Registro público
Informe de salud del softwareesquema 0.12.0 · métricas 1.13.0 · 2026-07-18 01:34 UTC

UKGovernmentBEIS / inspect_ai

Inspect: A framework for large language model evaluations

PythonMIT★ 2368 estrellas⑂ 609 forksdesde nov 2023Ver en GitHub ↗

UKGovernmentBEIS/inspect_ai tiene un índice de salud de 83 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (95/100) y la más baja, Security (60/100). Se actualizó por última vez hoy. 2 personas concentran la mayor parte del trabajo reciente.

83
global / 100
Bueno

Índice 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.

83
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)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

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

240 seguidores114 repositorios públicosdesde may 2016

Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
PyPIinspect_ai0.3.24810.516.017248hace 0 días

Métricas por categoría

Vitalidad

¿Está vivo el proyecto: se escribe código y se publican versiones?

95Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
36/36Cadencia de commits — 52/52 semanas con commits
18/18Volumen de commits — 3670 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year3670
human_commit_share
days_since_last_push0
active_weeks_last_year52
Cómo se puntúa
16.2/27Publica versiones — 99 etiquetas de versión (sin releases de GitHub)
36/36Recencia de las versiones — última versión hace 0 días
27/27Cadencia de publicación — una versión cada ~4,3 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count99
latest_release_tag0.3.248
releases_from_tags
days_since_latest_release0
mean_days_between_releases4,3
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?

86Excelente · 18% del índice global
Cómo se puntúa
54.7/60Estrellas — 2368 estrellas
23.2/25Forks — 609 forks
6.7/15Observadores — 17 observadores
Datos de entrada utilizados
forks609
stars2368
watchers17
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conductno
has_pull_request_template
Cómo se puntúa
80/80Descargas mensuales — 10.516.017 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesinspect_ai
dependents
ecosystemspypi
total_downloads
monthly_downloads10.516.017
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?

78Bueno · 24% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
13.1/22.5Distribución de commits — el principal contribuyente firma el 42% de los commits
13.5/13.5Amplitud de contribuyentes — 100 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 17 contributing companies or organizations
Datos de entrada utilizados
bus_factor2
contributors_sampled100
top_contributor_share0,416
Cómo se puntúa
39/46.8Resolución de issues — 84% de issues cerradas
34.2/38.3Aceptación de PR — 3184/3558 PR decididos fusionados
12/15OpenSSF Scorecard: Code-Review — Found 10/12 approved changesets -- score normalized to 8
Datos de entrada utilizados
merged_prs3184
open_issues144
closed_issues730
issue_closed_ratio0,835
closed_unmerged_prs374
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
17.1/25Alcance del propietario — 240 seguidores de UKGovernmentBEIS
25/25Trayectoria — 114 repos públicos, cuenta de ~10 años
Datos de entrada utilizados
followers240
owner_typeOrganization
is_verified
owner_loginUKGovernmentBEIS
public_repos114
account_age_days3724
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 0 días
20/20Historial de versiones — 248 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesinspect_ai
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

92Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 6 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .pylintrc, ruff.toml
9.6/9.6Hooks de pre-commit
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://inspect.aisi.org.uk/
10/10Descripción del repositorio
0/10Topics
0/10Wiki
Datos de entrada utilizados
topics
has_wikino
homepagehttps://inspect.aisi.org.uk/
has_readme
has_docs_dir
has_description

Seguridad

¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?

60Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6/7.5Code-Review — Found 10/12 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 17 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 53 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6
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.

78Bueno · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — CLAUDE.md, src/inspect_sandbox_tools/CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
0/40Historial de commits legible — sin datos
Datos de entrada utilizados
has_llms_txtno
legible_history_share
agent_instruction_filesCLAUDE.md, src/inspect_sandbox_tools/CLAUDE.md
agent_instruction_max_bytes8294
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .pylintrc, ruff.toml
11/11Verificación estática de tipos — src/inspect_ai/py.typed, tests/test_package/inspect_package/py.typed
10/10Entorno reproducible — devcontainer, Dockerfile, lockfile
0/10Práctica demostrada con agentes — sin datos
5/8Mantenimiento automatizado — automatización de dependencias configurada, no observada en los commits muestreados
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilespackage-lock.json, uv.lock, yarn.lock
has_dockerfile
typed_languageno
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configssrc/inspect_ai/py.typed, tests/test_package/inspect_package/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes. Los pesos restantes se han renormalizado.
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (src/inspect_ai/py.typed, tests/test_package/inspect_package/py.typed)
53.7/55Tamaños de archivo manejables — 35/1500 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes173.241
source_files_sampled1500
oversized_source_files35
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
20/20Servidor MCP
40/40Ejemplos ejecutables — examples, notebooks, samples
Datos de entrada utilizados
example_dirsexamples, notebooks, samples
has_mcp_signal
api_schema_files

Datos clave

2368estrellas de GitHub
100contribuidores
3670commits en los últimos 12 meses
0días desde el último push
99versiones publicadas
2factor bus
144issues abiertas
PyPIecosistemas de paquetes

Más detalle

OpenSSF Scorecard 6.0 / 10
6.0agregado

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).Scorecard v5.5.0 · 2026-07-18 01:34 UTC

10Binary-Artifactsno binaries found in the repo
1Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests12 out of 12 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 10/12 approved changesets -- score normalized to 8
10Contributorsproject has 17 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities53 existing vulnerabilities detected
Todas las dependencias 509

