Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-30 22:22 UTC

alpacahq / alpaca-py

The Official Python SDK for Alpaca API

PythonApache-2.0★ 1440 estrellas⑂ 381 forksdesde feb 2022Ver en GitHub ↗

alpacahq/alpaca-py tiene un índice de salud de 81 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Engineering Quality (96/100) y la más baja, AI Readiness (63/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

81
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.

81
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

AlpacaOrganización
1543 seguidores93 repositorios públicosdesde jul 2017

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
PyPIalpaca-py0.43.51.892.68195hace 28 días

Métricas por categoría

Vitalidad

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

83Bueno · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
11.1/36Cadencia de commits — 16/52 semanas con commits
15.1/18Volumen de commits — 47 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year47
human_commit_share0,73
days_since_last_push0
active_weeks_last_year16
Cómo se puntúa
27/27Publica versiones — 87 versiones publicadas
36/36Recencia de las versiones — última versión hace 28 días
27/27Cadencia de publicación — una versión cada ~40,7 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count87
latest_release_tagv0.43.5
releases_from_tagsno
days_since_latest_release28
mean_days_between_releases40,7
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?

82Bueno · 18% del índice global
Cómo se puntúa
51.2/60Estrellas — 1440 estrellas
21.5/25Forks — 381 forks
9.7/15Observadores — 57 observadores
Datos de entrada utilizados
forks381
stars1440
watchers57
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
Cómo se puntúa
80/80Descargas mensuales — 1.892.681 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesalpaca-py
dependents
ecosystemspypi
total_downloads
monthly_downloads1.892.681
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?

72Bueno · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
10.1/22.5Distribución de commits — el principal contribuyente firma el 55% de los commits
13.5/13.5Amplitud de contribuyentes — 52 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled52
top_contributor_share0,551
Cómo se puntúa
33.8/46.8Resolución de issues — 72% de issues cerradas
31.2/38.3Aceptación de PR — 351/430 PR decididos fusionados
12/15OpenSSF Scorecard: Code-Review — Found 6/7 approved changesets -- score normalized to 8
Datos de entrada utilizados
merged_prs351
open_issues77
closed_issues202
issue_closed_ratio0,724
closed_unmerged_prs79
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
22.9/25Alcance del propietario — 1543 seguidores de alpacahq
25/25Trayectoria — 93 repos públicos, cuenta de ~9 años
Datos de entrada utilizados
followers1543
owner_typeOrganization
is_verified
owner_loginalpacahq
public_repos93
account_age_days3293
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 28 días
20/20Historial de versiones — 95 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesalpaca-py
ecosystemspypi
any_deprecatedno
min_days_since_publish28

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

96Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 3 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config

Documentación

100Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://alpaca.markets/sdks/python/getting_started.html
10/10Descripción del repositorio
10/10Topics — 15 topics
10/10Wiki
Datos de entrada utilizados
topicsalgorithmic-trading, brokerage, crypto, finance, market-data, python, trading, alpaca, alpaca-api, equities, options, quant, stock-trading, quantitative-finance, algotrading
has_wiki
homepagehttps://alpaca.markets/sdks/python/getting_started.html
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?

74Bueno · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
2.5/2.5CI-Tests — 29 out of 29 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 6/7 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 5 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 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5SAST — SAST tool is not run on all commits -- score normalized to 9
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 — 12 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate6,7
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, packaging, signed_releases. Los pesos restantes se han renormalizado.
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
25/25Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories0
affected_packages0
assessed_packages18
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:alpaca-py@0.43.5 —lo que arrastra la instalación del paquete publicado—: 18 paquetes. No se analiza la alcanzabilidad.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? 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.

