcance del propietario — 2 seguidores de dataflow-operator |
| 8/25 | Trayectoria — 8 repos públicos, cuenta de ~0 años |
Datos de entrada utilizados
| followers | 2 |
| owner_type | Organization |
| is_verified | — |
| owner_login | dataflow-operator |
| public_repos | 8 |
| account_age_days | 192 |
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 0 días |
| 20/20 | Historial de versiones — 59 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | github.com/dataflow-operator/dataflow |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 0 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
62
Prácticas de ingeniería
60Moderado
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 1 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 0/16 | Configuración de linter |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — sin datos |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: CI-Tests. Los pesos restantes se han renormalizado.
Documentación
65Moderado
Cómo se puntúa
| 30/30 | README |
| 0/25 | Directorio de documentación |
| 15/15 | Sitio de documentación / página del proyecto — https://dataflow-operator.github.io/docs/ |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 9 topics |
| 0/10 | Wiki |
Datos de entrada utilizados
| topics | data-processing, data-streaming, dataflow, etl, kafka, trino, clickhouse, nessie, postgresql |
| has_wiki | no |
| homepage | https://dataflow-operator.github.io/docs/ |
| 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?
15
Postura de seguridad
15Crítico
Alerta de riesgo jurisdiccional
Exposición a una jurisdicción de alto riesgo detectada
1 perfiles de contribuidores principalesRussiaSeguridad y calificación global: límite En riesgo
Se basa en ubicaciones públicas declaradas por los propios perfiles. Esta señal de gobernanza no determina nacionalidad, ciudadanía, intención, sanciones ni la fiabilidad de una persona.
Cómo se evalúa la exposición jurisdiccionalCómo se puntúa
| 4.5/7.5 | Binary-Artifacts — binaries present in source code |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — sin datos |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 0/2.5 | Licencia — license file not detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 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 — 42 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3 |
| high_risk_jurisdiction_cap | 49 |
| high_risk_jurisdiction_multiplier | 50 |
| security_posture_after_multiplier | 15 |
| security_posture_before_jurisdiction | 30 |
Excluidos de la puntuación (sin datos o no aplicable): ci_tests, signed_releases. Los pesos restantes se han renormalizado. La Política de Jurisdicciones de Alto Riesgo aplica un multiplicador del 50% y da a la postura de seguridad un límite «En riesgo» de 49.
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.
57
Contexto y guía para agentes
40En riesgo
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 39.5/40 | Historial de commits legible — 74 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,74 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 18/18 | Arranque con un solo comando — Taskfile.yml |
| 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 |
| 0/10 | Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100 |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | go.sum |
| has_dockerfile | sí |
| typed_language | sí |
| bootstrap_files | Taskfile.yml |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| 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) |
| 54.5/55 | Tamaños de archivo manejables — 2/229 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Go |
| largest_source_bytes | 73.489 |
| source_files_sampled | 229 |
| oversized_source_files | 2 |
Interfaces legibles por máquina
40En riesgo
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 0/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — samples |
Datos de entrada utilizados
| example_dirs | samples |
| has_mcp_signal | no |
| api_schema_files | — |
Datos clave
3estrellas de GitHub
2contribuidores
215commits en los últimos 12 meses
0días desde el último push
60versiones publicadas
1factor bus
0issues abiertas
Goecosistemas 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
OpenSSF Scorecard 3.0 / 10
3.0agregado
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).