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 509 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
npm@asamuzakjp/css-color3.2.0indirecta
npm@csstools/color-helpers5.1.0indirecta
npm@csstools/css-calc2.1.4indirecta
npm@csstools/css-color-parser3.1.0indirecta
npm@csstools/css-parser-algorithms3.0.5indirecta
npm@csstools/css-tokenizer3.0.4indirecta
npm@excalidraw/utils0.1.2indirecta
npmagent-base7.1.4indirecta
npmasynckit0.4.0indirecta
npmcall-bind-apply-helpers1.0.2indirecta
npmcanvas-5-polyfill0.1.5indirecta
npmcombined-stream1.0.8indirecta
npmcssstyle4.6.0indirecta
npmdata-urls5.0.0indirecta
npmdebug4.4.3indirecta
npmdecimal.js10.6.0indirecta
npmdelayed-stream1.0.0indirecta
npmdunder-proto1.0.1indirecta
npmentities6.0.1indirecta
npmes-define-property1.0.1indirecta
npmes-errors1.3.0indirecta
npmes-object-atoms1.1.1indirecta
npmes-set-tostringtag2.1.0indirecta
npmform-data4.0.5indirecta
npmfunction-bind1.1.2indirecta
npmget-intrinsic1.3.0indirecta
npmget-proto1.0.1indirecta
npmgopd1.2.0indirecta
npmhas-symbols1.1.0indirecta
npmhas-tostringtag1.0.2indirecta
npmhasown2.0.2indirecta
npmhtml-encoding-sniffer4.0.0indirecta
npmhttp-proxy-agent7.0.2indirecta
npmhttps-proxy-agent7.0.6indirecta
npmiconv-lite0.6.3indirecta
npmis-potential-custom-element-name1.0.1indirecta
npmjsdom24.1.3indirecta
npmlru-cache10.4.3indirecta
npmmath-intrinsics1.1.0indirecta
npmmime-db1.52.0indirecta
npmmime-types2.1.35indirecta
npmms2.1.3indirecta
npmnwsapi2.2.23indirecta
npmparse57.3.0indirecta
npmpsl1.15.0indirecta
npmpunycode2.3.1indirecta
npmquerystringify2.2.0indirecta
npmrequires-port1.0.0indirecta
npmrrweb-cssom0.7.1indirecta
npmrrweb-cssom0.8.0indirecta
npmsafer-buffer2.1.2indirecta
npmsaxes6.0.0indirecta
npmsymbol-tree3.2.4indirecta
npmtough-cookie4.1.4indirecta
npmtr465.1.1indirecta
npmuniversalify0.2.0indirecta
npmurl-parse1.5.10indirecta
npmw3c-xmlserializer5.0.0indirecta
npmwebidl-conversions7.0.0indirecta
npmwhatwg-encoding3.1.1indirecta
npmwhatwg-mimetype4.0.0indirecta
npmwhatwg-url14.2.0indirecta
npmws8.20.0indirecta
npmxml-name-validator5.0.0indirecta
npmxmlchars2.2.0indirecta
PyPIadlfsindirecta
PyPIadlfs2026.5.0indirecta
PyPIagent-client-protocolindirecta
PyPIagent-client-protocol0.10.1indirecta
PyPIaioboto3indirecta
PyPIaioboto315.5.0indirecta
PyPIaiobotocore2.25.1indirecta
PyPIaiofiles25.1.0indirecta
PyPIaiohappyeyeballs2.6.2indirecta
PyPIaiohttp3.14.0indirecta
PyPIaiohttp-jinja21.6indirecta
PyPIaioitertools0.13.0indirecta
PyPIaiosignal1.4.0indirecta
PyPIannotated-doc0.0.4indirecta
PyPIannotated-types0.7.0indirecta
PyPIanthropicindirecta
PyPIanthropic0.115.0indirecta
PyPIantlr4-python3-runtime4.13.2indirecta
PyPIanyioindirecta
PyPIanyio4.14.0indirecta
PyPIappnope0.1.4indirecta
PyPIappriseindirecta
PyPIapprise1.11.0indirecta
PyPIargon2-cffi25.1.0indirecta
PyPIargon2-cffi-bindings25.1.0indirecta
PyPIarrow1.4.0indirecta
PyPIast-serialize0.5.0indirecta
PyPIasttokens3.0.1indirecta
PyPIasync-lru2.3.0indirecta
PyPIasync-timeout5.0.1indirecta
PyPIattrs26.1.0indirecta
PyPIaws-bedrock-token-generatorindirecta
PyPIaws-bedrock-token-generator1.1.0indirecta
PyPIaws-sam-translator1.110.0indirecta
PyPIaws-xray-sdk2.15.0indirecta
PyPIazure-ai-inferenceindirecta
PyPIazure-ai-inference1.0.0b9indirecta
PyPIazure-core1.41.0indirecta
PyPIazure-identityindirecta
PyPIazure-identity1.25.3indirecta
PyPIazure-storage-blob12.29.0indirecta
PyPIbabel2.18.0indirecta
PyPIbackports-tarfile1.2.0indirecta
PyPIbeautifulsoup4indirecta
PyPIbeautifulsoup44.14.3indirecta
PyPIbleach6.3.0indirecta
PyPIblinker1.9.0indirecta
PyPIboto3indirecta
PyPIboto31.40.61indirecta
PyPIbotocore1.40.61indirecta
PyPIbotocore-stubs1.43.14indirecta
PyPIbuildindirecta
PyPIbuild1.5.0indirecta
PyPIcertifi2026.5.20indirecta
PyPIcffi2.0.0indirecta
PyPIcfgv3.5.0indirecta
PyPIcfn-lint1.51.3indirecta
PyPIcharset-normalizer3.4.7indirecta
PyPIclickindirecta
PyPIclick8.2.1indirecta
PyPIcloudpickle3.1.2indirecta
PyPIcolorama0.4.6indirecta
PyPIcomm0.2.3indirecta
PyPIcoverage7.14.1indirecta
PyPIcryptography48.0.0indirecta
PyPIcyclopts4.16.1indirecta
PyPIdebugpyindirecta
PyPIdebugpy1.8.21indirecta
PyPIdecorator5.3.1indirecta
PyPIdefusedxml0.7.1indirecta
PyPIdetect-agent0.3.0indirecta
PyPIdill0.4.1indirecta
PyPIdistlib0.4.1indirecta
PyPIdistro1.9.0indirecta
PyPIdocker7.1.0indirecta
PyPIdocstring-parserindirecta
PyPIdocstring-parser0.18.0indirecta
PyPIdocutils0.23indirecta
PyPIduckdb1.5.3indirecta
PyPIeval-type-backport0.4.0indirecta
PyPIexceptiongroupindirecta
PyPIexceptiongroup1.3.1indirecta
PyPIexecnet2.1.2indirecta
PyPIexecuting2.2.1indirecta
PyPIfastapiindirecta
PyPIfastapi0.136.3indirecta
PyPIfastjsonschema2.21.2indirecta
PyPIfilelock3.29.0indirecta
PyPIflask3.1.3indirecta
PyPIflask-cors6.0.2indirecta
PyPIfqdn1.5.1indirecta
PyPIfrozenlist1.8.0indirecta
PyPIfsspecindirecta
PyPIfsspec2025.9.0indirecta
PyPIgoogle-auth2.53.0indirecta
PyPIgoogle-genaiindirecta
PyPIgoogle-genai2.7.0indirecta
PyPIgoogleapis-common-protos1.75.0indirecta
PyPIgraphql-core3.2.8indirecta
PyPIgriffeindirecta
PyPIgriffe2.0.2indirecta
PyPIgriffecli2.0.2indirecta
PyPIgriffelib2.0.2indirecta
PyPIgroqindirecta
PyPIgroq1.4.0indirecta
PyPIgrpcio1.81.0indirecta
PyPIh110.16.0indirecta
PyPIhf-xet1.5.0indirecta
PyPIhttpcore1.0.9indirecta
PyPIhttpxindirecta
PyPIhttpx0.28.1indirecta
PyPIhttpx-sse0.4.3indirecta
PyPIhuggingface-hubindirecta
PyPIhuggingface-hub1.16.1indirecta
PyPIid1.6.1indirecta
PyPIidentify2.6.19indirecta
PyPIidna3.18indirecta
PyPIijsonindirecta
PyPIijson3.5.0indirecta
PyPIimportlib-metadata8.7.1indirecta
PyPIiniconfig2.3.0indirecta
PyPIinspect-aiindirecta
PyPIinspect-scoutindirecta
PyPIinspect-scout0.4.39indirecta
PyPIinspect-swe0.2.59indirecta
PyPIipykernel7.2.0indirecta
PyPIipythonindirecta
PyPIipython8.39.0indirecta
PyPIipython9.14.0indirecta
PyPIipython-pygments-lexers1.1.1indirecta
PyPIipywidgets8.1.8indirecta
PyPIisodate0.7.2indirecta
PyPIisoduration20.11.0indirecta
PyPIitsdangerous2.2.0indirecta
PyPIjaraco-classes3.4.0indirecta
PyPIjaraco-context6.1.2indirecta
PyPIjaraco-functools4.5.0indirecta
PyPIjedi0.20.0indirecta
PyPIjeepney0.9.0indirecta
PyPIjinja23.1.6indirecta
PyPIjiter0.15.0indirecta
PyPIjmespath1.1.0indirecta
PyPIjoserfc1.7.0indirecta
PyPIjson50.14.0indirecta
PyPIjsonlinesindirecta
PyPIjsonlines4.0.0indirecta
PyPIjsonpatchindirecta
PyPIjsonpatch1.32indirecta
PyPIjsonpath-ngindirecta
PyPIjsonpath-ng1.8.0indirecta
PyPIjsonpath-python1.1.6indirecta
PyPIjsonpointer3.1.1indirecta
PyPIjsonrefindirecta
PyPIjsonref1.1.0indirecta
PyPIjsonschemaindirecta
PyPIjsonschema4.26.0indirecta
PyPIjsonschema-path0.5.0indirecta
PyPIjsonschema-specifications2025.9.1indirecta
PyPIjupyterindirecta
PyPIjupyter1.1.1indirecta
PyPIjupyter-client8.8.0indirecta
PyPIjupyter-console6.6.3indirecta
PyPIjupyter-core5.9.1indirecta
PyPIjupyter-events0.12.1indirecta
PyPIjupyter-lsp2.3.1indirecta
PyPIjupyter-server2.19.0indirecta
PyPIjupyter-server-terminals0.5.4indirecta
PyPIjupyterlab4.5.7indirecta
PyPIjupyterlab-pygments0.3.0indirecta
PyPIjupyterlab-server2.28.0indirecta
PyPIjupyterlab-widgets3.0.16indirecta
PyPIkeyring25.7.0indirecta
PyPIlangchain-communityindirecta
PyPIlangchain-coreindirecta
PyPIlangchain-openaiindirecta
PyPIlanggraphindirecta
PyPIlanggraph-prebuiltindirecta
PyPIlark1.3.1indirecta
PyPIlazy-object-proxy1.12.0indirecta
PyPIlibcst1.8.6indirecta
PyPIlibrt0.11.0indirecta
PyPIlinkify-it-py2.1.0indirecta
PyPImarkdownindirecta
PyPImarkdown3.10.2indirecta
PyPImarkdown-it-py4.2.0indirecta
PyPImarkupsafe3.0.3indirecta
PyPImatplotlib-inline0.2.2indirecta
PyPImcpindirecta
PyPImcp1.27.2indirecta
PyPImdit-py-plugins0.6.1indirecta
PyPImdurl0.1.2indirecta
PyPImistralaiindirecta
PyPImistralai2.4.9indirecta
PyPImistune3.2.1indirecta
PyPImmh3indirecta
PyPImmh35.2.1indirecta
PyPImore-itertools11.1.0indirecta
PyPImotoindirecta
PyPImoto5.2.1indirecta
PyPImpmath1.3.0indirecta
PyPImsal1.37.0indirecta
PyPImsal-extensions1.3.1indirecta
PyPImsgpack1.1.2indirecta
PyPImultidict6.7.1indirecta
PyPImypyindirecta
PyPImypy2.1.0indirecta
PyPImypy-extensions1.1.0indirecta
PyPInbclientindirecta
PyPInbclient0.10.4indirecta
PyPInbconvert7.17.1indirecta
PyPInbformatindirecta
PyPInbformat5.10.4indirecta
PyPInest-asyncio1.6.0indirecta
PyPInest-asyncio2indirecta
PyPInest-asyncio21.7.2indirecta
PyPInetworkx3.4.2indirecta
PyPInetworkx3.6.1indirecta
PyPInh30.3.5indirecta
PyPInodeenv1.10.0indirecta
PyPInotebook7.5.6indirecta
PyPInotebook-shim0.2.4indirecta
PyPInumpyindirecta
PyPInumpy2.2.6indirecta
PyPInumpy2.4.6indirecta
PyPIoauthlib3.3.1indirecta
PyPIopenaiindirecta
PyPIopenai2.45.0indirecta
PyPIopenapi-schema-validator0.9.0indirecta
PyPIopenapi-spec-validator0.9.0indirecta
PyPIopentelemetry-api1.39.1indirecta
PyPIopentelemetry-sdk1.39.1indirecta
PyPIopentelemetry-semantic-conventions0.60b1indirecta
PyPIoutcome1.3.0.post0indirecta
PyPIoverrides7.7.0indirecta
PyPIpackaging25.0indirecta
PyPIpandasindirecta
PyPIpandas2.3.3indirecta
PyPIpandas3.0.3indirecta
PyPIpandas-stubsindirecta
PyPIpandas-stubs2.3.3.260113indirecta
PyPIpandas-stubs3.0.3.260530indirecta
PyPIpandocfilters1.5.1indirecta
PyPIpanfluteindirecta
PyPIpanflute2.3.1indirecta
PyPIparso0.8.7indirecta
PyPIpathable0.6.0indirecta
PyPIpathlib-abc0.5.2indirecta
PyPIpathspec1.1.1indirecta
PyPIpexpect4.9.0indirecta
PyPIpillow12.2.0indirecta
PyPIpipindirecta
PyPIpip26.1.2indirecta
PyPIplatformdirsindirecta
PyPIplatformdirs4.10.0indirecta
PyPIpluggy1.6.0indirecta
PyPIpre-commitindirecta
PyPIpre-commit4.6.0indirecta
PyPIprometheus-client0.25.0indirecta
PyPIprompt-toolkit3.0.52indirecta
PyPIpropcache0.5.2indirecta
PyPIprotobuf6.33.6indirecta
PyPIpsutilindirecta
PyPIpsutil7.2.2indirecta
PyPIptyprocess0.7.0indirecta
PyPIpure-eval0.2.3indirecta
PyPIpy-partiql-parser0.6.3indirecta
PyPIpyarrowindirecta
PyPIpyarrow24.0.0indirecta
PyPIpyarrow-stubsindirecta
PyPIpyarrow-stubs20.0.0.20251215indirecta
PyPIpyasn10.6.3indirecta
PyPIpyasn1-modules0.4.2indirecta
PyPIpycparser3.0indirecta
PyPIpydanticindirecta
PyPIpydantic2.13.4indirecta
PyPIpydantic-core2.46.4indirecta
PyPIpydantic-settings2.14.1indirecta
PyPIpygments2.20.0indirecta
PyPIpyjwt2.13.0indirecta
PyPIpyparsing3.3.2indirecta
PyPIpyproject-hooks1.2.0indirecta
PyPIpytestindirecta
PyPIpytest9.0.3indirecta
PyPIpytest-covindirecta
PyPIpytest-cov7.1.0indirecta
PyPIpytest-dotenvindirecta
PyPIpytest-dotenv0.5.2indirecta
PyPIpytest-mockindirecta
PyPIpytest-mock3.15.1indirecta
PyPIpytest-textual-snapshotindirecta
PyPIpytest-textual-snapshot1.0.0indirecta
PyPIpytest-timeoutindirecta
PyPIpytest-timeout2.4.0indirecta
PyPIpytest-watcherindirecta
PyPIpytest-watcher0.6.3indirecta
PyPIpytest-xdistindirecta
PyPIpytest-xdist3.8.0indirecta