63Moderado · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 70 de 73 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,959
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — Makefile, docs/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato
11/11Verificación estática de tipos — alpaca/py.typed
10/10Entorno reproducible — Dockerfile, lockfile
2/10Práctica demostrada con agentes — 1 de los últimos 100 commits con autoría o crédito de agente
8/8Mantenimiento automatizado — 27 de los últimos 100 commits son actualizaciones automáticas de dependencias
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, poetry.lock, uv.lock
has_dockerfile
typed_languageno
bootstrap_filesMakefile, docs/Makefile
has_devcontainerno
has_linter_config
typecheck_configsalpaca/py.typed
agent_commit_share0,01
toolchain_manifests
dependency_bot_commit_share0,27
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (alpaca/py.typed)
54.5/55Tamaños de archivo manejables — 1/102 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes80.742
source_files_sampled102
oversized_source_files1
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples, notebooks
Datos de entrada utilizados
example_dirsexamples, notebooks
has_mcp_signalno
api_schema_files

Datos clave

1440estrellas de GitHub
52contribuidores
47commits en los últimos 12 meses
0días desde el último push
87versiones publicadas
1factor bus
77issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Más detalle

Historial de estrellas y forks 0 ★ / 381 ⇿
0Estrellas
381Forks
85Versiones

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

010020030040038062022-052024-062026-07
Mayor 0Menor 41Parche 44

Cada punto abarca 4 días.

OpenSSF Scorecard 6.7 / 10
6.7agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-30 22:21 UTC

10Binary-Artifactsno binaries found in the repo
n/dBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests29 out of 29 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 6/7 approved changesets -- score normalized to 8
10Contributorsproject has 5 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 0 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
9SASTSAST tool is not run on all commits -- score normalized to 9
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities12 existing vulnerabilities detected
Dependencias directas 7
RegistroPaqueteRestricción de versiónManifiesto
PyPIrequests^2.30.0pyproject.toml
PyPIpydantic^2.0.3pyproject.toml
PyPIpandas>=1.5.3pyproject.toml
PyPImsgpack^1.0.3pyproject.toml
PyPIwebsockets>=10.4pyproject.toml
PyPIsseclient-py^1.7.2pyproject.toml
PyPIpytz>=2020.1pyproject.toml
Todas las dependencias 175

