Registro públicoModerado
Informe de salud del softwareesquema 0.25.0 · métricas 1.13.0 · 2026-07-21 22:52 UTC
EpsilabAI / epsilab-python
The official Python library for the Epsilab API
EpsilabAI/epsilab-python tiene un índice de salud de 55 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (75/100) y la más baja, Community & Adoption (32/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.
55
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.
55
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación
Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
Titularidad
EpsilabOrganización
1 seguidor1 repositorio públicodesde jun 2025
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 | Etiquetas |
|---|---|---|---|---|---|---|
| PyPI | epsilab | 0.17.17 | 2706 | 41 | hace 0 días | aievaluationfine-tuningllmmarketplacerl-environmentstraining-data |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
75
Actividad de desarrollo
67Moderado
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 0 días |
| 4.2/36 | Cadencia de commits — 6/52 semanas con commits |
| 16.6/18 | Volumen de commits — 69 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 | 69 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 6 |
Disciplina de publicación
88Excelente
Cómo se puntúa
| 16.2/27 | Publica versiones — 42 etiquetas de versión (sin releases de GitHub) |
| 36/36 | Recencia de las versiones — última versión hace 0 días |
| 27/27 | Cadencia de publicación — una versión cada ~0,4 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 42 |
| latest_release_tag | v0.17.17 |
| releases_from_tags | sí |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0,4 |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
32
Popularidad y adopción
1Crítico
Cómo se puntúa
| 0/60 | Estrellas — 0 estrellas |
| 0/25 | Forks — 1 forks |
| 0/15 | Observadores — 0 observadores |
Datos de entrada utilizados
| forks | 1 |
| stars | 0 |
| watchers | 0 |
| 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 (Apache-2.0) |
| 0/18 | Guía CONTRIBUTING |
| 0/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 0/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Adopción en el ecosistema (descargas)
57Moderado
Cómo se puntúa
| 45.8/80 | Descargas mensuales — 2706 descargas/mes en pypi |
| 0/20 | Dependientes en el registro — no lo informa este ecosistema |
Datos de entrada utilizados
| packages | epsilab |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2706 |
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?
52
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 0.6/22.5 | Distribución de commits — el principal contribuyente firma el 98% de los commits |
| 2.7/13.5 | Amplitud de contribuyentes — 2 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 | 2 |
| top_contributor_share | 0,975 |
Cómo se puntúa
| 0/46.8 | Resolución de issues — sin issues o sin datos |
| 38.2/38.3 | Aceptación de PR — 1/1 PR decididos fusionados |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/29 approved changesets -- score normalized to 0 |
Datos de entrada utilizados
| merged_prs | 1 |
| 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. Los pesos restantes se han renormalizado.
Propiedad y custodia
37En riesgo
Cómo se puntúa
| 30/30 | Respaldo de la propiedad — propiedad de una organización |
| 0/20 | Dominio verificado |
| 2.2/25 | Alcance del propietario — 1 seguidores de EpsilabAI |
| 4.4/25 | Trayectoria — 1 repos públicos, cuenta de ~1 años |
Datos de entrada utilizados
| followers | 1 |
| owner_type | Organization |
| is_verified | — |
| owner_login | EpsilabAI |
| public_repos | 1 |
| account_age_days | 396 |
Mantenimiento de paquetes
100Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en pypi |
| 35/35 | Recencia de publicación — última publicación hace 0 días |
| 20/20 | Historial de versiones — 41 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | epsilab |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
61
Prácticas de ingeniería
48En riesgo
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 — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentación
80Bueno
Cómo se puntúa
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 15/15 | Sitio de documentación / página del proyecto — https://epsilab.com/ |
| 10/10 | Descripción del repositorio |
| 0/10 | Topics |
| 0/10 | Wiki |
Datos de entrada utilizados
| topics | — |
| has_wiki | no |
| homepage | https://epsilab.com/ |
| 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?