PyPIpython-dateutil2.9.0.post0indirecta
PyPIpython-discovery1.4.0indirecta
PyPIpython-dotenvindirecta
PyPIpython-dotenv1.2.2indirecta
PyPIpython-json-logger4.1.0indirecta
PyPIpython-multipart0.0.30indirecta
PyPIpytz2026.2indirecta
PyPIpywin32311indirecta
PyPIpywin32-ctypes0.2.3indirecta
PyPIpywinpty3.0.3indirecta
PyPIpyyamlindirecta
PyPIpyyaml6.0.3indirecta
PyPIpyyaml-ft8.0.0indirecta
PyPIpyzmq27.1.0indirecta
PyPIquarto-cliindirecta
PyPIquarto-cli1.9.38indirecta
PyPIreadme-renderer44.0indirecta
PyPIreferencing0.37.0indirecta
PyPIregex2026.5.9indirecta
PyPIrequests2.34.2indirecta
PyPIrequests-oauthlib2.0.0indirecta
PyPIrequests-toolbelt1.0.0indirecta
PyPIresponses0.26.1indirecta
PyPIrfc3339-validator0.1.4indirecta
PyPIrfc39862.0.0indirecta
PyPIrfc3986-validator0.1.1indirecta
PyPIrfc3987-syntax1.1.0indirecta
PyPIrichindirecta
PyPIrich15.0.0indirecta
PyPIrich-rst2.0.1indirecta
PyPIrpds-py0.30.0indirecta
PyPIrpds-py2026.5.1indirecta
PyPIruamel-yaml0.19.1indirecta
PyPIruff0.9.6indirecta
PyPIs3fsindirecta
PyPIs3fs2025.9.0indirecta
PyPIs3transfer0.14.0indirecta
PyPIsecretstorage3.5.0indirecta
PyPIsemverindirecta
PyPIsemver3.0.4indirecta
PyPIsend2trash2.1.0indirecta
PyPIsetuptoolsindirecta
PyPIsetuptools82.0.1indirecta
PyPIsetuptools-scmindirecta
PyPIshellingham1.5.4indirecta
PyPIshortuuidindirecta
PyPIshortuuid1.0.13indirecta
PyPIsix1.17.0indirecta
PyPIsniffioindirecta
PyPIsniffio1.3.1indirecta
PyPIsortedcontainers2.4.0indirecta
PyPIsoupsieve2.8.4indirecta
PyPIsse-starlette3.4.4indirecta
PyPIstack-data0.6.3indirecta
PyPIstarlette1.2.1indirecta
PyPIsympy1.14.0indirecta
PyPIsyrupy5.3.1indirecta
PyPItabulate0.10.0indirecta
PyPItenacityindirecta
PyPItenacity9.1.4indirecta
PyPIterminado0.18.1indirecta
PyPItextualindirecta
PyPItextual8.2.7indirecta
PyPItextual-devindirecta
PyPItextual-dev1.8.0indirecta
PyPItextual-serve1.1.3indirecta
PyPItiktokenindirecta
PyPItiktoken0.13.0indirecta
PyPItinycss21.4.0indirecta
PyPItogetherindirecta
PyPItogether2.16.0indirecta
PyPItomli2.4.1indirecta
PyPItornado6.5.6indirecta
PyPItqdm4.67.3indirecta
PyPItraitlets5.15.1indirecta
PyPItrioindirecta
PyPItrio0.33.0indirecta
PyPItwineindirecta
PyPItwine6.2.0indirecta
PyPItyper0.26.7indirecta
PyPItypes-aioboto3indirecta
PyPItypes-aioboto315.5.0indirecta
PyPItypes-aiobotocore3.7.0indirecta
PyPItypes-awscrt0.33.0indirecta
PyPItypes-beautifulsoup4indirecta
PyPItypes-beautifulsoup44.12.0.20250516indirecta
PyPItypes-boto3indirecta
PyPItypes-boto31.43.21indirecta
PyPItypes-botocoreindirecta
PyPItypes-botocore1.0.2indirecta
PyPItypes-grpcioindirecta
PyPItypes-grpcio1.0.0.20260518indirecta
PyPItypes-html5lib1.1.11.20260518indirecta
PyPItypes-jsonpatchindirecta
PyPItypes-jsonpatch0.1.0a2indirecta
PyPItypes-jsonschemaindirecta
PyPItypes-jsonschema4.26.0.20260518indirecta
PyPItypes-markdownindirecta
PyPItypes-markdown3.10.2.20260518indirecta
PyPItypes-protobufindirecta
PyPItypes-protobuf7.34.1.20260518indirecta
PyPItypes-psutilindirecta
PyPItypes-psutil7.2.2.20260518indirecta
PyPItypes-python-dateutilindirecta
PyPItypes-python-dateutil2.9.0.20260518indirecta
PyPItypes-pytz2026.2.0.20260518indirecta
PyPItypes-pyyamlindirecta
PyPItypes-pyyaml6.0.12.20260518indirecta
PyPItypes-regexindirecta
PyPItypes-regex2026.5.9.20260518indirecta
PyPItypes-requests2.33.0.20260518indirecta
PyPItypes-s3transfer0.16.0indirecta
PyPItypes-tabulate0.10.0.20260508indirecta
PyPItypes-tqdm4.67.3.20260518indirecta
PyPItypes-webencodings0.5.0.20260408indirecta
PyPItyping-extensionsindirecta
PyPItyping-extensions4.15.0indirecta
PyPItyping-inspection0.4.2indirecta
PyPItzdata2026.2indirecta
PyPIuc-micro-py2.0.0indirecta
PyPIuniversal-pathlibindirecta
PyPIuniversal-pathlib0.3.10indirecta
PyPIuri-template1.3.0indirecta
PyPIurllib32.7.0indirecta
PyPIuvicornindirecta
PyPIuvicorn0.48.0indirecta
PyPIvirtualenv21.4.2indirecta
PyPIwatchdog6.0.0indirecta
PyPIwcwidth0.7.0indirecta
PyPIwebcolors25.10.0indirecta
PyPIwebencodings0.5.1indirecta
PyPIwebsocket-client1.9.0indirecta
PyPIwebsockets16.0indirecta
PyPIwerkzeug3.1.8indirecta
PyPIwheel0.47.0indirecta
PyPIwidgetsnbextension4.0.15indirecta
PyPIwrapt1.17.3indirecta
PyPIxai-sdkindirecta
PyPIxai-sdk1.15.0indirecta
PyPIxmltodict1.0.4indirecta
PyPIyarl1.24.2indirecta
PyPIzipfile-zstdindirecta
PyPIzipfile-zstd0.0.4indirecta
PyPIzippindirecta
PyPIzipp4.1.0indirecta
PyPIzstandardindirecta
PyPIzstandard0.25.0indirecta
Informe JSON sin procesar legible por máquina
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 404497,
      "has_wiki": false,
      "homepage": "https://inspect.aisi.org.uk/",
      "languages": {
        "Shell": 4137,
        "Python": 14034496,
        "Makefile": 409,
        "Dockerfile": 11776,
        "Jupyter Notebook": 392
      },
      "pushed_at": "2026-07-18T01:30:19Z",
      "created_at": "2023-11-14T14:53:11Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-18T01:29:02Z",
      "description": "Inspect: A framework for large language model evaluations",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Department of Business, Energy and Industrial Strategy",
      "type": "Organization",
      "login": "UKGovernmentBEIS",
      "company": null,
      "location": "United Kingdom",
      "followers": 240,
      "avatar_url": "https://avatars.githubusercontent.com/u/19221939?v=4",
      "created_at": "2016-05-06T09:18:54Z",
      "is_verified": null,
      "public_repos": 114,
      "account_age_days": 3724
    },
    "activity": {
      "releases_count": 99,
      "commits_last_year": 3670,
      "latest_release_at": "2026-07-18T01:28:53Z",
      "latest_release_tag": "0.3.248",
      "releases_from_tags": true,
      "days_since_last_push": 0,
      "active_weeks_last_year": 52,
      "days_since_latest_release": 0,
      "mean_days_between_releases": 4.3
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 62,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "inspect_ai",
          "exists": true,
          "license": "MIT License",
          "keywords": [
            "Development Status :: 4 - Beta",
            "Environment :: Console",
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Typing :: Typed"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/inspect_ai/",
          "is_deprecated": false,
          "latest_version": "0.3.248",
          "repository_url": "https://github.com/UKGovernmentBEIS/inspect_ai",
          "versions_count": 248,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 10516017,
          "first_published_at": "2024-04-03T16:30:45.430355Z",
          "latest_published_at": "2026-07-18T01:30:15.244608Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 0
        }
      ]
    },
    "popularity": {
      "forks": 609,
      "stars": 2368,
      "watchers": 17,
      "open_issues_and_prs": 238
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples",
        "notebooks",
        "samples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": true,
      "bootstrap_files": [
        "Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": true,
      "typecheck_configs": [
        "src/inspect_ai/py.typed",
        "tests/test_package/inspect_package/py.typed"
      ],
      "largest_source_bytes": 173241,
      "source_files_sampled": 1500,
      "oversized_source_files": 35,
      "agent_instruction_files": [
        "CLAUDE.md",
        "src/inspect_sandbox_tools/CLAUDE.md"
      ],
      "agent_instruction_max_bytes": 8294
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml",
        "requirements-dev.txt",
        "requirements-dist.txt",
        "requirements-doc.txt",
        "requirements.txt"
      ],
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "@asamuzakjp/css-color",
            "direct": false,
            "version": "3.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "@csstools/color-helpers",
            "direct": false,
            "version": "5.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "@csstools/css-calc",
            "direct": false,
            "version": "2.1.4",
            "ecosystem": "npm"
          },
          {
            "name": "@csstools/css-color-parser",
            "direct": false,
            "version": "3.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "@csstools/css-parser-algorithms",
            "direct": false,
            "version": "3.0.5",
            "ecosystem": "npm"
          },
          {
            "name": "@csstools/css-tokenizer",
            "direct": false,
            "version": "3.0.4",
            "ecosystem": "npm"
          },
          {
            "name": "@excalidraw/utils",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "npm"
          },
          {
            "name": "agent-base",
            "direct": false,
            "version": "7.1.4",
            "ecosystem": "npm"
          },
          {
            "name": "asynckit",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "npm"
          },
          {
            "name": "call-bind-apply-helpers",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "npm"
          },
          {
            "name": "canvas-5-polyfill",
            "direct": false,
            "version": "0.1.5",
            "ecosystem": "npm"
          },
          {
            "name": "combined-stream",
            "direct": false,
            "version": "1.0.8",
            "ecosystem": "npm"
          },
          {
            "name": "cssstyle",
            "direct": false,
            "version": "4.6.0",
            "ecosystem": "npm"
          },
          {
            "name": "data-urls",
            "direct": false,
            "version": "5.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "debug",
            "direct": false,
            "version": "4.4.3",
            "ecosystem": "npm"
          },
          {
            "name": "decimal.js",
            "direct": false,
            "version": "10.6.0",
            "ecosystem": "npm"
          },
          {
            "name": "delayed-stream",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "dunder-proto",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "entities",
            "direct": false,
            "version": "6.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "es-define-property",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "es-errors",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "es-object-atoms",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "es-set-tostringtag",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "form-data",
            "direct": false,
            "version": "4.0.5",
            "ecosystem": "npm"