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 20 paquetes directos y 155 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPImsgpackdirecta
PyPImsgpack1.0.8directa
PyPImsgpack1.2.1directa
PyPIpandasdirecta
PyPIpandas2.3.3directa
PyPIpandas3.0.1directa
PyPIpydanticdirecta
PyPIpydantic2.12.5directa
PyPIpydantic2.13.4directa
PyPIpytzdirecta
PyPIpytz2026.1.post1directa
PyPIpytz2026.3.post1directa
PyPIrequestsdirecta
PyPIrequests2.33.0directa
PyPIrequests2.34.2directa
PyPIsseclient-pydirecta
PyPIsseclient-py1.9.0directa
PyPIwebsocketsdirecta
PyPIwebsockets12.0directa
PyPIwebsockets16.0directa
npmagent-base6.0.2indirecta
npmasynckit0.4.0indirecta
npmaxios1.18.1indirecta
npmaxios-proxy-builder0.1.2indirecta
npmbalanced-match4.0.4indirecta
npmbrace-expansion5.0.7indirecta
npmcall-bind-apply-helpers1.0.2indirecta
npmcombined-stream1.0.8indirecta
npmdebug4.4.3indirecta
npmdelayed-stream1.0.0indirecta
npmdunder-proto1.0.1indirecta
npmes-define-property1.0.1indirecta
npmes-errors1.3.0indirecta
npmes-object-atoms1.1.1indirecta
npmes-set-tostringtag2.1.0indirecta
npmfollow-redirects1.16.0indirecta
npmform-data4.0.6indirecta
npmfunction-bind1.1.2indirecta
npmget-intrinsic1.3.0indirecta
npmget-proto1.0.1indirecta
npmglob13.0.6indirecta
npmgopd1.2.0indirecta
npmhas-symbols1.1.0indirecta
npmhas-tostringtag1.0.2indirecta
npmhasown2.0.4indirecta
npmhttps-proxy-agent5.0.1indirecta
npmlru-cache11.2.7indirecta
npmmath-intrinsics1.1.0indirecta
npmmime-db1.52.0indirecta
npmmime-types2.1.35indirecta
npmminimatch10.2.4indirecta
npmminipass7.1.3indirecta
npmms2.1.3indirecta
npmpackage-json-from-dist1.0.1indirecta
npmpath-scurry2.0.2indirecta
npmproxy-from-env2.1.0indirecta
npmrimraf6.1.3indirecta
npmsax1.6.0indirecta
npmserverless4.33.0indirecta
npmtunnel0.0.6indirecta
npmxml2js0.6.2indirecta
npmxmlbuilder11.0.1indirecta
PyPIalabaster0.7.16indirecta
PyPIalgo-trading-alpaca0.1.0indirecta
PyPIalpaca-pyindirecta
PyPIalpaca-py0.43.2indirecta
PyPIannotated-types0.6.0indirecta
PyPIannotated-types0.7.0indirecta
PyPIapeye1.4.1indirecta
PyPIapeye-core1.1.5indirecta
PyPIautodocsumm0.2.15indirecta
PyPIbabel2.18.0indirecta
PyPIbackports-asyncio-runner1.2.0indirecta
PyPIbeautifulsoup44.15.0indirecta
PyPIblackindirecta
PyPIblack26.5.1indirecta
PyPIboto31.42.78indirecta
PyPIbotocore1.42.78indirecta
PyPIcachecontrol0.14.4indirecta
PyPIcertifi2024.7.4indirecta
PyPIcertifi2026.2.25indirecta
PyPIcfgv3.5.0indirecta
PyPIcharset-normalizer3.3.2indirecta
PyPIcharset-normalizer3.4.6indirecta
PyPIclick8.4.2indirecta
PyPIcolorama0.4.6indirecta
PyPIdict2css0.6.0indirecta
PyPIdistlib0.4.3indirecta