50
Postura de seguridad
50Moderado
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 1 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 |
| 0/7.5 | Code-Review — Found 1/29 approved changesets -- score normalized to 0 |
| 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 |
| 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 — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — sin datos |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4,9 |
Excluidos de la puntuación (sin datos o no aplicable): signed_releases. Los pesos restantes se han renormalizado.
Preparación para IA
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.
41
Contexto y guía para agentes
37En 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) |
| 37.1/40 | Historial de commits legible — 55 de 79 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,696 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 0/18 | Arranque con un solo comando |
| 22/22 | Pruebas automatizadas |
| 0/11 | Configuración de lint / formato |
| 11/11 | Verificación estática de tipos — epsilab/py.typed |
| 0/10 | Entorno reproducible |
| 0/10 | Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 79 |
| 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 | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | epsilab/py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Cómo se puntúa
| 27/45 | Código verificable por tipos — Python con configuración de verificación de tipos (epsilab/py.typed) |
| 43.4/55 | Tamaños de archivo manejables — 4/19 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Python |
| largest_source_bytes | 200.365 |
| source_files_sampled | 19 |
| oversized_source_files | 4 |
Interfaces legibles por máquina
40En riesgo
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 0/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — examples |
Datos de entrada utilizados
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Datos clave
0estrellas de GitHub
2contribuidores
69commits en los últimos 12 meses
0días desde el último push
42versiones publicadas
1factor bus
0issues abiertas
PyPIecosistemas de paquetes
Advertencias de recopilación de datos
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:epsilab@0.17.17; advisories assessed against the repository dependency graph instead
Más detalle
OpenSSF Scorecard 4.9 / 10
4.9agregado
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 1 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 |
| 0 | Code-Review | Found 1/29 approved changesets -- score normalized to 0 |
| 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 |
| 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 | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/d | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Dependencias directas 2
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| PyPI | httpx | >=0.27.0 | pyproject.toml |
| PyPI | python-dotenv | >=1.0.1 | 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
Informe JSON sin procesar legible por máquina
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"headline": "release: prepare version 0.17.15",
"author_name": "Matthew Olsen",
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"is_bot": false,
"headline": "fix: make fresh environment deployment reliable",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
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"body": null,
"is_bot": false,
"headline": "feat: complete environment visibility workflow",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-21T17:14:32Z",
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},
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"body": null,
"is_bot": false,
"headline": "feat: support environment resource policies",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-21T14:15:41Z",
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"oid": "a1d20ee915e319a247545ad9de47b370e62639f5",
"body": "- Add `epsilab env test` for local multi-step session testing against\n containerized environments (builds, starts, exercises tools, reports)\n- Add incremental build detection to `epsilab deploy` — hashes build\n context and skips rebuild when unchanged (--force to override)\n- Improve image size warnings (1GB/2GB thresholds with actionable hints)\n- Validate Dockerfile USER directive against actual container user\n- Bump to 0.17.14",
"is_bot": false,
"headline": "feat: env test command, incremental builds, image/user validation",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-21T01:48:28Z",
"body_truncated": false,
"is_coding_agent": false
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"oid": "ff92b94f390bb9356ee3c17d7b394324eb64b1f9",
"body": "After the protocol smoke test, re-resets the environment and probes\neach tool listed in the observation's context.tools. Uses lightweight\nread/list actions to verify that tool dependencies (e.g. Playwright\nfor browser, API clients for plugins) are actually installed and\nfunctional in the container.",
"is_bot": false,
"headline": "feat: add tool smoke test to deploy --test validation",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-21T01:35:27Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "chore: bump version to 0.17.13",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-20T06:44:13Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "feat: add run_id to create_rl_session and get_session_runs method",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-20T06:43:41Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "chore: bump version to 0.17.12",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-20T04:34:50Z",