          },
          {
            "name": "function-bind",
            "direct": false,
            "version": "1.1.2",
            "ecosystem": "npm"
          },
          {
            "name": "get-intrinsic",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "get-proto",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "gopd",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "has-symbols",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "has-tostringtag",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "npm"
          },
          {
            "name": "hasown",
            "direct": false,
            "version": "2.0.2",
            "ecosystem": "npm"
          },
          {
            "name": "html-encoding-sniffer",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "http-proxy-agent",
            "direct": false,
            "version": "7.0.2",
            "ecosystem": "npm"
          },
          {
            "name": "https-proxy-agent",
            "direct": false,
            "version": "7.0.6",
            "ecosystem": "npm"
          },
          {
            "name": "iconv-lite",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "npm"
          },
          {
            "name": "is-potential-custom-element-name",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "npm"
          },
          {
            "name": "jsdom",
            "direct": false,
            "version": "24.1.3",
            "ecosystem": "npm"
          },
          {
            "name": "lru-cache",
            "direct": false,
            "version": "10.4.3",
            "ecosystem": "npm"
          },
          {
            "name": "math-intrinsics",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "npm"
          },
          {
            "name": "mime-db",
            "direct": false,
            "version": "1.52.0",
            "ecosystem": "npm"
          },
          {
            "name": "mime-types",
            "direct": false,
            "version": "2.1.35",
            "ecosystem": "npm"
          },
          {
            "name": "ms",
            "direct": false,
            "version": "2.1.3",
            "ecosystem": "npm"
          },
          {
            "name": "nwsapi",
            "direct": false,
            "version": "2.2.23",
            "ecosystem": "npm"
          },
          {
            "name": "parse5",
            "direct": false,
            "version": "7.3.0",
            "ecosystem": "npm"
          },
          {
            "name": "psl",
            "direct": false,
            "version": "1.15.0",
            "ecosystem": "npm"
          },
          {
            "name": "punycode",
            "direct": false,
            "version": "2.3.1",
            "ecosystem": "npm"
          },
          {
            "name": "querystringify",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "requires-port",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "rrweb-cssom",
            "direct": false,
            "version": "0.7.1",
            "ecosystem": "npm"
          },
          {
            "name": "rrweb-cssom",
            "direct": false,
            "version": "0.8.0",
            "ecosystem": "npm"
          },
          {
            "name": "safer-buffer",
            "direct": false,
            "version": "2.1.2",
            "ecosystem": "npm"
          },
          {
            "name": "saxes",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "symbol-tree",
            "direct": false,
            "version": "3.2.4",
            "ecosystem": "npm"
          },
          {
            "name": "tough-cookie",
            "direct": false,
            "version": "4.1.4",
            "ecosystem": "npm"
          },
          {
            "name": "tr46",
            "direct": false,
            "version": "5.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "universalify",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "url-parse",
            "direct": false,
            "version": "1.5.10",
            "ecosystem": "npm"
          },
          {
            "name": "w3c-xmlserializer",
            "direct": false,
            "version": "5.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "webidl-conversions",
            "direct": false,
            "version": "7.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "whatwg-encoding",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "npm"
          },
          {
            "name": "whatwg-mimetype",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "whatwg-url",
            "direct": false,
            "version": "14.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "ws",
            "direct": false,
            "version": "8.20.0",
            "ecosystem": "npm"
          },
          {
            "name": "xml-name-validator",
            "direct": false,
            "version": "5.0.0",
            "ecosystem": "npm"
          },
          {
            "name": "xmlchars",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "npm"
          },
          {
            "name": "adlfs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "adlfs",
            "direct": false,
            "version": "2026.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "agent-client-protocol",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "agent-client-protocol",
            "direct": false,
            "version": "0.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aioboto3",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "aioboto3",
            "direct": false,
            "version": "15.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aiobotocore",
            "direct": false,
            "version": "2.25.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiofiles",
            "direct": false,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohappyeyeballs",
            "direct": false,
            "version": "2.6.2",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp-jinja2",
            "direct": false,
            "version": "1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "aioitertools",
            "direct": false,
            "version": "0.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aiosignal",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-doc",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anthropic",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "anthropic",
            "direct": false,
            "version": "0.115.0",
            "ecosystem": "pypi"
          },
          {
            "name": "antlr4-python3-runtime",
            "direct": false,
            "version": "4.13.2",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "appnope",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "apprise",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "apprise",
            "direct": false,
            "version": "1.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "argon2-cffi",
            "direct": false,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "argon2-cffi-bindings",
            "direct": false,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "arrow",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ast-serialize",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "asttokens",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "async-lru",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "async-timeout",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "26.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aws-bedrock-token-generator",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "aws-bedrock-token-generator",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aws-sam-translator",
            "direct": false,
            "version": "1.110.0",
            "ecosystem": "pypi"
          },
          {
            "name": "aws-xray-sdk",
            "direct": false,
            "version": "2.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-ai-inference",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-ai-inference",
            "direct": false,
            "version": "1.0.0b9",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-core",
            "direct": false,
            "version": "1.41.0",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-identity",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "azure-identity",
            "direct": false,
            "version": "1.25.3",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-storage-blob",
            "direct": false,
            "version": "12.29.0",
            "ecosystem": "pypi"
          },
          {
            "name": "babel",
            "direct": false,
            "version": "2.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "backports-tarfile",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "beautifulsoup4",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "beautifulsoup4",
            "direct": false,
            "version": "4.14.3",
            "ecosystem": "pypi"
          },
          {
            "name": "bleach",
            "direct": false,
            "version": "6.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "blinker",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "boto3",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "boto3",
            "direct": false,
            "version": "1.40.61",
            "ecosystem": "pypi"
          },
          {
            "name": "botocore",
            "direct": false,
            "version": "1.40.61",
            "ecosystem": "pypi"
          },
          {
            "name": "botocore-stubs",
            "direct": false,
            "version": "1.43.14",
            "ecosystem": "pypi"
          },
          {
            "name": "build",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "build",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.5.20",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cfgv",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cfn-lint",
            "direct": false,
            "version": "1.51.3",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.7",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cloudpickle",
            "direct": false,
            "version": "3.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "comm",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "48.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cyclopts",
            "direct": false,
            "version": "4.16.1",
            "ecosystem": "pypi"