PyPIdocutils0.19indirecta
PyPIdomdf-python-tools3.10.0indirecta
PyPIenum-toolsindirecta
PyPIenum-tools0.9.0.post1indirecta
PyPIexceptiongroup1.3.1indirecta
PyPIfilelock3.29.4indirecta
PyPIfuroindirecta
PyPIfuro2022.12.7indirecta
PyPIhtml5lib1.1indirecta
PyPIidentify2.6.19indirecta
PyPIidna3.11indirecta
PyPIidna3.7indirecta
PyPIimagesize1.5.0indirecta
PyPIiniconfig2.3.0indirecta
PyPIisortindirecta
PyPIisort5.13.2indirecta
PyPIjinja23.1.6indirecta
PyPIjmespath1.1.0indirecta
PyPImarkupsafe3.0.3indirecta
PyPImatplotlibindirecta
PyPImypy-extensions1.1.0indirecta
PyPInatsort8.4.0indirecta
PyPInodeenv1.10.0indirecta
PyPInumpyindirecta
PyPInumpy1.26.4indirecta
PyPInumpy2.2.6indirecta
PyPIpackaging26.0indirecta
PyPIpackaging26.2indirecta
PyPIpathspec1.1.1indirecta
PyPIplatformdirs4.10.0indirecta
PyPIpluggy1.6.0indirecta
PyPIpre-commitindirecta
PyPIpre-commit4.6.1indirecta
PyPIpydantic-core2.41.5indirecta
PyPIpydantic-core2.46.4indirecta
PyPIpygments2.19.2indirecta
PyPIpygments2.20.0indirecta
PyPIpytestindirecta
PyPIpytest9.0.2indirecta
PyPIpytest9.1.1indirecta
PyPIpytest-asyncioindirecta
PyPIpytest-asyncio1.4.0indirecta
PyPIpytest-mock3.15.1indirecta
PyPIpython-dateutilindirecta
PyPIpython-dateutil2.9.0.post0indirecta
PyPIpython-discovery1.4.2indirecta
PyPIpython-dotenvindirecta
PyPIpytokens0.4.1indirecta
PyPIpyyaml6.0.3indirecta
PyPIrequests-mockindirecta
PyPIrequests-mock1.12.1indirecta
PyPIroman5.2indirecta
PyPIruamel-yaml0.19.1indirecta
PyPIs3transfer0.16.0indirecta
PyPIsix1.16.0indirecta
PyPIsix1.17.0indirecta
PyPIsnowballstemmer3.1.1indirecta
PyPIsoupsieve2.8.4indirecta
PyPIsphinxindirecta
PyPIsphinx6.2.1indirecta
PyPIsphinx-autodoc-typehints1.23.0indirecta
PyPIsphinx-basic-ng1.0.0b2indirecta
PyPIsphinx-copybuttonindirecta
PyPIsphinx-copybutton0.5.2indirecta
PyPIsphinx-jinja2-compat0.4.1indirecta
PyPIsphinx-prompt1.5.0indirecta
PyPIsphinx-tabs3.4.7indirecta
PyPIsphinx-toolboxindirecta
PyPIsphinx-toolbox4.3.0indirecta
PyPIsphinxcontrib-applehelp2.0.0indirecta
PyPIsphinxcontrib-devhelp2.0.0indirecta
PyPIsphinxcontrib-htmlhelp2.1.0indirecta
PyPIsphinxcontrib-jsmath1.0.1indirecta
PyPIsphinxcontrib-qthelp2.0.0indirecta
PyPIsphinxcontrib-serializinghtml2.0.0indirecta
PyPIstandard-imghdr3.10.14indirecta
PyPItabulate0.10.0indirecta
PyPItinycss21.5.1indirecta
PyPItomli2.4.1indirecta
PyPItyping-extensions4.15.0indirecta
PyPItyping-inspection0.4.2indirecta
PyPItzdata2024.1indirecta
PyPItzdata2025.3indirecta
PyPIurllib32.2.2indirecta
PyPIurllib32.6.3indirecta
PyPIvirtualenv21.5.1indirecta
PyPIwebencodings0.5.1indirecta
Avisos de dependencias 0