"body_truncated": false,
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},
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"oid": "6a7c0d82bcfc8441e42d781ac233b8083bf96f28",
"body": "…Listing model\n\nSupport setting per-listing default visibility for new sessions.",
"is_bot": false,
"headline": "feat: add default_result_visibility to update_listing and Environment…",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-20T04:33:56Z",
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},
{
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"body": "- Agent runner with traced long-horizon episodes\n- Horizon preflight for environment deployments\n- Model and usage tracking in session/step APIs\n- Default max_steps raised to 10,000",
"is_bot": false,
"headline": "release: prepare version 0.17.11",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-19T17:37:50Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Merge branch 'pr-2'",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-19T17:16:49Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Merge branch 'pr-1'",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-19T17:16:45Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "940c74714e0be8d38dd664d856440518aa54997f",
"body": "Aligns run_environment_episode, run_batch, and drive_batch defaults\nwith the backend's new uncapped step policy.",
"is_bot": false,
"headline": "feat: raise default max_steps to 10,000 in SDK convenience wrappers",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-19T16:55:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fe61ec9274e7ce61fb884f262baf610e46a1673c",
"body": null,
"is_bot": false,
"headline": "Add traced long-horizon agent runner",
"author_name": "Fengjiao Peng",
"author_login": "GothParrot",
"committed_at": "2026-07-19T16:51:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c72b1b02f55e3baecf0b8f7fff8d1a956b8a8272",
"body": null,
"is_bot": false,
"headline": "Preflight environment horizon compatibility",
"author_name": "Fengjiao Peng",
"author_login": "GothParrot",
"committed_at": "2026-07-19T16:17:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c7b99fc2204ac80a18380cdf42ebd0e2e122db2e",
"body": "Accept optional `model` on create_rl_session for analytics. Accept\noptional `usage` dict (input_tokens, output_tokens, model) on rl_step\nto report per-step token consumption.",
"is_bot": false,
"headline": "feat: add model and usage tracking to session and step APIs",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-19T04:10:13Z",
"body_truncated": false,
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},
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"body": null,
"is_bot": false,
"headline": "fix: align SDK discovery with the public hub",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T18:51:35Z",
"body_truncated": false,
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},
{
"oid": "33ffebaf78c8442ac5931d5e6c84e7e7da6cadd4",
"body": null,
"is_bot": false,
"headline": "feat: run environment batches with customer policies",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T18:40:49Z",
"body_truncated": false,
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},
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"headline": "release: prepare version 0.17.8",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T17:51:38Z",
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"body": null,
"is_bot": false,
"headline": "fix: resolve deployed environment tasks",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T17:46:47Z",
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},
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"body": null,
"is_bot": false,
"headline": "fix: label shared environment access roles",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T17:29:46Z",
"body_truncated": false,
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},
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"body": null,
"is_bot": false,
"headline": "fix: register composed environment tool bindings",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T17:23:44Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "71181b2bca08dbc135a1686f325529dd0bdc949e",
"body": "- Add application_tools parameter to create_environment_release so\n tool bindings are created when deploying environments with plugins.\n- Add _resolve_tool_bindings helper to CLI deploy to auto-resolve\n plugin slugs to tool release IDs during deployment.\n- Add 'epsilab env shared' command to list shared environments.\n- Add 'epsilab env revoke' command to revoke shared access.\n- Update grant command output to use shared access terminology.",
"is_bot": false,
"headline": "feat: tool bindings, shared access CLI, and deploy improvements",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T16:50:11Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "bf3ad41406a1aaf455369c6123ad92929c20e627",
"body": "client.create_listing and update_listing now accept domain and tags.\nepsilab deploy reads domain/tags from project.json and propagates them\nto the listing on creation or update.",
"is_bot": false,
"headline": "feat: pass domain and tags through listing and deploy workflows",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T14:30:41Z",
"body_truncated": false,
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},
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"oid": "a6b1ad2d97ae44550b3b8ef37d6eb809af31277f",
"body": null,
"is_bot": false,