          },
          {
            "name": "debugpy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "debugpy",
            "direct": false,
            "version": "1.8.21",
            "ecosystem": "pypi"
          },
          {
            "name": "decorator",
            "direct": false,
            "version": "5.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "defusedxml",
            "direct": false,
            "version": "0.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "detect-agent",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "dill",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "distlib",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "distro",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docker",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docstring-parser",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "docstring-parser",
            "direct": false,
            "version": "0.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docutils",
            "direct": false,
            "version": "0.23",
            "ecosystem": "pypi"
          },
          {
            "name": "duckdb",
            "direct": false,
            "version": "1.5.3",
            "ecosystem": "pypi"
          },
          {
            "name": "eval-type-backport",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "execnet",
            "direct": false,
            "version": "2.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "executing",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "fastapi",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "fastapi",
            "direct": false,
            "version": "0.136.3",
            "ecosystem": "pypi"
          },
          {
            "name": "fastjsonschema",
            "direct": false,
            "version": "2.21.2",
            "ecosystem": "pypi"
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.29.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flask",
            "direct": false,
            "version": "3.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "flask-cors",
            "direct": false,
            "version": "6.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "fqdn",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "frozenlist",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fsspec",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "fsspec",
            "direct": false,
            "version": "2025.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth",
            "direct": false,
            "version": "2.53.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-genai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "google-genai",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "googleapis-common-protos",
            "direct": false,
            "version": "1.75.0",
            "ecosystem": "pypi"
          },
          {
            "name": "graphql-core",
            "direct": false,
            "version": "3.2.8",
            "ecosystem": "pypi"
          },
          {
            "name": "griffe",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "griffe",
            "direct": false,
            "version": "2.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "griffecli",
            "direct": false,
            "version": "2.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "griffelib",
            "direct": false,
            "version": "2.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "groq",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "groq",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": false,
            "version": "1.81.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hf-xet",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx-sse",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "huggingface-hub",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "huggingface-hub",
            "direct": false,
            "version": "1.16.1",
            "ecosystem": "pypi"
          },
          {
            "name": "id",
            "direct": false,
            "version": "1.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "identify",
            "direct": false,
            "version": "2.6.19",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.18",
            "ecosystem": "pypi"
          },
          {
            "name": "ijson",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ijson",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": false,
            "version": "8.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "inspect-ai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "inspect-scout",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "inspect-scout",
            "direct": false,
            "version": "0.4.39",
            "ecosystem": "pypi"
          },
          {
            "name": "inspect-swe",
            "direct": false,
            "version": "0.2.59",
            "ecosystem": "pypi"
          },
          {
            "name": "ipykernel",
            "direct": false,
            "version": "7.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "8.39.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "9.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython-pygments-lexers",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ipywidgets",
            "direct": false,
            "version": "8.1.8",
            "ecosystem": "pypi"
          },
          {
            "name": "isodate",
            "direct": false,
            "version": "0.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "isoduration",
            "direct": false,
            "version": "20.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "itsdangerous",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-classes",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-context",
            "direct": false,
            "version": "6.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-functools",
            "direct": false,
            "version": "4.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jedi",
            "direct": false,
            "version": "0.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jeepney",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "jiter",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jmespath",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "joserfc",
            "direct": false,
            "version": "1.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "json5",
            "direct": false,
            "version": "0.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonlines",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jsonlines",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpatch",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpatch",
            "direct": false,
            "version": "1.32",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpath-ng",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpath-ng",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpath-python",
            "direct": false,
            "version": "1.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpointer",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonref",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jsonref",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": false,
            "version": "4.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-path",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-specifications",
            "direct": false,
            "version": "2025.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-client",
            "direct": false,
            "version": "8.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-console",
            "direct": false,
            "version": "6.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-core",
            "direct": false,
            "version": "5.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-events",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-lsp",
            "direct": false,
            "version": "2.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-server",
            "direct": false,
            "version": "2.19.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-server-terminals",
            "direct": false,
            "version": "0.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab",
            "direct": false,
            "version": "4.5.7",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-pygments",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-server",
            "direct": false,
            "version": "2.28.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-widgets",
            "direct": false,
            "version": "3.0.16",
            "ecosystem": "pypi"
          },
          {
            "name": "keyring",
            "direct": false,
            "version": "25.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-community",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-core",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-openai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "langgraph",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "langgraph-prebuilt",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "lark",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "lazy-object-proxy",
            "direct": false,
            "version": "1.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "libcst",
            "direct": false,
            "version": "1.8.6",
            "ecosystem": "pypi"
          },
          {
            "name": "librt",
            "direct": false,
            "version": "0.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "linkify-it-py",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "markdown",
            "direct": false,
            "version": "3.10.2",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib-inline",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mcp",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mcp",
            "direct": false,
            "version": "1.27.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mdit-py-plugins",
            "direct": false,
            "version": "0.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mistralai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mistralai",
            "direct": false,
            "version": "2.4.9",
            "ecosystem": "pypi"
          },