| 6 | Binary-Artifacts | binaries present in source code |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/d | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 0 | License | license file not detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 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 | 42 existing vulnerabilities detected |
Dependencias directas 28
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| Go | github.com/ClickHouse/clickhouse-go/v2 | v2.43.0 | go.mod |
| Go | github.com/IBM/sarama | v1.46.3 | go.mod |
| Go | github.com/apache/arrow-go/v18 | v18.4.1 | go.mod |
| Go | github.com/apache/iceberg-go | v0.4.0 | go.mod |
| Go | github.com/docker/go-connections | v0.6.0 | go.mod |
| Go | github.com/getsentry/sentry-go | v0.30.0 | go.mod |
| Go | github.com/go-logr/logr | v1.4.3 | go.mod |
| Go | github.com/go-logr/zapr | v1.3.0 | go.mod |
| Go | github.com/hamba/avro/v2 | v2.30.0 | go.mod |
| Go | github.com/jackc/pglogrepl | v0.0.0-20251213150135-2e8d0df862c1 | go.mod |
| Go | github.com/jackc/pgx/v5 | v5.8.0 | go.mod |
| Go | github.com/prometheus/client_golang | v1.23.2 | go.mod |
| Go | github.com/prometheus/client_model | v0.6.2 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | github.com/testcontainers/testcontainers-go | v0.40.0 | go.mod |
| Go | github.com/testcontainers/testcontainers-go/modules/clickhouse | v0.40.0 | go.mod |
| Go | github.com/testcontainers/testcontainers-go/modules/kafka | v0.40.0 | go.mod |
| Go | github.com/testcontainers/testcontainers-go/modules/postgres | v0.40.0 | go.mod |
| Go | github.com/tidwall/gjson | v1.18.0 | go.mod |
| Go | github.com/tidwall/sjson | v1.2.5 | go.mod |
| Go | github.com/xdg-go/scram | v1.2.0 | go.mod |
| Go | go.uber.org/zap | v1.27.1 | go.mod |
| Go | golang.org/x/oauth2 | v0.31.0 | go.mod |
| Go | k8s.io/api | v0.35.0 | go.mod |
| Go | k8s.io/apimachinery | v0.35.0 | go.mod |
| Go | k8s.io/client-go | v0.35.0 | go.mod |
| Go | k8s.io/utils | v0.0.0-20251002143259-bc988d571ff4 | go.mod |
| Go | sigs.k8s.io/controller-runtime | v0.22.4 | go.mod |
Todas las dependencias no recopilado
No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Informe JSON sin procesar legible por máquina
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{
"oid": "95be60960955a73b1c7819c0ded84206def14e85",
"body": "## 1.11.0 (2026-07-26)\n\n## Commits\n\n- 22498eb feat: enhance KafkaSinkSpec with producer tuning options",
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"headline": "chore(release): 1.11.0 [skip ci]",
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"body": "- Added new fields to KafkaSinkSpec for producer configuration: RequiredAcks, Compression, Idempotent, MaxOpenRequests, Async, FlushMessages, FlushBytes, and FlushFrequency.\n- Implemented validation logic for the new producer tuning options in validateKafkaProducerTuning function.\n- Updated applyKaf\n[…]\ncerConfig to map KafkaSinkSpec settings to Sarama producer configuration.\n- Added unit tests to validate the new producer tuning functionality and ensure correct behavior under various configurations.",
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"headline": "feat: enhance KafkaSinkSpec with producer tuning options",
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"body": "## 1.10.0 (2026-07-25)\n\n## Commits\n\n- 6981e3f feat: add support for collapsing sink batches based on message acknowledgment",
"is_bot": false,
"headline": "chore(release): 1.10.0 [skip ci]",
"author_name": "semantic-release-bot",
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"oid": "6981e3fe28f01e658dd61fc38d0555f27bb2f515",
"body": "…ledgment\n\n- Introduced CollapseBatchOnMessageAck field in DataFlowSpec to control whether message acknowledgment forces MaxBatchSize=1.\n- Implemented logic in the processor and connectors to respect the new collapsing behavior.\n- Added unit tests to validate the new collapsing functionality for various scenarios.\n- Updated CRDs and documentation to reflect the new CollapseBatchOnMessageAck configuration.",
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"headline": "feat: add support for collapsing sink batches based on message acknow…",
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"body": "## 1.9.0 (2026-07-25)\n\n## Commits\n\n- 8ce4ee5 feat: add \"when\" predicate support to transformations\n- 82f8008 feat: add TransformWorkers configuration and validation",
"is_bot": false,
"headline": "chore(release): 1.9.0 [skip ci]",
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"author_login": "semantic-release-bot",
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{
"oid": "82f80081bf780f4efe52a23250dd40ed4af4289f",