Instalar pypi:alpaca-py@0.43.5 arrastra 18 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.

Ningún aviso conocido afecta a las dependencias evaluadas.

Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.

Informe JSON sin procesar legible por máquina
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      "size_kb": 3277,
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      "homepage": "https://alpaca.markets/sdks/python/getting_started.html",
      "languages": {
        "Shell": 429,
        "Python": 807232,
        "Makefile": 711,
        "Dockerfile": 694
      },
      "pushed_at": "2026-07-30T12:52:53Z",
      "created_at": "2022-02-19T23:10:34Z",
      "owner_type": "Organization",
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          "body": "Bumps [pre-commit](https://github.com/pre-commit/pre-commit) from 2.21.0 to 4.6.1.\n- [Release notes](https://github.com/pre-commit/pre-commit/releases)\n- [Changelog](https://github.com/pre-commit/pre-commit/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/pre-commit/pre-commit/compare/v2.21.0.\n[…]\nrect:development\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump pre-commit from 2.21.0 to 4.6.1 (#748)",
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          "is_bot": true,
          "headline": "deps: bump pydantic from 2.6.4 to 2.13.4 (#717)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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        {
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          "is_bot": true,
          "headline": "deps: bump sseclient-py from 1.8.0 to 1.9.0 (#714)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-27T09:26:41Z",
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        {
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          "body": "Bumps [JRubics/poetry-publish](https://github.com/jrubics/poetry-publish) from 1.16 to 2.1.\n- [Release notes](https://github.com/jrubics/poetry-publish/releases)\n- [Commits](https://github.com/jrubics/poetry-publish/compare/v1.16...v2.1)\n\n---\nupdated-dependencies:\n- dependency-name: JRubics/poetry-p\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump JRubics/poetry-publish from 1.16 to 2.1 (#708)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-27T09:23:46Z",
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          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 6 to 7.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-python\n  dependency-\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump actions/setup-python from 6 to 7 (#746)",
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        {
          "oid": "d1195a8d2ff957a91a0cecb5dcfff3ff01d52b80",
          "body": "Bumps [brace-expansion](https://github.com/juliangruber/brace-expansion) from 5.0.5 to 5.0.7.\n- [Release notes](https://github.com/juliangruber/brace-expansion/releases)\n- [Commits](https://github.com/juliangruber/brace-expansion/compare/v5.0.5...v5.0.7)\n\n---\nupdated-dependencies:\n- dependency-name:\n[…]\nion\n  dependency-version: 5.0.7\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump brace-expansion (#742)",
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          "is_bot": true,
          "headline": "chore(deps-dev): bump axios (#741)",
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          "is_bot": true,
          "headline": "deps: bump pytest from 7.4.4 to 8.4.2 (#722)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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        {
          "oid": "32ce5b006298e28e6a40eac95e03380e4aaf0a2c",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 7.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v4...v7)\n\n---\nupdated-dependenc\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump actions/checkout from 4 to 7 (#711)",
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        {
          "oid": "54b8a04b6d343650db87fa20aa34555f50011694",
          "body": "Bumps [actions/stale](https://github.com/actions/stale) from 9 to 10.\n- [Release notes](https://github.com/actions/stale/releases)\n- [Changelog](https://github.com/actions/stale/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/stale/compare/v9...v10)\n\n---\nupdated-dependencies:\n- depend\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump actions/stale from 9 to 10 (#710)",
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          "author_login": "dependabot[bot]",
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          "body": "---\nupdated-dependencies:\n- dependency-name: black\n  dependency-version: 26.5.1\n  dependency-type: direct:development\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump black from 26.3.1 to 26.5.1 (#716)",
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          "author_login": "dependabot[bot]",
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        {
          "oid": "b9d3c956d8a17f19d940656538df44c62ef9597c",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 4 to 6.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/v4...v6)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-python\n  dependency-\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump actions/setup-python from 4 to 6 (#709)",
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          "body": "Bumps [https://github.com/pre-commit/pre-commit-hooks](https://github.com/pre-commit/pre-commit-hooks) from v3.2.0 to 6.0.0.\n- [Release notes](https://github.com/pre-commit/pre-commit-hooks/releases)\n- [Changelog](https://github.com/pre-commit/pre-commit-hooks/blob/main/CHANGELOG.md)\n- [Commits](htt\n[…]\nendency-version: 6.0.0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump https://github.com/pre-commit/pre-commit-hooks (#707)",
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          "headline": "Configure Dependabot for multiple package ecosystems",
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          "author_login": "carlostasada",
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          "body": "Add OrderRequest validation for required and unsupported price fields so invalid\nlimit, stop, stop-limit, trailing-stop, mleg, bracket, oco, and oto combinations\nfail before submission.\n\nThis aligns SDK behavior with Trading API validation and fixes #627.",
          "is_bot": false,
          "headline": "fix(trading): validate order price requirements client-side (#691)",
          "author_name": "Carlos Tasada",
          "author_login": "carlostasada",
          "committed_at": "2026-07-03T07:03:58Z",
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          "is_bot": true,
          "headline": "chore(deps-dev): bump black from 24.10.0 to 26.3.1 (#695)",
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          "body": "Bumps [requests](https://github.com/psf/requests) from 2.32.0 to 2.33.0.\n- [Release notes](https://github.com/psf/requests/releases)\n- [Changelog](https://github.com/psf/requests/blob/main/HISTORY.md)\n- [Commits](https://github.com/psf/requests/compare/v2.32.0...v2.33.0)\n\n---\nupdated-dependencies:\n-\n[…]\nndency-version: 2.33.0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump requests from 2.32.0 to 2.33.0 (#694)",
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          "body": "* chore: Upgrade Python version support\n\nRemoving support for Python `3.8` and `3.9` since those versions are not maintained anymore.\n\nMinimum version is now `3.10` and the build is validated against newer versions up to `3.14`\n\nAddress issues #529 and #530\n\n* Removed Python 3.8 and 3.9 from the test matrix\n\n* Removed check for Python `3.12`, `3.13` and `3.14` until we can upgrade some of the dependencies",