          {
            "name": "mistune",
            "direct": false,
            "version": "3.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mmh3",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mmh3",
            "direct": false,
            "version": "5.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "more-itertools",
            "direct": false,
            "version": "11.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "moto",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "moto",
            "direct": false,
            "version": "5.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mpmath",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "msal",
            "direct": false,
            "version": "1.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "msal-extensions",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "msgpack",
            "direct": false,
            "version": "1.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nbclient",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "nbclient",
            "direct": false,
            "version": "0.10.4",
            "ecosystem": "pypi"
          },
          {
            "name": "nbconvert",
            "direct": false,
            "version": "7.17.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nbformat",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "nbformat",
            "direct": false,
            "version": "5.10.4",
            "ecosystem": "pypi"
          },
          {
            "name": "nest-asyncio",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nest-asyncio2",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "nest-asyncio2",
            "direct": false,
            "version": "1.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "networkx",
            "direct": false,
            "version": "3.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "networkx",
            "direct": false,
            "version": "3.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nh3",
            "direct": false,
            "version": "0.3.5",
            "ecosystem": "pypi"
          },
          {
            "name": "nodeenv",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "notebook",
            "direct": false,
            "version": "7.5.6",
            "ecosystem": "pypi"
          },
          {
            "name": "notebook-shim",
            "direct": false,
            "version": "0.2.4",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.2.6",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "oauthlib",
            "direct": false,
            "version": "3.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": "2.45.0",
            "ecosystem": "pypi"
          },
          {
            "name": "openapi-schema-validator",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "openapi-spec-validator",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-api",
            "direct": false,
            "version": "1.39.1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-sdk",
            "direct": false,
            "version": "1.39.1",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-semantic-conventions",
            "direct": false,
            "version": "0.60b1",
            "ecosystem": "pypi"
          },
          {
            "name": "outcome",
            "direct": false,
            "version": "1.3.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "overrides",
            "direct": false,
            "version": "7.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": "2.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas-stubs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pandas-stubs",
            "direct": false,
            "version": "2.3.3.260113",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas-stubs",
            "direct": false,
            "version": "3.0.3.260530",
            "ecosystem": "pypi"
          },
          {
            "name": "pandocfilters",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "panflute",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "panflute",
            "direct": false,
            "version": "2.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "parso",
            "direct": false,
            "version": "0.8.7",
            "ecosystem": "pypi"
          },
          {
            "name": "pathable",
            "direct": false,
            "version": "0.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pathlib-abc",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pathspec",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pexpect",
            "direct": false,
            "version": "4.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "12.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pip",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pip",
            "direct": false,
            "version": "26.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pre-commit",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pre-commit",
            "direct": false,
            "version": "4.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "prometheus-client",
            "direct": false,
            "version": "0.25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "prompt-toolkit",
            "direct": false,
            "version": "3.0.52",
            "ecosystem": "pypi"
          },
          {
            "name": "propcache",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": false,
            "version": "6.33.6",
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": false,
            "version": "7.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "ptyprocess",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pure-eval",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "py-partiql-parser",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": "24.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyarrow-stubs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyarrow-stubs",
            "direct": false,
            "version": "20.0.0.20251215",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1-modules",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.46.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-settings",
            "direct": false,
            "version": "2.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyparsing",
            "direct": false,
            "version": "3.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyproject-hooks",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-dotenv",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-dotenv",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-mock",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-mock",
            "direct": false,
            "version": "3.15.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-textual-snapshot",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-textual-snapshot",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-timeout",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-timeout",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-watcher",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-watcher",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-xdist",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-xdist",
            "direct": false,
            "version": "3.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-discovery",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "python-json-logger",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-multipart",
            "direct": false,
            "version": "0.0.30",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": "2026.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32",
            "direct": false,
            "version": "311",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32-ctypes",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pywinpty",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml-ft",
            "direct": false,
            "version": "8.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyzmq",
            "direct": false,
            "version": "27.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "quarto-cli",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "quarto-cli",
            "direct": false,
            "version": "1.9.38",
            "ecosystem": "pypi"
          },
          {
            "name": "readme-renderer",
            "direct": false,
            "version": "44.0",
            "ecosystem": "pypi"
          },
          {
            "name": "referencing",
            "direct": false,
            "version": "0.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "regex",
            "direct": false,
            "version": "2026.5.9",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": "2.34.2",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-oauthlib",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-toolbelt",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "responses",
            "direct": false,
            "version": "0.26.1",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3339-validator",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3986",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3986-validator",
            "direct": false,
            "version": "0.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3987-syntax",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": "15.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rich-rst",
            "direct": false,
            "version": "2.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.30.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "2026.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ruamel-yaml",
            "direct": false,
            "version": "0.19.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.9.6",
            "ecosystem": "pypi"
          },
          {
            "name": "s3fs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "s3fs",
            "direct": false,
            "version": "2025.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "s3transfer",
            "direct": false,
            "version": "0.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "secretstorage",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "semver",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "semver",
            "direct": false,