"headline": "fix: include composed environment build contexts",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T09:34:43Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "dc42490f8760cc5f1f609b6c0ac1f3f2fed8d633",
"body": null,
"is_bot": false,
"headline": "fix: fail one-shot runs on terminal errors",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T09:19:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4c1bb76039271aaad40d1b3551b8439bbcfd4afe",
"body": null,
"is_bot": false,
"headline": "fix: send idempotency key on listing updates",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T09:12:23Z",
"body_truncated": false,
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},
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"oid": "e6beab041c1e5e5c234d642ffcfc9322cebb8e3d",
"body": null,
"is_bot": false,
"headline": "fix: reject invalid example rewards",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T08:49:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0401925d33d2e19ca89d15ce675658406dc5cb1e",
"body": null,
"is_bot": false,
"headline": "fix: align deploy help with current behavior",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T08:39:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b35a04486d7c8e8f26ca607acfa45d262ed00f93",
"body": null,
"is_bot": false,
"headline": "fix: discover environment tasks by capability",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T08:03:57Z",
"body_truncated": false,
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},
{
"oid": "56d609998a1682b64c2419b303436acf4884ff76",
"body": null,
"is_bot": false,
"headline": "fix: support environment-defined CLI actions",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T07:45:56Z",
"body_truncated": false,
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},
{
"oid": "0423fa6b6ff6f7245e4bf6df2a517103e6ee75ea",
"body": null,
"is_bot": false,
"headline": "feat: streamline environment author and run workflows",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T07:38:49Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "984a7998d2ca505c641979f846cf05ad211d5f14",
"body": "- Extract registry digest from OCI ref instead of using content digest\n- Handle 409 conflicts gracefully for task packs, verifiers, releases\n- Pass required allowed_split and export_policy for deployments\n- Use versioned deployment aliases to avoid conflicts on redeploy",
"is_bot": false,
"headline": "Fix deploy CLI: 409 handling, digest extraction, deployment fields",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T01:59:10Z",
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},
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"oid": "b7104edbb15173c071b1f7e1295795fd953c9a61",
"body": "Add readme, creator_display_name, and creator_verification_status to\nEnvironmentListing. Add the same plus star_count and used_by_environments\nto ApplicationTool. Update create/update client methods to accept readme.",
"is_bot": false,
"headline": "Add readme and creator fields to listing and tool models",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T00:00:31Z",
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"body": "- SDK client now auto-resolves API key from ~/.epsilab/credentials.json\n (set by `epsilab login`) when no explicit key or env var is provided\n- Add wait_for_session() method to poll until provisioning completes\n- Fix environment_step() to pass session_token and idempotency headers\n- Update all exam\n[…]\n login` instead of manual env vars\n- Fix task ID format in examples to match actual catalog convention\n- Add multi-environment support with argparse across all example scripts\n- Bump version to 0.16.0",
"is_bot": false,
"headline": "Auto-load credentials from epsilab login, fix session lifecycle",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-17T18:50:07Z",
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"oid": "711c3a9286534e90d00fd82698cbc2b05957a7c8",
"body": "- Update dashboard and docs URLs to app.epsilab.com\n- Improve run_environment and grpo_training examples",
"is_bot": false,
"headline": "Update app URLs and improve example scripts",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-17T16:23:24Z",
"body_truncated": false,
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},
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"oid": "fc0cf238804bca44ec2a985a66984545f334f289",
"body": "- Add domain, tags, star count, and usage stats to EnvironmentListing\n- Remove third-party company references from README and comments\n- Bump version to 0.15.2",
"is_bot": false,
"headline": "Update listing model with catalog fields, clean up docs",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-17T14:14:38Z",
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},
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"oid": "191208834f098e0375d27ab5867c5d657eba6f09",
"body": "- Add examples: run_environment.py, grpo_training.py, batch_evaluation.py\n- Deprecate eval, voice, matrix, and routing SDK methods with warnings\n- Update tests for tasks.json scaffold and relaxed verify checks\n- Bump to v0.15.1",
"is_bot": false,
"headline": "Add post-training examples and deprecate legacy eval endpoints",
"author_name": "Matthew Olsen",
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"committed_at": "2026-07-16T22:26:41Z",
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"body": "Move API reference tables and evaluation/voice/matrix docs into\ndocs/ to keep the README focused on getting started.",
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"headline": "Restructure docs: focused README, split API reference and evaluations",
"author_name": "Matthew Olsen",
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"committed_at": "2026-07-16T21:59:31Z",
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"is_coding_agent": false
},
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"oid": "0edfb64c1eb2c869fe6c154acf4321d27f01c0f1",
"body": "- Replace client-side registry push with server-side image upload\n via new upload_image() API method\n- Add _friendly_error() wrapper for user-facing error messages\n- Redact session tokens in CLI output and --json\n- Fix --session-token hint in session create output\n- Simplify namespace/create next-s\n[…]\nto point to deploy\n- Make verify work without manifest (deploy flow doesn't use one)\n- Add env/tool compatibility docs to README\n- Scaffold tasks.json in env init instead of manifest\n- Bump to v0.15.0",
"is_bot": false,
"headline": "Server-side image upload, improved error handling, and docs",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T21:21:43Z",
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"oid": "3de9ae183372e28389c7a424faf6a47f7b06dde3",
"body": "- Global --verbose / -v flag enables debug logging (HTTP requests,\n timing, retry info, connection details)\n- Client logs request method/path and response status/latency\n- rl sessions: proper table with ID, task, status, steps, reward,\n created columns plus summary stats (completed/active/avg rewa\n[…]\nds, latency, terminal\n flags, and observation previews\n- env session create/step/show: enriched output with timing, metadata,\n and next-command hints\n- deploy: total elapsed time shown on completion",
"is_bot": false,
"headline": "Add verbose logging, request tracing, and richer session output",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T21:00:05Z",
"body_truncated": true,
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},
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"body": "- Add get_platform_config() client method (GET /v1/platform/config)\n- Deploy command now fetches registry URL from API, no user input needed\n- Fix namespace 409 recovery to also check application tools\n- Improve namespace resolution to include tools in discovery\n- Bump version to 0.14.0",
"is_bot": false,
"headline": "Auto-detect container registry from platform API",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T18:54:57Z",
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"headline": "Bump to v0.13.1 for PyPI release",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T18:16:50Z",
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"is_coding_agent": false
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"oid": "db05975e78eec626398fcbc77011bed546df3689",
"body": "- Single command deploys environments or application tools\n- Auto-detects project type from directory contents:\n - Dockerfile + tasks.json = environment\n - plugin.py + api.py + state.py = application tool\n- Auto-resolves namespace (selects existing or creates new)\n- Saves .epsilab/project.json for\n[…]\ntry, creates tasks,\n registers task pack + verifier + release\n- Tools: builds wheel, registers tool release with plugin metadata\n- Clear error messages for empty dirs, partial projects, missing files",
"is_bot": false,
"headline": "Add Vercel-style `epsilab deploy` command",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T18:07:01Z",
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"body": null,
"is_bot": false,
"headline": "Bump pyproject.toml version to 0.12.0 for PyPI release",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T16:26:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eeab944dc0b23b8cf23d496e1be6582818aae835",
"body": "Align SDK with the hub-first platform model:\n- Listings default to public visibility and approved moderation\n- Releases default to qualified status (no quarantine)\n- Add shared visibility for team/collaboration access\n- Add ApplicationTool and ApplicationToolRelease models and client methods\n- Expan\n[…]\n_cleared, license_version_id)\n- Fix all API paths to use /v1/ prefix consistently\n- Remove quarantine/moderation-team messaging from CLI\n- Clean up f-string lints and unused variable warnings in tests",
"is_bot": false,
"headline": "Hub model: public-by-default, Application Tools, session schema updates",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T16:24:05Z",
"body_truncated": true,
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{
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{
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{
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{
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{
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{
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{
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},
{
"key": "high_risk_jurisdiction_exposure",
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"notes": [
{
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},
"components": [
{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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],
"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": [
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index pypi:epsilab@0.17.17; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-21T22:52:41.012834Z",
"schema_version": "0.25.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/EpsilabAI/epsilab-python.svg",
"full_name": "EpsilabAI/epsilab-python",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v0.25.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.