          "is_bot": false,
          "headline": "chore: Upgrade Python version support (#692)",
          "author_name": "Carlos Tasada",
          "author_login": "carlostasada",
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          "is_bot": false,
          "headline": "chore: Add Carlos into CODEOWNERS (#690)",
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        {
          "oid": "1758bd30211bd889efdc2c9f277a64a70882bde6",
          "body": "Add explicit workflow-level permissions to CI and PyPI publish workflows, granting only contents: read. This resolves CodeQL code-scanning alerts for missing `GITHUB_TOKEN` permission boundaries and follows least-privilege defaults for jobs that only need repository checkout/read access.",
          "is_bot": false,
          "headline": "fix: Limit GitHub Actions token permissions (#689)",
          "author_name": "Carlos Tasada",
          "author_login": "carlostasada",
          "committed_at": "2026-07-01T14:20:13Z",
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          "body": "…-06) (#686)\n\nAlpaca is removing the pattern-day-trading/day-trading-buying-power fields from account and account-configuration responses on 2026-07-06 per FINRA's new intraday-margin framework (https://docs.alpaca.markets/us/changelog/2026-06-03-pdt-651df23)",
          "is_bot": false,
          "headline": "Tolerate Alpaca's deprecated PDT/DTBP account fields (removed 2026-07…",
          "author_name": "Yush Kapoor",
          "author_login": "yushdotkapoor",
          "committed_at": "2026-07-01T10:01:53Z",
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          "is_bot": false,
          "headline": "fix: extended_hours docstring type should be bool not float (#676)",
          "author_name": "mervivian",
          "author_login": "mervivian",
          "committed_at": "2026-07-01T09:54:23Z",
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        {
          "oid": "3755057f48fe785c02e9e93d0a6eebebe9253130",
          "body": "…bot (#687)\n\nBumps [msgpack](https://github.com/msgpack/msgpack-python) from 1.1.2 to 1.2.1.\n- [Release notes](https://github.com/msgpack/msgpack-python/releases)\n- [Changelog](https://github.com/msgpack/msgpack-python/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/msgpack/msgpack-python/com\n[…]\nack\n  dependency-version: 1.2.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump msgpack in /examples/stocks/lbr-anti-setup-trading-…",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-01T08:59:52Z",
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        {
          "oid": "7b80240c2ccbb20f7320a6be8a9cc22603fb73be",
          "body": "Bumps [form-data](https://github.com/form-data/form-data) from 4.0.5 to 4.0.6.\n- [Changelog](https://github.com/form-data/form-data/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/form-data/form-data/compare/v4.0.5...v4.0.6)\n\n---\nupdated-dependencies:\n- dependency-name: form-data\n  dependency-version: 4.0.6\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump form-data (#685)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-01T08:59:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b707cda8b419acd262f78d8641f6ee1b024cc595",
          "body": "Bumps [axios](https://github.com/axios/axios) from 1.14.0 to 1.17.0.\n- [Release notes](https://github.com/axios/axios/releases)\n- [Changelog](https://github.com/axios/axios/blob/v1.x/CHANGELOG.md)\n- [Commits](https://github.com/axios/axios/compare/v1.14.0...v1.17.0)\n\n---\nupdated-dependencies:\n- depe\n[…]\nos\n  dependency-version: 1.17.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump axios (#683)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-01T08:58:28Z",
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        {
          "oid": "3dd1fda74e29db303b4155bdbced665b1fdea0bf",
          "body": "Added migration guideline to move from the deprecated [alpaca-trade-api-python](https://github.com/alpacahq/alpaca-trade-api-python) to `alpaca-py`",
          "is_bot": false,
          "headline": "feat: Add migration guidelines (#688)",
          "author_name": "Carlos Tasada",
          "author_login": "carlostasada",
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          "headline": "fix: add missing \"other\" value to DocumentType enum (#667)",
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          "headline": "Add missing pytz dependency (#653)",
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          "headline": "Update TaxIdType in enums.py (#636)",
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          "body": "* fix: adjust validation for ReplaceOrderRequest\n\n* fix: remove validation of limit_price in ReplaceOrderRequest\n\n* fix: adjust test_replace_order_validate_replace_request",
          "is_bot": false,
          "headline": "fix: Adjust validation for limit_price of ReplaceOrderRequest (#634)",
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          "body": "* Add documentation for GetOptionContractsRequest\n\nDetails of the GetOptionContractsRequest class should be included in the API docs\n\n* Add documentation for OptionContract classes\n\nAdd documentation for OptionContract classes\n\n* doc: adjust trading/models.rst\n\n---------\n\nCo-authored-by: hiohiohio <chihiro.hio@gmail.com>",
          "is_bot": false,
          "headline": "Add documentation for GetOptionContractsRequest (#626)",
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          "is_bot": false,
          "headline": "feat: add account_type/account_sub_type (#632)",
          "author_name": "hiohiohio",
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          "headline": "fix: Add missing trade events (#630)",
          "author_name": "hiohiohio",
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          "body": "https://github.com/alpacahq/alpaca-py/issues/624",
          "is_bot": false,
          "headline": "add new asset classes for perpetual crypto and ASCX exchange (#625)",
          "author_name": "Yush Kapoor",
          "author_login": "yushdotkapoor",
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          "headline": "doc: update README and notebook (#623)",
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          "body": "- Use bid-ask midpoint for Greeks, bid/ask for orders\n- Add early assignment logic for realistic backtesting (define early assignment if the underlying price drops below 99.5% of the short strike, minus the premium received)\n- Fix 0DTE options holding overnight in backtesting\n    - Add expiration check at end of trading day",
          "is_bot": false,
          "headline": "feat: Move 0DTE backtesting notebook and update algorithm (#620)",
          "author_name": "Satoshi Ido",
          "author_login": "idsts2670",
          "committed_at": "2025-08-18T00:53:31Z",
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          "is_bot": false,
          "headline": "feat: Add zero-dte backtesting example and fix Colab links (#619)",
          "author_name": "Satoshi Ido",
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          "headline": "docs: deprecate get_corporate_announcements (#616)",
          "author_name": "hiohiohio",
          "author_login": "hiohiohio",
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          "body": null,
          "is_bot": false,
          "headline": "feat: support id of corporate action (#612)",
          "author_name": "hiohiohio",
          "author_login": "hiohiohio",
          "committed_at": "2025-07-04T15:26:10Z",
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          "headline": "fix: add type for the parameters of TimeFrame() (#611)",