            "version": "3.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "send2trash",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": "82.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools-scm",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "shellingham",
            "direct": false,
            "version": "1.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "shortuuid",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "shortuuid",
            "direct": false,
            "version": "1.0.13",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sortedcontainers",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "soupsieve",
            "direct": false,
            "version": "2.8.4",
            "ecosystem": "pypi"
          },
          {
            "name": "sse-starlette",
            "direct": false,
            "version": "3.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "stack-data",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sympy",
            "direct": false,
            "version": "1.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "syrupy",
            "direct": false,
            "version": "5.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tabulate",
            "direct": false,
            "version": "0.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tenacity",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tenacity",
            "direct": false,
            "version": "9.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "terminado",
            "direct": false,
            "version": "0.18.1",
            "ecosystem": "pypi"
          },
          {
            "name": "textual",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "textual",
            "direct": false,
            "version": "8.2.7",
            "ecosystem": "pypi"
          },
          {
            "name": "textual-dev",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "textual-dev",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "textual-serve",
            "direct": false,
            "version": "1.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "tiktoken",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tiktoken",
            "direct": false,
            "version": "0.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tinycss2",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "together",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "together",
            "direct": false,
            "version": "2.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tornado",
            "direct": false,
            "version": "6.5.6",
            "ecosystem": "pypi"
          },
          {
            "name": "tqdm",
            "direct": false,
            "version": "4.67.3",
            "ecosystem": "pypi"
          },
          {
            "name": "traitlets",
            "direct": false,
            "version": "5.15.1",
            "ecosystem": "pypi"
          },
          {
            "name": "trio",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "trio",
            "direct": false,
            "version": "0.33.0",
            "ecosystem": "pypi"
          },
          {
            "name": "twine",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "twine",
            "direct": false,
            "version": "6.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typer",
            "direct": false,
            "version": "0.26.7",
            "ecosystem": "pypi"
          },
          {
            "name": "types-aioboto3",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-aioboto3",
            "direct": false,
            "version": "15.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "types-aiobotocore",
            "direct": false,
            "version": "3.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "types-awscrt",
            "direct": false,
            "version": "0.33.0",
            "ecosystem": "pypi"
          },
          {
            "name": "types-beautifulsoup4",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-beautifulsoup4",
            "direct": false,
            "version": "4.12.0.20250516",
            "ecosystem": "pypi"
          },
          {
            "name": "types-boto3",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-boto3",
            "direct": false,
            "version": "1.43.21",
            "ecosystem": "pypi"
          },
          {
            "name": "types-botocore",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-botocore",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "types-grpcio",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-grpcio",
            "direct": false,
            "version": "1.0.0.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "types-html5lib",
            "direct": false,
            "version": "1.1.11.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "types-jsonpatch",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-jsonpatch",
            "direct": false,
            "version": "0.1.0a2",
            "ecosystem": "pypi"
          },
          {
            "name": "types-jsonschema",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-jsonschema",
            "direct": false,
            "version": "4.26.0.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "types-markdown",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-markdown",
            "direct": false,
            "version": "3.10.2.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "types-protobuf",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-protobuf",
            "direct": false,
            "version": "7.34.1.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "types-psutil",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-psutil",
            "direct": false,
            "version": "7.2.2.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "types-python-dateutil",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-python-dateutil",
            "direct": false,
            "version": "2.9.0.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "types-pytz",
            "direct": false,
            "version": "2026.2.0.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "types-pyyaml",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-pyyaml",
            "direct": false,
            "version": "6.0.12.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "types-regex",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-regex",
            "direct": false,
            "version": "2026.5.9.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "types-requests",
            "direct": false,
            "version": "2.33.0.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "types-s3transfer",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "types-tabulate",
            "direct": false,
            "version": "0.10.0.20260508",
            "ecosystem": "pypi"
          },
          {
            "name": "types-tqdm",
            "direct": false,
            "version": "4.67.3.20260518",
            "ecosystem": "pypi"
          },
          {
            "name": "types-webencodings",
            "direct": false,
            "version": "0.5.0.20260408",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2026.2",
            "ecosystem": "pypi"
          },
          {
            "name": "uc-micro-py",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "universal-pathlib",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "universal-pathlib",
            "direct": false,
            "version": "0.3.10",
            "ecosystem": "pypi"
          },
          {
            "name": "uri-template",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": false,
            "version": "0.48.0",
            "ecosystem": "pypi"
          },
          {
            "name": "virtualenv",
            "direct": false,
            "version": "21.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "watchdog",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wcwidth",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "webcolors",
            "direct": false,
            "version": "25.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "webencodings",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "websocket-client",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "websockets",
            "direct": false,
            "version": "16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "werkzeug",
            "direct": false,
            "version": "3.1.8",
            "ecosystem": "pypi"
          },
          {
            "name": "wheel",
            "direct": false,
            "version": "0.47.0",
            "ecosystem": "pypi"
          },
          {
            "name": "widgetsnbextension",
            "direct": false,
            "version": "4.0.15",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": false,
            "version": "1.17.3",
            "ecosystem": "pypi"
          },
          {
            "name": "xai-sdk",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "xai-sdk",
            "direct": false,
            "version": "1.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "xmltodict",
            "direct": false,
            "version": "1.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.24.2",
            "ecosystem": "pypi"
          },
          {
            "name": "zipfile-zstd",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "zipfile-zstd",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "zstandard",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "zstandard",
            "direct": false,
            "version": "0.25.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 509,
        "direct_count": 0,
        "indirect_count": 509
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 94,
        "merged_prs": 3184,
        "open_issues": 144,
        "closed_ratio": 0.835,
        "closed_issues": 730,
        "closed_unmerged_prs": 374
      },
      "bus_factor": 2,
      "top_contributors": [
        {
          "type": "User",
          "login": "jjallaire",
          "commits": 2725,
          "avatar_url": "https://avatars.githubusercontent.com/u/104391?v=4"
        },
        {
          "type": "User",
          "login": "dragonstyle",
          "commits": 855,
          "avatar_url": "https://avatars.githubusercontent.com/u/261654?u=cd6ef022ae4bfecac261ecc0c7759634de44f2b7&v=4"
        },
        {
          "type": "User",
          "login": "ransomr",