"body": "- Introduced TransformWorkers field in DataFlowSpec to specify the number of parallel goroutines for transformations.\n- Implemented validation logic to ensure TransformWorkers is between 1 and 64.\n- Added unit tests for TransformWorkers validation scenarios.\n- Updated CRDs and documentation to reflect the new TransformWorkers configuration.\n- Enhanced DeepCopy functionality to support TransformWorkers field.",
"is_bot": false,
"headline": "feat: add TransformWorkers configuration and validation",
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{
"oid": "8ce4ee5c44b25d52b55f52130a638b489c9499a3",
"body": "- Introduced an optional \"when\" predicate in TransformationSpec to conditionally skip transformations based on specified criteria.\n- Updated evaluation logic to support metadata and payload conditions in filter, router, and transformation contexts.\n- Enhanced unit tests to validate the new \"when\" functionality across various transformation types.\n- Updated CRDs to document the new \"when\" predicate feature for transformations.",
"is_bot": false,
"headline": "feat: add \"when\" predicate support to transformations",
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"committed_at": "2026-07-25T09:13:04Z",
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"oid": "20ff03c66535af66e9376896c5e7abbe7137f27d",
"body": "## 1.8.0 (2026-07-20)\n\n## Commits\n\n- bc0da6b feat: add InsertField transformation support",
"is_bot": false,
"headline": "chore(release): 1.8.0 [skip ci]",
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"author_login": "semantic-release-bot",
"committed_at": "2026-07-20T05:56:21Z",
"body_truncated": false,
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{
"oid": "bc0da6bb6b9bd43fb2793fecd998b853f65d3047",
"body": "- Introduced InsertFieldTransformation to insert or overwrite JSON fields with literals and metadata placeholders.\n- Updated TransformationSpec to include \"insertField\" as a valid transformation type.\n- Implemented validation logic for InsertField transformation configuration, ensuring required fiel\n[…]\n JSON formats.\n- Added unit tests for InsertField transformation creation, validation, and error handling scenarios.\n- Updated CRDs to reflect the new InsertField transformation type in documentation.",
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"headline": "feat: add InsertField transformation support",
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"body": "## 1.7.0 (2026-07-19)\n\n## Commits\n\n- 935ad83 feat: enhance DeepCopy functionality for DebeziumUnwrapTransformation",
"is_bot": false,
"headline": "chore(release): 1.7.0 [skip ci]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-07-19T08:33:15Z",
"body_truncated": false,
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{
"oid": "935ad835baba68f2da5c7baac49e385256ad09f8",
"body": "- Added DeepCopyInto method to handle copying of AddSourceFields, ensuring proper duplication of slice data.\n- Updated DeepCopy method to maintain consistency in data handling for DebeziumUnwrapTransformation.",
"is_bot": false,
"headline": "feat: enhance DeepCopy functionality for DebeziumUnwrapTransformation",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T08:32:47Z",
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"oid": "740680fa17eb350477c9e7eeb98853eb4025e66d",
"body": "## 1.6.0 (2026-07-19)\n\n## Commits\n\n- 69da110 feat: add ExtractField and HoistField transformation support\n- 4a493a5 feat: add Cast transformation support\n- a930e26 feat: add Timezone transformation support\n- ce30c31 feat: enhance release notes generation with repository URL normalization\n- b651b6a feat: enhance DebeziumUnwrap transformation with operation and source field options",
"is_bot": false,
"headline": "chore(release): 1.6.0 [skip ci]",
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"author_login": "semantic-release-bot",
"committed_at": "2026-07-19T08:29:17Z",
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{
"oid": "b651b6a27f45227744c78abf350a8ff0542593c1",
"body": "… field options\n\n- Added AddOperationFields to include Debezium operation markers in the output.\n- Introduced AddSourceFields to copy specified source keys into the output payload.\n- Implemented validation for AddSourceFields to ensure no empty entries are allowed.\n- Updated unit tests to cover new functionality for operation and source field handling in DebeziumUnwrapTransformer.\n- Enhanced existing tests to validate the integration of new features with existing transformation logic.",
"is_bot": false,
"headline": "feat: enhance DebeziumUnwrap transformation with operation and source…",
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"author_login": "ilyario",
"committed_at": "2026-07-19T08:19:41Z",
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{
"oid": "ce30c31e1ea45119b594cd3ae39bd134c45e7a4d",
"body": "- Added functions to normalize repository URLs for better formatting in release notes.\n- Implemented a release header format that includes version, date, and repository links.\n- Updated the notes generation logic to include the new header when there are no user-facing commits.\n- Refactored existing code to improve clarity and maintainability.",
"is_bot": false,
"headline": "feat: enhance release notes generation with repository URL normalization",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T08:14:54Z",
"body_truncated": false,
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{
"oid": "a930e2695c25e24c3753e50757552173df802893",
"body": "- Introduced TimezoneTransformation to convert temporal fields to a specified timezone.\n- Updated TransformationSpec to include \"timezone\" as a valid transformation type.\n- Implemented validation logic for Timezone transformation configuration, ensuring required fields and valid timezone formats.\n- Added unit tests for Timezone transformation creation, validation, and error handling scenarios.\n- Updated CRDs to reflect the new Timezone transformation type in documentation.",
"is_bot": false,
"headline": "feat: add Timezone transformation support",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T08:13:57Z",
"body_truncated": false,
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{
"oid": "4a493a50194d85475220111e41b59c16602d7699",
"body": "- Introduced CastTransformation to convert field values to target types using JSONPath.\n- Updated TransformationSpec to include \"cast\" as a valid transformation type.\n- Implemented validation logic for Cast transformation configuration, ensuring required fields and valid types.\n- Added unit tests for Cast transformation creation, validation, and error handling scenarios.\n- Updated CRDs to reflect the new Cast transformation type in documentation.",
"is_bot": false,
"headline": "feat: add Cast transformation support",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T08:03:05Z",
"body_truncated": false,
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{
"oid": "69da1108c3062212ab2d3a63a6b9a9b8113ea172",
"body": "- Introduced ExtractFieldTransformation and HoistFieldTransformation to allow extraction of specific fields and wrapping payloads under a single key, respectively.\n- Updated TransformationSpec to include these new transformation types.\n- Implemented validation logic for both transformations, ensurin\n[…]\nlidation of ExtractField and HoistField transformations.\n- Enhanced existing tests to cover new transformation functionalities.\n- Updated CRDs to reflect the new transformation types in documentation.",
"is_bot": false,
"headline": "feat: add ExtractField and HoistField transformation support",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T07:56:05Z",
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{
"oid": "aa502f443f0b5d192d2e3973fc1f454566511590",
"body": "## Commits\n\n- 899e6b4 feat: add ReplaceField transformation support\n- c0d4126 feat: add HeadersToPayload transformation support\n- 1cbf85b feat: enhance Filter and Router transformations with comparison predicates\n- 78455ef feat: add StructFlatten transformation support\n- 149315d feat: add DeepCopy methods for StructFlattenTransformation",
"is_bot": false,
"headline": "chore(release): 1.5.0 [skip ci]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-07-19T07:47:18Z",
"body_truncated": false,
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{
"oid": "149315d3ba31963b36844cdf5bdf6e27dddb6416",
"body": "- Implemented DeepCopy and DeepCopyInto methods for StructFlattenTransformation to facilitate proper copying of instances.\n- Updated unit tests to ensure correct functionality of the new deepcopy methods.",
"is_bot": false,
"headline": "feat: add DeepCopy methods for StructFlattenTransformation",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T07:46:49Z",
"body_truncated": false,
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{
"oid": "78455ef3c0c05fcdae7b79845a8633129e4ae1e1",
"body": "- Introduced StructFlattenTransformation to flatten nested JSON objects into a single-level map while preserving arrays as values.\n- Updated TransformationSpec to include StructFlatten as a valid transformation type.\n- Implemented validation logic for StructFlatten transformation configuration, ensu\n[…]\neation, validation, and transformation logic.\n- Enhanced existing tests to cover new transformation functionality.\n- Updated CRDs to reflect the new StructFlatten transformation type in documentation.",
"is_bot": false,
"headline": "feat: add StructFlatten transformation support",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T07:46:37Z",
"body_truncated": true,
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{
"oid": "1cbf85ba6345106c29a86733237db493ae4b617d",
"body": "…cates\n\n- Updated FilterTransformation and RouterTransformation to support comparison predicates: equality (\"==\") and inequality (\"!=\").\n- Enhanced documentation for condition syntax in both transformations to clarify usage.\n- Added comprehensive unit tests for various comparison scenarios in FilterTransformer.\n- Refactored Transform methods to streamline condition evaluation and improve readability.\n- Updated integration tests to validate new comparison functionality in FilterTransformer.",
"is_bot": false,
"headline": "feat: enhance Filter and Router transformations with comparison predi…",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T07:40:00Z",
"body_truncated": false,
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{
"oid": "c0d41268b72370031e2615520d32c27bfad0d24c",
"body": "- Introduced HeadersToPayloadTransformation to copy Kafka/message headers into the JSON payload.\n- Updated TransformationSpec to include HeadersToPayload as a valid transformation type.\n- Implemented validation logic for HeadersToPayload transformation configuration, ensuring required fields and cor\n[…]\nrmation creation and validation scenarios.\n- Enhanced existing tests to cover new transformation functionality.\n- Updated CRDs to reflect the new HeadersToPayload transformation type in documentation.",
"is_bot": false,
"headline": "feat: add HeadersToPayload transformation support",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T07:36:51Z",
"body_truncated": true,
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{
"oid": "899e6b4f1814fd91d07a673514a0167ecd206079",
"body": "- Introduced ReplaceFieldTransformation to rename fields and filter by include/exclude criteria.\n- Updated TransformationSpec to include ReplaceField as a valid transformation type.\n- Implemented validation logic for ReplaceField transformation configuration, ensuring required fields and mutually ex\n[…]\nnsformation creation and validation scenarios.\n- Enhanced existing tests to cover new transformation functionality.\n- Updated CRDs to reflect the new ReplaceField transformation type in documentation.",
"is_bot": false,
"headline": "feat: add ReplaceField transformation support",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-07-19T07:32:58Z",
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{
"oid": "63bc72792259d47db466fee3f978f2ad7eb68e75",
"body": "## Commits\n\n- ecf1564 feat: add maintenance window support to DataFlow",
"is_bot": false,
"headline": "chore(release): 1.4.0 [skip ci]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-06-23T10:45:55Z",
"body_truncated": false,
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{
"oid": "ecf1564d30021d987a441da0582d387a87c87b51",
"body": "- Introduced MaintenanceSpec to define optional maintenance windows, including start time, duration, recurrence, timezone, and manual suspension.\n- Implemented validation for MaintenanceSpec to ensure correct configuration.\n- Enhanced DataFlowSpec and DataFlowStatus to include maintenance-related fi\n[…]\nuring maintenance windows and when manually suspended.\n- Created tests for maintenance validation and processor pause behavior.\n- Updated CRDs to reflect new maintenance fields and their descriptions.",
"is_bot": false,
"headline": "feat: add maintenance window support to DataFlow",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-06-23T10:45:23Z",
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{
"oid": "afabc696043eac1beab5b31b102ad3db1bacb9a7",
"body": "## Commits\n\n- fce8f4b Fix: refactor DataFlowCron reconciler for improved job handling and status updates",
"is_bot": false,
"headline": "chore(release): 1.3.1 [skip ci]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-06-14T12:49:06Z",
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{
"oid": "fce8f4be154dfb396acb0972ad88a9d7863a7e05",
"body": "…tatus updates\n\n- Updated the `consumeCheckpointResetFlags` method to utilize a retry mechanism for patching DataFlowCron objects.\n- Enhanced the `reconcileTriggeredJobs` method to better manage job statuses and handle failures with retries.\n- Introduced new helper functions for job status evaluatio\n[…]\ne run IDs.\n- Added tests to validate the behavior of the reconciler with multiple succeeded jobs and recovery from stuck running triggers.\n- Cleaned up code for better readability and maintainability.",
"is_bot": false,
"headline": "Fix: refactor DataFlowCron reconciler for improved job handling and s…",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-06-14T12:48:42Z",
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{
"oid": "31794e63d2704a41cd16f95b1c6e42b47f478fcf",
"body": "## Commits\n\n- 4575757 feat: enhance Docker build process with caching and multi-architecture support",
"is_bot": false,
"headline": "chore(release): 1.3.0 [skip ci]",
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"oid": "457575762b1c4bcbea7192183f9e8b402d53105a",
"body": "…e support\n\n- Added local BuildKit cache configuration to improve build performance.\n- Introduced new Docker tasks for building and pushing images with registry caching.\n- Updated GitHub Actions workflow to support multi-architecture builds for amd64 and arm64 platforms.\n- Cleaned up Dockerfile by removing unnecessary package installation.",
"is_bot": false,
"headline": "feat: enhance Docker build process with caching and multi-architectur…",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-06-14T12:26:43Z",
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{
"oid": "5c0bb8e6be8d88469c5a4b9a65b3ab15b258fa2d",
"body": "## Commits\n\n- 6f85f38 feat: enhance PostgreSQL CDC source with error handling\n- 016ff6e feat: implement checkpoint reset handling in DataFlow reconciler\n- 023d6ea feat: enhance PostgreSQL CDC checkpoint handling with new tests\n- 49a6bb4 feat: enhance checkpoint reporting across connectors\n- 311383c feat: implement checkpoint reset handling in DataFlowCron",
"is_bot": false,
"headline": "chore(release): 1.2.0 [skip ci]",
"author_name": "semantic-release-bot",
"author_login": "semantic-release-bot",
"committed_at": "2026-06-14T12:02:16Z",
"body_truncated": false,
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{
"oid": "311383c5811495769dea36439b6ffe0f02a122b1",
"body": "- Enhanced DataFlowCron reconciler to manage checkpoint reset flags after processor job completion.\n- Introduced functions to apply and clear checkpoint reset markers in DataFlow and DataFlowCron specifications.\n- Added tests to verify checkpoint reset logic and ensure proper handling of reset flags in integration scenarios.\n- Updated ConfigMap management to track when checkpoint resets are applied.",
"is_bot": false,
"headline": "feat: implement checkpoint reset handling in DataFlowCron",
"author_name": "Ilya Ponomarev",
"author_login": "ilyario",
"committed_at": "2026-06-14T12:01:40Z",
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{
"oid": "49a6bb4a6ffbdb656721c6543832b2c62e3839ee",
"body": "- Added checkpointSaveReporter to various connector types for improved error handling during checkpoint operations.\n- Updated methods in progressRecorder, CompositeCheckpointHolder, postgresCDCCheckpointHolder, and source connectors to report errors when saving checkpoints.\n- Integrated checkpoint reporting in the processor initialization to ensure proper error tracking.",
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{
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{
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{
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{
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"status": "partial",
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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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{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "42 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "moderate",
"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": 50,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": true,
"exposures": [
{
"role": "top_contributor",
"count": 1,
"country": "Russia"
}
],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "Russia: top_contributor (1)",
"points": 50,
"status": "partial",
"details": [
{
"code": "jurisdiction_exposure",
"params": {
"role": "top_contributor",
"count": 1,
"country": "Russia"
}
}
],
"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": 57,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.74,
"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": "74 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 39.5,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 74,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 61,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Taskfile.yml"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
"go.mod"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Taskfile.yml",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Taskfile.yml"
}
}
],
"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": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 73489,
"source_files_sampled": 229,
"oversized_source_files": 2
},
"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": "2/229 source files over 60KB",
"points": 54.5,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 229,
"oversized": 2
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"samples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "samples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-26T04:07:24.123883Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dataflow-operator/dataflow.svg",
"full_name": "dataflow-operator/dataflow",
"license_state": "absent",
"license_spdx": null
}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.