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          "headline": "feat: add datafeed for overnight trading (#609)",
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          "is_bot": false,
          "headline": "fix: activity_types field serialization in GetAccountActivitiesReques…",
          "author_name": "Matias Ibañez",
          "author_login": "mibanez",
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          "is_bot": false,
          "headline": "add options-trade-options-with-alpaca.ipynb to examples/options folde…",
          "author_name": "Satoshi Ido",
          "author_login": "idsts2670",
          "committed_at": "2025-06-26T20:25:14Z",
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          "is_bot": false,
          "headline": "Add build_trading_bot_with_ChatGPT Folder and Initial Documentation (…",
          "author_name": "Satoshi Ido",
          "author_login": "idsts2670",
          "committed_at": "2025-06-26T20:24:54Z",
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        {
          "oid": "74c11e7225afa0ce72f9ea8c9a49c7e8802a3fd5",
          "body": "* fix: change PortfolioHistory.base_value to Optional[float]\n\n* fix: add test_get_portfolio_history_with_null_base_value",
          "is_bot": false,
          "headline": "fix: Change PortfolioHistory.base_value to Optional[float] (#597)",
          "author_name": "hiohiohio",
          "author_login": "hiohiohio",
          "committed_at": "2025-05-16T10:10:23Z",
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          "is_bot": false,
          "headline": "fix: updating docs typos (#592)",
          "author_name": "Dave",
          "author_login": "toastdave",
          "committed_at": "2025-05-15T16:54:22Z",
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          "body": null,
          "is_bot": false,
          "headline": "feat: add DELAYED_SIP for DataFeed (#591)",
          "author_name": "hiohiohio",
          "author_login": "hiohiohio",
          "committed_at": "2025-04-28T05:18:30Z",
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          "headline": "fix: adjust real time data example code (#590)",
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          "committed_at": "2025-04-28T04:25:50Z",
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          "body": "* Added .ipynb files for option strategies / Fixed broken links in README.md\n\n* Minor updates on .ipynb notebook for Iron Butterfly\n\n* Add a swing trading example notebook for 'BTC/USD'.\n\n* Update crypto notebooks and README\n\n* Fix README link typo and update basic notebooks and 'crypto-btc-usd-swing-trade.ipynb' per review\n\n* Split the cell into multiple cells for better data management.\n\n* typo fix",
          "is_bot": false,
          "headline": "feat examples crypto: Add and refine example notebooks (#589)",
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          "headline": "Use the maximum allowed page size for option snapshots (#585)",
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          "author_login": "gnvk",
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          "headline": "Use the maximum allowed page size for market data requests (#583)",
          "author_name": "Gergely Novák",
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          "headline": "Added .ipynb files for option strategies / Fixed broken links in READ…",
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          "is_bot": false,
          "headline": "feat: Organized the directories and add a few options example jupyter…",
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          "headline": "fix: add OptionLegRequest into requests.rst (#566)",
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          "headline": "fix: add pr write permission to stale (#563)",
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          "headline": "fix: Incorrect documentation for get_option_latest_trade (#559)",
          "author_name": "Elijah",
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          "headline": "feat: add expires_at into Order (#558)",
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          "headline": "fix: Fix position_intent for mleg order (#557)",
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          "is_bot": false,
          "headline": "feat: Add multi-leg options (#552)",
          "author_name": "Aaron Janeiro Stone",
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          "body": "The get_portfolio_history API returns an optional cashflow property, which is a mapping of activity type to cash flow amounts.",
          "is_bot": false,
          "headline": "fix: Add cashflow property to PortfolioHistory model (#553)",
          "author_name": "fumoboy007",
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                "detail": "381 forks",
                "points": 21.5,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 381
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "57 watchers",
                "points": 9.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 57
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
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                  }
                ],
                "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": [],
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
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                "points": 0,
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                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
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                "details": [],
                "max_points": 6.3
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            ]
          },
          {
            "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"
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 100,
            "inputs": {
              "packages": [
                "alpaca-py"
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 1892681
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            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "1,892,681 downloads/month across pypi",
                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
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                      "count": 1892681,
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                ],
                "max_points": 80
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              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
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                    "code": "not_reported_by_this_ecosystem",
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                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 72,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 43,
            "inputs": {
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              "top_contributor_share": 0.551
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "status": "partial",
                "details": [
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                    "code": "bus_factor",
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                      "count": 1
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                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 55% of commits",
                "points": 10.1,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 55
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                "max_points": 22.5
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                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "52 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 52
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "merged_prs": 351,
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              "closed_issues": 202,
              "issue_closed_ratio": 0.724,
              "closed_unmerged_prs": 79
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "72% of issues closed",
                "points": 33.8,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 72
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "351/430 decided PRs merged",
                "points": 31.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 351,
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 6/7 approved changesets -- score normalized to 8",
                "points": 12,
                "status": "partial",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "followers": 1543,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "alpacahq",
              "public_repos": 93,
              "account_age_days": 3293
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "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": "1,543 followers of alpacahq",
                "points": 22.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1543,
                      "login": "alpacahq"
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                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "93 public repos, account ~9 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 93
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 9
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                  }
                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "alpaca-py"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 28
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            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 28 days ago",
                "points": 35,
                "status": "met",
                "details": [
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                    "code": "publish_recency",
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                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "95 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 95
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "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": 96,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
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              "has_tests": true,
              "has_editorconfig": false,
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              "has_precommit_config": true
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 3
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                ],
                "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": null,
                "points": 16,
                "status": "met",
                "details": [],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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                "finance",
                "market-data",
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                "options",
                "quant",
                "stock-trading",
                "quantitative-finance",
                "algotrading"
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              "has_wiki": true,
              "homepage": "https://alpaca.markets/sdks/python/getting_started.html",
              "has_readme": true,
              "has_docs_dir": true,
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            "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",
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                "max_points": 25
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              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://alpaca.markets/sdks/python/getting_started.html",
                "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",
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                "detail": "15 topics",
                "points": 10,
                "status": "met",
                "details": [
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                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 67,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 6.7
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
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                "points": 7.5,
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              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
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                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
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                "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 6/7 approved changesets -- score normalized to 8",
                "points": 6,
                "status": "partial",
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 2.5,
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                "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 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "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 9",
                "points": 4.5,
                "status": "partial",
                "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": "12 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:alpaca-py@0.43.5 runtime dependency closure — what installing the published package pulls in — 18 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:alpaca-py@0.43.5",
                  "assessed": 18
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 18,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
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              "packages": [],
              "red_flag": false,
              "assessed_packages": 18,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 7
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 63,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.959,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "70 of 73 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 70,
                      "sampled": 73
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "poetry.lock",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "alpaca/py.typed"
              ],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.27
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, docs/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "alpaca/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "alpaca/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "27 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 27,
                      "sampled": 100
                    }
                  }
                ],
                "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": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 80742,
              "source_files_sampled": 102,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (alpaca/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "alpaca/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/102 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 102,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T22:22:19.203286Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/alpacahq/alpaca-py.svg",
  "full_name": "alpacahq/alpaca-py",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.27.0 — metodología completa · wiki de métricas.

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