          "commits": 663,
          "avatar_url": "https://avatars.githubusercontent.com/u/1209015?v=4"
        },
        {
          "type": "User",
          "login": "jjallaire-aisi",
          "commits": 336,
          "avatar_url": "https://avatars.githubusercontent.com/u/176393618?v=4"
        },
        {
          "type": "User",
          "login": "aisi-inspect",
          "commits": 274,
          "avatar_url": "https://avatars.githubusercontent.com/u/166920645?v=4"
        },
        {
          "type": "User",
          "login": "epatey",
          "commits": 242,
          "avatar_url": "https://avatars.githubusercontent.com/u/769548?u=228b4d9f7171dcd4774872853cb6bbe36e95c134&v=4"
        },
        {
          "type": "Bot",
          "login": "github-actions[bot]",
          "commits": 126,
          "avatar_url": "https://avatars.githubusercontent.com/in/15368?v=4"
        },
        {
          "type": "User",
          "login": "rasmusfaber",
          "commits": 93,
          "avatar_url": "https://avatars.githubusercontent.com/u/2798829?v=4"
        },
        {
          "type": "User",
          "login": "max-kaufmann",
          "commits": 91,
          "avatar_url": "https://avatars.githubusercontent.com/u/75174544?u=d8ee0671db2c20eef2a53eae7f377e2c51093106&v=4"
        },
        {
          "type": "User",
          "login": "lorenzoAtBEIS",
          "commits": 57,
          "avatar_url": "https://avatars.githubusercontent.com/u/68518050?v=4"
        }
      ],
      "contributors_sampled": 100,
      "top_contributor_share": 0.416
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "build.yml",
        "build_sandbox_tools.yml",
        "docker.yml",
        "log_viewer.yml",
        "npm-publish.yml",
        "test.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        ".pylintrc",
        "ruff.toml"
      ],
      "has_editorconfig": true,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "package-lock.json",
        "uv.lock",
        "yarn.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 1,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 8,
            "reason": "Found 10/12 approved changesets -- score normalized to 8",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 17 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 9,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "53 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "793a809a4cfefa5f1c37be5b7eada9a9df5f71ed",
        "ran_at": "2026-07-18T01:34:21Z",
        "aggregate_score": 6,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": true
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/UKGovernmentBEIS/inspect_ai",
    "host": "github.com",
    "name": "inspect_ai",
    "owner": "UKGovernmentBEIS"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 83,
      "inputs": {
        "security": 60,
        "vitality": 95,
        "community": 86,
        "governance": 78,
        "engineering": 92
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 95,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "commits_last_year": 3670,
              "human_commit_share": null,
              "days_since_last_push": 0,
              "active_weeks_last_year": 52
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "52/52 weeks with commits",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 52
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "3670 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 3670
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 88,
            "inputs": {
              "releases_count": 99,
              "latest_release_tag": "0.3.248",
              "releases_from_tags": true,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 4.3
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "99 version tags (no GitHub releases)",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "version_tags_no_releases",
                    "params": {
                      "count": 99
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~4.3 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 4.3
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "no_commit_sample",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "excellent",
        "name": "Community & Adoption",
        "value": 86,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "excellent",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "forks": 609,
              "stars": 2368,
              "watchers": 17,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "2,368 stars",
                "points": 54.7,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 2368
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "609 forks",
                "points": 23.2,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 609
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "17 watchers",
                "points": 6.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "packages": [
                "inspect_ai"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 10516017
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "10,516,017 downloads/month across pypi",
                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 10516017,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 78,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 62,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 100,
              "top_contributor_share": 0.416
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 42% of commits",
                "points": 13.1,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 42
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 17 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "merged_prs": 3184,
              "open_issues": 144,
              "closed_issues": 730,
              "issue_closed_ratio": 0.835,
              "closed_unmerged_prs": 374
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "84% of issues closed",
                "points": 39,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 84
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "3184/3558 decided PRs merged",
                "points": 34.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 3184,
                      "decided": 3558
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 10/12 approved changesets -- score normalized to 8",
                "points": 12,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "followers": 240,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "UKGovernmentBEIS",
              "public_repos": 114,
              "account_age_days": 3724
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "240 followers of UKGovernmentBEIS",
                "points": 17.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 240,
                      "login": "UKGovernmentBEIS"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "114 public repos, account ~10 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 114
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 10
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "inspect_ai"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "248 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 248
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 92,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "6 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".pylintrc, ruff.toml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".pylintrc, ruff.toml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": "https://inspect.aisi.org.uk/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://inspect.aisi.org.uk/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 60,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 6
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 10/12 approved changesets -- score normalized to 8",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 17 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 5 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": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "53 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 78,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "CLAUDE.md",
                "src/inspect_sandbox_tools/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 8294
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md, src/inspect_sandbox_tools/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md, src/inspect_sandbox_tools/CLAUDE.md"
                    }
                  }
                ],
                "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 86,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "uv.lock",
                "yarn.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "src/inspect_ai/py.typed",
                "tests/test_package/inspect_package/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".pylintrc, ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".pylintrc, ruff.toml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "src/inspect_ai/py.typed, tests/test_package/inspect_package/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "src/inspect_ai/py.typed, tests/test_package/inspect_package/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "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": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 173241,
              "source_files_sampled": 1500,
              "oversized_source_files": 35
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (src/inspect_ai/py.typed, tests/test_package/inspect_package/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "src/inspect_ai/py.typed, tests/test_package/inspect_package/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "35/1500 source files over 60KB",
                "points": 53.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1500,
                      "oversized": 35
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks",
                "samples"
              ],
              "has_mcp_signal": true,
              "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": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks, 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": [],
  "report_type": "repository",
  "generated_at": "2026-07-18T01:34:48.621645Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/u/UKGovernmentBEIS/inspect_ai.svg",
  "full_name": "UKGovernmentBEIS/inspect_ai",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.12.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadasPyPI.