Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-31 05:35 UTC

ZhuoZhuoCrayon / throttled-py

🔧 High-performance Python rate limiting library with multiple algorithms (Fixed Window, Sliding Window, Token Bucket, Leaky Bucket & GCRA) and storage backends (Redis, In-Memory).

PythonMIT★ 642 estrellas⑂ 35 forksdesde ene 2025Ver en GitHub ↗

ZhuoZhuoCrayon/throttled-py tiene un índice de salud de 72 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Engineering Quality (92/100) y la más baja, Sustainability & Governance (59/100). Se actualizó por última vez hace 37 días. Una sola persona concentra la mayor parte del trabajo reciente.

72
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.

72
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

crayonCuenta personal
77 seguidores49 repositorios públicosdesde ago 2018@Tencent

Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
PyPIthrottled-py3.4.0181.89821hace 45 días

Métricas por categoría

Vitalidad

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

75Bueno · 22% del índice global
Cómo se puntúa
18/36Recencia de push — último push hace 37 días
14.5/36Cadencia de commits — 21/52 semanas con commits
15.9/18Volumen de commits — 58 commits en el último año
10/10OpenSSF Scorecard: Maintained — 11 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year58
human_commit_share0,89
days_since_last_push37
active_weeks_last_year21
Cómo se puntúa
27/27Publica versiones — 21 versiones publicadas
36/36Recencia de las versiones — última versión hace 45 días
27/27Cadencia de publicación — una versión cada ~36,2 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count21
latest_release_tagv3.4.0
releases_from_tagsno
days_since_latest_release45
mean_days_between_releases36,2
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?

72Bueno · 18% del índice global
Cómo se puntúa
45.5/60Estrellas — 642 estrellas
12.8/25Forks — 35 forks
0/15Observadores — 2 observadores
Datos de entrada utilizados
forks35
stars642
watchers2
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
70.1/80Descargas mensuales — 181.898 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesthrottled-py
dependents
ecosystemspypi
total_downloads
monthly_downloads181.898
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?

59Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
1.6/22.5Distribución de commits — el principal contribuyente firma el 93% de los commits
6.8/13.5Amplitud de contribuyentes — 5 contribuyentes
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Datos de entrada utilizados
bus_factor1
contributors_sampled5
top_contributor_share0,929
Cómo se puntúa
26.2/46.8Resolución de issues — 56% de issues cerradas
37/38.3Aceptación de PR — 143/148 PR decididos fusionados
4.5/15OpenSSF Scorecard: Code-Review — Found 6/19 approved changesets -- score normalized to 3
Datos de entrada utilizados
merged_prs143
open_issues11
closed_issues14
issue_closed_ratio0,56
closed_unmerged_prs5
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
13.6/25Alcance del propietario — 77 seguidores de ZhuoZhuoCrayon
24.4/25Trayectoria — 49 repos públicos, cuenta de ~8 años
Datos de entrada utilizados
followers77
owner_typeUser
is_verified
owner_loginZhuoZhuoCrayon
public_repos49
account_age_days2920
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 45 días
20/20Historial de versiones — 21 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesthrottled-py
ecosystemspypi
any_deprecatedno
min_days_since_publish45

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 — 5 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 — 30 out of 30 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

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://throttled-py.readthedocs.io
10/10Descripción del repositorio
10/10Topics — 12 topics
0/10Wiki
Datos de entrada utilizados
topicsgcra, python, rate-limiter, throttler, rate-limiting, redis, token-bucket, in-memory, throttling, rate-limit, asyncio, async
has_wikino
homepagehttps://throttled-py.readthedocs.io
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?

65Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 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
2.2/7.5Code-Review — Found 6/19 approved changesets -- score normalized to 3
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
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 — 11 commit(s) and 1 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
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,6
Excluidos de la puntuación (sin datos o no aplicable): 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
0/25Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories8
affected_packages3
assessed_packages115
unassessed_packages6
affected_by_severitycritical 1, high 2
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos, Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejaron 115 dependencias resueltas con OSV. 6 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido o fuera de la lista de paquetes informada. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. 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.

76Bueno · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — .github/copilot-instructions.md, .github/instructions/use-skills.instructions.md, AGENTS.md
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 89 de 89 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share1
agent_instruction_files.github/copilot-instructions.md, .github/instructions/use-skills.instructions.md, AGENTS.md
agent_instruction_max_bytes9604
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 — throttled/py.typed
10/10Entorno reproducible — lockfile
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
8/8Mantenimiento automatizado — 11 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
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_filesMakefile, docs/Makefile
has_devcontainerno
has_linter_config
typecheck_configsthrottled/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0,11
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (throttled/py.typed)
55/55Tamaños de archivo manejables — 0/154 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes13.184
source_files_sampled154
oversized_source_files0
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalno
api_schema_files

Datos clave

642estrellas de GitHub
5contribuidores
58commits en los últimos 12 meses
37días desde el último push
21versiones publicadas
1factor bus
11issues 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 ★ / 35 ⇿
0Estrellas
35Forks
21Versiones

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.

01325383542025-022025-112026-07
Mayor 2Menor 7Parche 12

Cada punto abarca 2 días.

OpenSSF Scorecard 5.6 / 10
5.6agregado

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 · 2026-07-31 05:34 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 6/19 approved changesets -- score normalized to 3
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained11 commit(s) and 1 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
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
Todas las dependencias 121

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 121 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIaccessible-pygments0.0.5indirecta
PyPIalabaster1.0.0indirecta
PyPIannotated-doc0.0.4indirecta
PyPIannotated-types0.7.0indirecta
PyPIanyio4.13.0indirecta
PyPIasttokens3.0.0indirecta
PyPIasync-timeout5.0.1indirecta
PyPIbabel2.17.0indirecta
PyPIbackports-asyncio-runner1.2.0indirecta
PyPIbackports-tarfile1.2.0indirecta
PyPIbeautifulsoup44.14.2indirecta
PyPIbuild1.3.0indirecta
PyPIcertifi2025.10.5indirecta
PyPIcffi2.0.0indirecta
PyPIcharset-normalizer3.4.4indirecta
PyPIcolorama0.4.6indirecta
PyPIcoverage7.11.0indirecta
PyPIcryptography48.0.1indirecta
PyPIdecorator5.2.1indirecta
PyPIdocutils0.21.2indirecta
PyPIexceptiongroup1.3.0indirecta
PyPIexecnet2.1.2indirecta
PyPIexecuting2.2.1indirecta
PyPIfakeredis2.32.0indirecta
PyPIfastapi0.136.1indirecta
PyPIh110.16.0indirecta
PyPIhatchling1.27.0indirecta
PyPIhttpcore1.0.9indirecta
PyPIhttpx0.28.1indirecta
PyPIid1.5.0indirecta
PyPIidna3.15indirecta
PyPIimagesize1.4.1indirecta
PyPIimportlib-metadata8.7.0indirecta
PyPIiniconfig2.3.0indirecta
PyPIipython8.37.0indirecta
PyPIipython9.6.0indirecta
PyPIipython-pygments-lexers1.1.1indirecta
PyPIjaraco-classes3.4.0indirecta
PyPIjaraco-context6.0.1indirecta
PyPIjaraco-functools4.3.0indirecta
PyPIjedi0.19.2indirecta
PyPIjeepney0.9.0indirecta
PyPIjinja23.1.6indirecta
PyPIkeyring25.6.0indirecta
PyPIlibrt0.8.1indirecta
PyPIlupa2.6indirecta
PyPImarkdown-it-py4.0.0indirecta
PyPImarkupsafe3.0.3indirecta
PyPImatplotlib-inline0.2.1indirecta
PyPImdurl0.1.2indirecta
PyPImore-itertools10.8.0indirecta
PyPImypy1.20.0indirecta
PyPImypy-extensions1.1.0indirecta
PyPInh30.3.1indirecta
PyPIopentelemetry-api1.39.1indirecta
PyPIopentelemetry-sdk1.39.1indirecta
PyPIopentelemetry-semantic-conventions0.60b1indirecta
PyPIpackaging25.0indirecta
PyPIparso0.8.5indirecta
PyPIpathspec1.0.4indirecta
PyPIpexpect4.9.0indirecta
PyPIpluggy1.6.0indirecta
PyPIprek0.2.25indirecta
PyPIprompt-toolkit3.0.52indirecta
PyPIptyprocess0.7.0indirecta
PyPIpure-eval0.2.3indirecta
PyPIpycparser2.23indirecta
PyPIpydantic2.13.4indirecta
PyPIpydantic-core2.46.4indirecta
PyPIpydata-sphinx-theme0.15.4indirecta
PyPIpygments2.20.0indirecta
PyPIpyproject-hooks1.2.0indirecta
PyPIpytest9.0.3indirecta
PyPIpytest-asyncio1.3.0indirecta
PyPIpytest-cov7.0.0indirecta
PyPIpytest-xdist3.8.0indirecta
PyPIpywin32-ctypes0.2.3indirecta
PyPIreadme-renderer44.0indirecta
PyPIredis6.4.0indirecta
PyPIrequests2.33.0indirecta
PyPIrequests-toolbelt1.0.0indirecta
PyPIrfc39862.0.0indirecta
PyPIrich14.2.0indirecta
PyPIroman-numerals-py3.1.0indirecta
PyPIruff0.14.2indirecta
PyPIsecretstorage3.4.0indirecta
PyPIsnowballstemmer3.0.1indirecta
PyPIsortedcontainers2.4.0indirecta
PyPIsoupsieve2.8indirecta
PyPIsphinxindirecta
PyPIsphinx8.1.3indirecta
PyPIsphinx8.2.3indirecta
PyPIsphinx-autodoc-typehintsindirecta
PyPIsphinx-autodoc-typehints3.0.1indirecta
PyPIsphinx-autodoc-typehints3.5.2indirecta
PyPIsphinx-book-themeindirecta
PyPIsphinx-book-theme1.1.4indirecta
PyPIsphinx-copybuttonindirecta
PyPIsphinx-copybutton0.5.2indirecta
PyPIsphinx-designindirecta
PyPIsphinx-design0.6.1indirecta
PyPIsphinx-thebeindirecta
PyPIsphinx-thebe0.3.1indirecta
PyPIsphinxcontrib-applehelp2.0.0indirecta
PyPIsphinxcontrib-devhelp2.0.0indirecta
PyPIsphinxcontrib-htmlhelp2.1.0indirecta
PyPIsphinxcontrib-jsmath1.0.1indirecta
PyPIsphinxcontrib-qthelp2.0.0indirecta
PyPIsphinxcontrib-serializinghtml2.0.0indirecta
PyPIstack-data0.6.3indirecta
PyPIstarlette1.3.1indirecta
PyPIthrottled-py3.4.0indirecta
PyPItomli2.3.0indirecta
PyPItraitlets5.14.3indirecta
PyPItrove-classifiers2025.9.11.17indirecta
PyPItwine6.2.0indirecta
PyPItyping-extensions4.15.0indirecta
PyPItyping-inspection0.4.2indirecta
PyPIurllib32.7.0indirecta
PyPIwcwidth0.2.14indirecta
PyPIzipp3.23.0indirecta
Avisos de dependencias 3

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 115 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 3 tienen avisos conocidos, de los cuales 0 son directas. 6 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido, o fuera de la lista de paquetes informada.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
lupa2.6indirectacrítica2
jaraco-context6.0.1indirectaalta26.1.0
soupsieve2.8indirectaalta42.8.4

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
{
  "data": {
    "repo": {
      "topics": [
        "gcra",
        "python",
        "rate-limiter",
        "throttler",
        "rate-limiting",
        "redis",
        "token-bucket",
        "in-memory",
        "throttling",
        "rate-limit",
        "asyncio",
        "async"
      ],
      "is_fork": false,
      "size_kb": 1970,
      "has_wiki": false,
      "homepage": "https://throttled-py.readthedocs.io",
      "languages": {
        "Lua": 10136,
        "Python": 375742,
        "Makefile": 1057
      },
      "pushed_at": "2026-06-24T02:23:28Z",
      "created_at": "2025-01-05T03:17:28Z",
      "owner_type": "User",
      "updated_at": "2026-07-29T03:11:40Z",
      "description": "🔧 High-performance Python rate limiting library with multiple algorithms (Fixed Window, Sliding Window, Token Bucket, Leaky Bucket & GCRA) and storage backends (Redis, In-Memory).",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "crayon",
      "type": "User",
      "login": "ZhuoZhuoCrayon",
      "company": "@Tencent",
      "location": "ShenZhen, China",
      "followers": 77,
      "avatar_url": "https://avatars.githubusercontent.com/u/42019787?v=4",
      "created_at": "2018-08-02T03:44:48Z",
      "is_verified": null,
      "public_repos": 49,
      "account_age_days": 2920
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v3.4.0",
          "kind": "minor",
          "published_at": "2026-06-15T16:39:46Z"
        },
        {
          "tag": "v3.3.1",
          "kind": "patch",
          "published_at": "2026-05-17T15:20:20Z"
        },
        {
          "tag": "v3.3.0",
          "kind": "minor",
          "published_at": "2026-05-01T15:31:33Z"
        },
        {
          "tag": "v3.2.0",
          "kind": "minor",
          "published_at": "2026-04-03T01:38:07Z"
        },
        {
          "tag": "v3.1.1",
          "kind": "patch",
          "published_at": "2026-01-15T19:14:41Z"
        },
        {
          "tag": "v3.1.0",
          "kind": "minor",
          "published_at": "2025-12-29T16:38:20Z"
        },
        {
          "tag": "v3.0.1",
          "kind": "patch",
          "published_at": "2025-11-26T18:14:18Z"
        },
        {
          "tag": "v3.0.0",
          "kind": "major",
          "published_at": "2025-11-18T16:41:19Z"
        },
        {
          "tag": "v2.2.3",
          "kind": "patch",
          "published_at": "2025-08-30T04:05:41Z"
        },
        {
          "tag": "v2.2.2",
          "kind": "patch",
          "published_at": "2025-07-25T01:59:02Z"
        },
        {
          "tag": "v2.2.1",
          "kind": "patch",
          "published_at": "2025-06-29T03:25:26Z"
        },
        {
          "tag": "v2.2.0",
          "kind": "minor",
          "published_at": "2025-05-31T07:03:33Z"
        },
        {
          "tag": "v2.1.0",
          "kind": "minor",
          "published_at": "2025-05-25T19:04:43Z"
        },
        {
          "tag": "v2.0.2",
          "kind": "patch",
          "published_at": "2025-05-02T16:30:49Z"
        },
        {
          "tag": "v2.0.1",
          "kind": "patch",
          "published_at": "2025-05-02T04:53:17Z"
        },
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2025-04-21T16:22:00Z"
        },
        {
          "tag": "v1.1.1",
          "kind": "patch",
          "published_at": "2025-04-19T13:09:53Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2025-04-16T17:08:26Z"
        },
        {
          "tag": "v1.0.3",
          "kind": "patch",
          "published_at": "2025-04-10T01:31:38Z"
        },
        {
          "tag": "v1.0.2",
          "kind": "patch",
          "published_at": "2025-03-29T14:32:01Z"
        },
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2025-03-14T01:58:45Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "fb8297b3e2a3b6267bb7c1a8dee4b3af3c80fec9",
          "body": "Bumps [cryptography](https://github.com/pyca/cryptography) from 46.0.7 to 48.0.1.\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pyca/cryptography/compare/46.0.7...48.0.1)\n\n---\nupdated-dependencies:\n- dependency-name: cryptography\n  dependency-version: 48.0.1\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": "build(deps): bump cryptography from 46.0.7 to 48.0.1 (#172)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-24T02:23:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c28cc2c72811de758147407de812a6a8bc79f5f",
          "body": "Bumps [starlette](https://github.com/Kludex/starlette) from 1.0.0 to 1.3.1.\n- [Release notes](https://github.com/Kludex/starlette/releases)\n- [Changelog](https://github.com/Kludex/starlette/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/starlette/compare/1.0.0...1.3.1)\n\n---\nu\n[…]\ntte\n  dependency-version: 1.3.1\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": "build(deps): bump starlette from 1.0.0 to 1.3.1 (#171)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-20T02:37:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9ae6d4796560cd6fd03309cab965a9f6dd022bb8",
          "body": "Bumps [idna](https://github.com/kjd/idna) from 3.11 to 3.15.\n- [Release notes](https://github.com/kjd/idna/releases)\n- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)\n- [Commits](https://github.com/kjd/idna/compare/v3.11...v3.15)\n\n---\nupdated-dependencies:\n- dependency-name: idna\n  dependency-version: '3.15'\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": "build(deps): bump idna from 3.11 to 3.15 (#170)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-17T09:25:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98ae718754be42be42401e2593b8dcb9d27f6899",
          "body": null,
          "is_bot": false,
          "headline": "docs: release v3.4.0 (#169)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-06-15T16:36:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34780e2dadda6eb84f6c47d1bc805f1075a303e2",
          "body": "* fix: map StoreUnavailableError to HTTP 503 in FastAPI contrib\n\nCatch StoreUnavailableError around the limiter check.\n\nWhen the app has an exact StoreUnavailableError handler, re-raise so\nFastAPI routes to the user handler and emit no log entry.\n\nOtherwise log via the module logger and raise HTTPEx\n[…]\nttledError handler does not preempt the default\n503 mapping, because the wrapper short-circuits before Starlette's\nMRO dispatch.\n\n* fix: dispatch store-unavailable through Starlette handler MRO (#167)",
          "is_bot": false,
          "headline": "fix: map StoreUnavailableError to HTTP 503 in FastAPI contrib (#168)",
          "author_name": "Seongeun Yu",
          "author_login": "s3ich4n",
          "committed_at": "2026-05-31T02:27:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "adccfb2898ab23a19364289433fef71bb4a59e5b",
          "body": "…158)\n\n* chore: add fastapi extras and httpx dev dependency (#149)\n\n* feat: add rate-limit key composition and request key extraction (#149)\n\n* feat: add rate-limit exception and HTTP 429 handler (#149)\n\n* feat: add RateLimitMiddleware for success header injection (#149)\n\n* feat: add async Limiter d\n[…]\nponses\" with rate-limit-checked\nsemantics across middleware, headers, and keys docstrings.\n\n* fix: align FastAPI store types after main rebase (#149)\n\n* chore: update lockfile after main rebase (#149)",
          "is_bot": false,
          "headline": "feat: add FastAPI integration for route-level rate limiting (#149) (#…",
          "author_name": "Seongeun Yu",
          "author_login": "s3ich4n",
          "committed_at": "2026-05-19T16:58:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "827ce562e0057b24437a22d91388ec83a604d323",
          "body": null,
          "is_bot": false,
          "headline": "docs: release v3.3.1 (#166)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-05-17T15:18:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88e1db34bdb260f6a1f9b945d0f11038df76281a",
          "body": "Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.6.3 to 2.7.0.\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n- [Commits](https://github.com/urllib3/urllib3/compare/2.6.3...2.7.0)\n\n---\nupdated-dependenc\n[…]\nib3\n  dependency-version: 2.7.0\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": "build(deps): bump urllib3 from 2.6.3 to 2.7.0 (#165)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-17T14:53:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ce52740432c6372ec3fab643bd8bb992fe926414",
          "body": "* refactor: simplify inheritance chain\n\n* refactor: update class names and improve documentation for atomic actions\n\n* docs: enhance documentation for store backend configuration details",
          "is_bot": false,
          "headline": "refactor: simplify inheritance chain (#164)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-05-17T14:42:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bacfe81c37d5dade6a4b9eeb1f79e0c31876d025",
          "body": "* perf: standardize store unavailable error handling\n\n* perf: update base_exceptions type to Exception for improved error handling",
          "is_bot": false,
          "headline": "perf: standardize store unavailable error handling (#163)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-05-06T02:55:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bdc08b537e9c5c244c71f2ab54439741cca4ae5",
          "body": null,
          "is_bot": false,
          "headline": "docs: refine agent and contribution guidance (#162)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-05-02T16:19:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d326a8e24a8d9375cb7926829947a11023518ac6",
          "body": "Bumps [pytest](https://github.com/pytest-dev/pytest) from 8.4.2 to 9.0.3.\n- [Release notes](https://github.com/pytest-dev/pytest/releases)\n- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pytest-dev/pytest/compare/8.4.2...9.0.3)\n\n---\nupdated-\n[…]\nndency-version: 9.0.3\n  dependency-type: direct:development\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": "build(deps-dev): bump pytest from 8.4.2 to 9.0.3 (#161)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-01T15:46:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7aab5e79cda239367954a983939f49f06529a009",
          "body": null,
          "is_bot": false,
          "headline": "docs: release v3.3.0 (#160)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-05-01T15:27:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2588c82cf2e377d3ebcac79da0631bf3419954f8",
          "body": "* refactor: improve type hints for mypy strict compliance\n\n* refactor: enhance type hints for better mypy compliance",
          "is_bot": false,
          "headline": "refactor: improve type hints for mypy strict compliance (#159)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-04-26T02:57:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d1f1ef92351bc02136a1553ce759a87ba0e62ef",
          "body": "Bumps [cryptography](https://github.com/pyca/cryptography) from 46.0.6 to 46.0.7.\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pyca/cryptography/compare/46.0.6...46.0.7)\n\n---\nupdated-dependencies:\n- dependency-name: cryptography\n  dependency-version: 46.0.7\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": "build(deps): bump cryptography from 46.0.6 to 46.0.7 (#148)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-11T03:32:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ea6a8d314ee269659d9cec05f55cc67790f39910",
          "body": "…6) (#147)\n\n* docs: remove squash-before-push requirement from CONTRIBUTING.md (#146)\n\n* docs: organize PR checklist into sections (#146)",
          "is_bot": false,
          "headline": "docs: remove squash-before-push requirement from CONTRIBUTING.md (#14…",
          "author_name": "Seongeun Yu",
          "author_login": "s3ich4n",
          "committed_at": "2026-04-11T01:31:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fdffa65e025a50eb5136268d83945fae8fd43395",
          "body": "* feat: add quota DSL parser and string quota support\n\n* feat: refine quota DSL parser, tests, and docs\n\n* docs: codify api and test placement rules in contributing\n\n* docs: align quota string docs and examples (#141)\n\n* docs: clarify default burst value in quota DSL\n\n* docs: make branch sync workfl\n[…]\nast() calls from 6 to 2 (both at the Generic boundary).\n\nMade-with: Cursor\n\n* test(quota_parser): add burst syntax test case\n\nMade-with: Cursor\n\n* fix: update BaseThrottledMixin to use BaseRateLimiter",
          "is_bot": false,
          "headline": "feat: add quota DSL parser and string quota support (#141)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-04-06T14:04:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1fb79d275f24736203548bebce3b16baca27e9cd",
          "body": "- Validate hook types at initialization. Sync Throttled accepts only\n  Hook, and async Throttled accepts only AsyncHook. Invalid hook types\n  now raise TypeError.\n- Log hook-chain exceptions with module loggers instead of swallowing\n  them silently.\n- Store hooks as immutable tuples, align hook-chain typing and docs\n  with Sequence, add missing async test coverage, and update the hook\n  documentation.",
          "is_bot": false,
          "headline": "feat(hook): add hook type validation and exception logging (#134) (#135)",
          "author_name": "Seongeun Yu",
          "author_login": "s3ich4n",
          "committed_at": "2026-04-06T10:47:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86e8d36147fb7ab3542d2ee300d700a64d6b37a9",
          "body": "* docs: align README python badge and extras with pyproject\n\n* docs: clarify python support and speed up local test commands\n\n* docs: align installation guide with published extras\n\n* docs: clarify pre-3.10 install constraint wording",
          "is_bot": false,
          "headline": "docs: align README python badge and extras with pyproject (#144)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-04-06T04:52:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ee85add543977617e43bae9e37fa2122885f30d",
          "body": "* ci: add strict mypy hook and type-check lint rules\n\n* fix: pin mypy in dev deps and exempt ANN rules for tests\n\n- Add mypy>=1.15 to the dev dependency group and lock it (v1.20.0),\n  replacing the unpinned uv run --with mypy approach.\n- Add ANN to per-file-ignores for tests/**/*.py so test functions\n  are not required to carry full type annotations.",
          "is_bot": false,
          "headline": "ci: add strict mypy hook and type-check lint rules (#142)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-04-05T02:38:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3530803d0da1128560d266421e6c6d76a63958fb",
          "body": "* docs: add AGENTS guidance and branch naming rules\n\n* docs: add commit convention reference to AGENTS.md guardrails section",
          "is_bot": false,
          "headline": "docs: add AGENTS guidance and branch naming rules (#143)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-04-05T02:32:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8f7a0f841509b712ce3ce9e2be7878158132ecc",
          "body": "* docs: release v3.2.0\n\n* fix(docs): correct RST markup and badge alt text\n\n- Replace Markdown link syntax with plain text for dependabot attribution in .rst files\n- Fix Pepy downloads badge alt text from \"Coverage Status\" to \"Downloads\"",
          "is_bot": false,
          "headline": "docs: release v3.2.0 (#140)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-04-03T01:35:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69ca62e870b928a90e993362b73c381f21f87385",
          "body": "Bumps [cryptography](https://github.com/pyca/cryptography) from 46.0.5 to 46.0.6.\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pyca/cryptography/compare/46.0.5...46.0.6)\n\n---\nupdated-dependencies:\n- dependency-name: cryptography\n  dependency-version: 46.0.6\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": "build(deps): bump cryptography from 46.0.5 to 46.0.6 (#139)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-02T15:59:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07c0d30907b1d5110acca87e2fda77555061213d",
          "body": "Bumps [pygments](https://github.com/pygments/pygments) from 2.19.2 to 2.20.0.\n- [Release notes](https://github.com/pygments/pygments/releases)\n- [Changelog](https://github.com/pygments/pygments/blob/master/CHANGES)\n- [Commits](https://github.com/pygments/pygments/compare/2.19.2...2.20.0)\n\n---\nupdate\n[…]\nts\n  dependency-version: 2.20.0\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": "build(deps): bump pygments from 2.19.2 to 2.20.0 (#138)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-02T15:35:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dfe10cd83fbf369a90c117bbedd23d6e8fb64e3b",
          "body": "Bumps [requests](https://github.com/psf/requests) from 2.32.5 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/v2.32.5...v2.33.0)\n\n---\nupdated-dependencies:\n-\n[…]\nts\n  dependency-version: 2.33.0\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": "build(deps): bump requests from 2.32.5 to 2.33.0 (#137)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-02T14:41:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ab16e7e5e3ff5e20a1850be20494093335b76f45",
          "body": "…133)\n\n- Add Hook base class and build_hook_chain for async middleware\n- Add OTelHook for OpenTelemetry metrics in async contexts\n- Integrate hook system into sync and async Throttled classes\n- Add async tabs to hooks.rst and opentelemetry.rst documentation\n- Add Hook, OTelHook to API reference (async namespace)\n- Add example scripts for hooks, custom hooks, and OTel hooks (sync + async)",
          "is_bot": false,
          "headline": "feat(hook): add async hook system with OpenTelemetry support (#37) (#…",
          "author_name": "Seongeun Yu",
          "author_login": "s3ich4n",
          "committed_at": "2026-03-09T12:51:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "05639d9c76ef4c4db063887c8ad89f0a035c5c7b",
          "body": "Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.5.0 to 2.6.3.\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n- [Commits](https://github.com/urllib3/urllib3/compare/2.5.0...2.6.3)\n\n---\nupdated-dependenc\n[…]\nib3\n  dependency-version: 2.6.3\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": "build(deps): bump urllib3 from 2.5.0 to 2.6.3 (#129)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-02-23T03:04:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9196a5dbaf3c0de04ac9c79a71aff7501d484591",
          "body": "Bumps [cryptography](https://github.com/pyca/cryptography) from 46.0.3 to 46.0.5.\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pyca/cryptography/compare/46.0.3...46.0.5)\n\n---\nupdated-dependencies:\n- dependency-name: cryptography\n  dependency-version: 46.0.5\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": "build(deps): bump cryptography from 46.0.3 to 46.0.5 (#132)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-02-23T02:35:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53e226cbeba90ab0fd6550594abf5485c6da480b",
          "body": "…r (#131)",
          "is_bot": false,
          "headline": "ci: support scoped conventional commits in release-drafter autolabele…",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-02-22T04:10:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b5a1cfd6acaebebb8d501ad97e9c6e5c05178d65",
          "body": null,
          "is_bot": false,
          "headline": "docs: add contributing guide and PR template (#127) (#130)",
          "author_name": "Seongeun Yu",
          "author_login": "s3ich4n",
          "committed_at": "2026-02-13T01:19:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0195a5a3c18baf7b27c1ce167bbcd7c6cdac9700",
          "body": "feat: add hook system with OpenTelemetry support (#37)\n\nChanges:\n\n* Introduces a generic hook middleware API (Hook, HookContext) and integrates it into Throttled.limit().\n* Adds an OpenTelemetry contrib hook (OTelHook) that records request counts and latency.\n* Adds OTel dependencies (optional + dev), documentation, and tests for hooks + OTel integration.",
          "is_bot": false,
          "headline": "feat: add hook system with OpenTelemetry support (#37) (#125)",
          "author_name": "Seongeun Yu",
          "author_login": "s3ich4n",
          "committed_at": "2026-01-27T02:27:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77f3b398fb7af49b909dc8dd92004e2516a4113a",
          "body": null,
          "is_bot": false,
          "headline": "ci: skip coverage comment in forked PRs (#128)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-01-26T12:19:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b68ff56251fea635eac1fbc9a32143537b31316",
          "body": "* ci: update GitHub token reference and improve code quality\n\n* test: convert test_throttled.py to async fixtures",
          "is_bot": false,
          "headline": "ci: update GitHub token reference and improve code quality (#126)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-01-24T15:36:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8775651f99a6c5d991ad508415b3b340270b5034",
          "body": null,
          "is_bot": false,
          "headline": "ci: add pre-release automation skill (#124)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-01-19T16:07:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69195cdc49b491269c9801d4bbe7d008a1e60b7c",
          "body": null,
          "is_bot": false,
          "headline": "docs: release v3.1.1 (#123)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-01-15T19:12:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "744461b7d83f0ac1d2136de5fcfde1607fa85bb1",
          "body": "* ci: add AI-driven automated pre-release preparation\n\n* docs: update release instructions with repo variable",
          "is_bot": false,
          "headline": "ci: add AI-driven automated pre-release preparation (#122)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-01-15T19:01:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "025fffbd19a585d5ccfc522f1aec0a2550ccd3a7",
          "body": "…ervation (#120)",
          "is_bot": false,
          "headline": "fix: add @wraps decorator to inner functions for better metadata pres…",
          "author_name": "Maksim Zayats",
          "author_login": "maksimzayats",
          "committed_at": "2026-01-14T02:40:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2fa367b12201ca45924ae752dda0871b0c069955",
          "body": null,
          "is_bot": false,
          "headline": "ci: remove token configuration from commitlint action (#121)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-01-14T02:37:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c69e62ac8dadada50b159acfc087f1e249db0130",
          "body": null,
          "is_bot": false,
          "headline": "ci: use prek as an alternative to pre-commit (#119)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2026-01-01T16:39:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29dff4c538366056fe5d540d457e296d12e5d5ee",
          "body": null,
          "is_bot": false,
          "headline": "docs: release v3.1.0 (#118)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-12-29T16:35:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df1daaff187dbd74bb8546473be2dc34690e3a4a",
          "body": "* feat: add support for Redis cluster mode (#92)\n\n* feat: enhance Redis cluster and sentinel examples with authentication options\n\n* docs: update Redis backend mode descriptions",
          "is_bot": false,
          "headline": "feat: add support for Redis cluster mode (#92) (#117)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-12-28T16:56:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d595a84747a648a31d6f167033a81630d66db23",
          "body": null,
          "is_bot": false,
          "headline": "docs: optimize document code box style (#116)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-12-21T13:30:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e637ed25a24a5147285e2bf455c5a6b8b7c4516",
          "body": "…(#115)\n\n* perf: simplify RedisStore configuration using the standard Redis URL\n\n* fix: fix Redis config docs, tests & code issues",
          "is_bot": false,
          "headline": "perf: simplify RedisStore configuration using the standard Redis URL …",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-12-21T05:42:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bfd26c7340791c35304c8e7c0d0cf7b191333ee",
          "body": "* docs: release v3.0.1",
          "is_bot": false,
          "headline": "docs: release v3.0.1 (#114)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-11-26T18:04:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "595c1190067fe2802b37c0bd27fbcb88ecd92876",
          "body": null,
          "is_bot": false,
          "headline": "build: add py.typed file for type hinting support (#113) (resolved #112)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-11-26T17:47:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "768bc1a18ad96d2cbccc5d8ef80a11686b61d0a8",
          "body": "* docs: release v3.0.0\n* build: upgrade throttled-py to v3.0.0\n* style: python -> Python",
          "is_bot": false,
          "headline": "docs: release v3.0.0 (#109)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-11-18T16:33:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e143042f36359b500c2e72c52c97c52897419cff",
          "body": "…ithms (#108)",
          "is_bot": false,
          "headline": "perf: replace manual timestamp with Redis server time in bucket algor…",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-11-17T03:30:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49621f74f5b25e8246c9b6dd5518e2c62cf7c9c8",
          "body": null,
          "is_bot": false,
          "headline": "docs: update Python badge to use Shields.io format (#107)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-11-17T03:19:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73ffc9d47f447e831012ea882e992abc4fb3f458",
          "body": null,
          "is_bot": false,
          "headline": "ci: adjust release draft categories and labels (#106)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-11-17T02:52:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b0eb270e50702d3a39e1bbdf5adb8b0a82a66d5",
          "body": "* docs: strengthen Copilot review acknowledgment rules\n* style: reformat Copilot instructions for readability",
          "is_bot": false,
          "headline": "docs: strengthen Copilot review acknowledgment rules (#105)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-11-17T01:58:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f2dfe11dc3ed29fcab449965105b3d90d8087fa",
          "body": "…rt (#103)",
          "is_bot": false,
          "headline": "ci: speed up pytest execution by adding parallel test execution suppo…",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-11-16T17:39:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5311350b121a754f8ec3722385f9448c531f9311",
          "body": "* docs: add PR guideline confirmation requirement\n\n* docs: add PR guideline confirmation requirement",
          "is_bot": false,
          "headline": "docs: add PR guideline confirmation requirement (#102)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-11-16T17:28:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f12c96da6e5a131d29d94ef7c13b533c33d2af28",
          "body": "… (#101)",
          "is_bot": false,
          "headline": "perf: optimize bucket counting accuracy in high-concurrency scenarios…",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-11-16T17:14:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db30f33d9190e2bd079ce04ca83a1a106d46e0d9",
          "body": "* docs: add GitHub Copilot code review guidelines",
          "is_bot": false,
          "headline": "docs: add GitHub Copilot code review guidelines (#100)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-11-16T16:41:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33809e4ac4eced259f70a5209843f4ef16a54777",
          "body": null,
          "is_bot": false,
          "headline": "feat: add support for python 3.13 and 3.14 (#98)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-10-27T11:48:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4326147a0010a0b3a0ee396531e27af7c0af7e38",
          "body": "In addition, the version restrictions on `redis-py` have also been relaxed. (#96)\n\nBREAKING CHANGE:\n- Drop support for python 3.8 and 3.9.\n- The minimum required Python version is now 3.10.",
          "is_bot": false,
          "headline": "build: migrate from Poetry to Hatch and uv (#97)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-10-27T04:24:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b621009701f911abe59e37806753fe24a4b47c94",
          "body": "* docs: release v2.2.3\n\n* docs: update version to v2.2.3 in changelog files",
          "is_bot": false,
          "headline": "docs: release v2.2.3 (#95)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-08-30T04:04:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "542fc2a10672b688a70a5552876f65b15ad25133",
          "body": "* fix: removed redundant prompt logs during registration (fixed #93)",
          "is_bot": false,
          "headline": "fix: removed redundant prompt logs during registration (fixed #93) (#94)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-08-30T03:40:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8dd78c7417236ce2c77e6607002e926caaed5941",
          "body": "* docs: release v2.2.2\n\n* docs: update link for English documents in CHANGELOG for v2.2.2",
          "is_bot": false,
          "headline": "docs: release v2.2.2 (#91)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-07-24T17:07:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4ab3c6fc00470ef524f05e743c4ab838bafb248",
          "body": "* docs: add API reference documentation\n\n* docs: enhance docstrings for store classes\n\n* docs: update documentation with proper class and method references",
          "is_bot": false,
          "headline": "docs: add API reference documentation (#90)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-07-22T02:34:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "357cd514641b0b159e30dd8449f6bd8cdd6f2133",
          "body": "* fix: fixed the inaccurate retry_after issue for \"Sliding Window\"\n\n* test: fixed test",
          "is_bot": false,
          "headline": "fix: fixed the inaccurate retry_after issue for \"Sliding Window\" (#89)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-07-08T01:33:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dbb5743f319becd449310a0a0ea4941b17f4a443",
          "body": "* docs: release v2.2.1\n\n* docs: update documentation links and formatting",
          "is_bot": false,
          "headline": "docs: release v2.2.1 (#88)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-06-29T03:18:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dadc608bcae78731e26c67b046abe63650571c5d",
          "body": "…king Bucket\" (#87)\n\n* fix: fixed the inaccurate retry_after issue for \"Token Bucket\" & \"Leaking Bucket\"\n\n* style: adjust retry_after value and remove debug print\n\n* test: update assertion call in test_leaking_bucket",
          "is_bot": false,
          "headline": "fix: fixed the inaccurate retry_after issue for \"Token Bucket\" & \"Lea…",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-06-29T02:32:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3c82df074d1740ae291b6efa3416e84383be87f",
          "body": null,
          "is_bot": false,
          "headline": "ci: update changelog link format in release drafter config (#86)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-06-28T11:09:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aafdfc0d5d917c2ce9c0c32c43826ec795fecdc5",
          "body": "* perf: added support for cost=0 in Throttled",
          "is_bot": false,
          "headline": "perf: added support for cost=0 in Throttled (#85)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-06-28T10:05:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86f3261f056a36f14253f41b25f662f6e6430112",
          "body": null,
          "is_bot": false,
          "headline": "docs: fix changelog links (#84)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-06-22T14:55:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "010b8f4787fc7ebd6d23401954a0fae2f44edd52",
          "body": null,
          "is_bot": false,
          "headline": "docs: update changelogs, add benchmarks, and refactor styles (#83)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-06-22T14:42:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "782a109290cffa48de7a27364018a1c1c41487e7",
          "body": "… (#82)",
          "is_bot": false,
          "headline": "docs: update Sphinx configuration to include project root in sys.path…",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-06-20T12:32:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dff5eaa14c9f7c2d8812301c88fb9a8b65804fb4",
          "body": null,
          "is_bot": false,
          "headline": "docs: update Sphinx config and requirements (#81)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-06-20T12:09:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f086ca8730628bab78ac60c9043897c1ad9f4d8b",
          "body": "* docs: added throttled-py usage documentation",
          "is_bot": false,
          "headline": "docs: added throttled-py usage documentation (#80)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-06-19T16:35:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c77ec813f9a5c797ac605f1969e12d9a290ebd33",
          "body": "* docs: release v2.2.0",
          "is_bot": false,
          "headline": "docs: release v2.2.0 (#78)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-31T06:58:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "713d17801ffd2624d2f85688c4956195f597fd04",
          "body": "* feat: enhance Throttled decorator with cost parameter",
          "is_bot": false,
          "headline": "feat: enhance Throttled decorator with cost parameter (#77)",
          "author_name": "River-Shi",
          "author_login": "river-walras",
          "committed_at": "2025-05-31T06:30:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3dfc1696e822cf354de7944106a464d56c993e8",
          "body": null,
          "is_bot": false,
          "headline": "docs: add HelloGitHub recommendation badge to README (#76)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-28T16:04:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "454b9d886a80de8bb34797105fd35d961365bccb",
          "body": "* docs: release v2.1.0\n\n* docs: update changelog for v2.1.0 release",
          "is_bot": false,
          "headline": "docs: release v2.1.0 (#75)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-25T19:02:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "605344c526ad800826492982414cd63b3360470c",
          "body": null,
          "is_bot": false,
          "headline": "docs: add asyncio example (#74)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-25T18:31:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a08f1df79e74ffb77a8b52c7ac7b9bd5319b635",
          "body": "* feat: add async support for Throttled (issue #36)\n\n* fix: update Callable type hint to use ellipsis for variable arguments",
          "is_bot": false,
          "headline": "feat: add async support for Throttled (issue #36) (#73)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-25T17:50:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c117764bebf1171ab40e02b1c44b81dc7d57356",
          "body": null,
          "is_bot": false,
          "headline": "feat: implement \"GCRA\" Rate Limiter with async support (issue #36) (#72)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-25T03:37:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "01d7569d331bd3055a42984fb3facc2b8b9ca3da",
          "body": "… #36) (#71)\n\n* feat: implement \"Token Bucket\" Rate Limiter with async support (issue #36)\n\n* test: replace time.sleep with asyncio.sleep for async compatibility",
          "is_bot": false,
          "headline": "feat: implement \"Token Bucket\" Rate Limiter with async support (issue…",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-25T02:50:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24772c87fb61c6164dc061b7ac602ee5d5b7562c",
          "body": "…ue #36) (#70)",
          "is_bot": false,
          "headline": "feat: implement \"Sliding Window\" Rate Limiter with async support (iss…",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-24T11:01:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bedb47afb36c8c67356df3cecd35cdc84a3c605e",
          "body": "…ue #36) (#69)\n\n* feat: implement \"Leaking Bucket\" Rate Limiter with async support (issue #36)\n\n* perf: replaced by `asyncio.sleep`\n\n* refactor: update docstrings for AtomicAction classes to reflect Leaking Bucket implementation",
          "is_bot": false,
          "headline": "feat: implement \"Leaking Bucket\" Rate Limiter with async support (iss…",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-24T03:33:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7b52838222be06342083a8cbc1256d93c3033b8",
          "body": "* refactor: simplify rate limiter and store backend implementations\n\n* feat: add format_key utility function and update format_kv type hints",
          "is_bot": false,
          "headline": "refactor: simplify rate limiter and store backend implementations (#68)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-17T10:12:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca29676463cf47d5c14ed0ebf0d08b011c9cbbba",
          "body": "… #36) (#67)\n\n* feat: implement \"Fixed Window\" Rate Limiter with async support (issue #36)",
          "is_bot": false,
          "headline": "feat: implement \"Fixed Window\" Rate Limiter with async support (issue…",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-11T04:49:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73190f78be38d3b5e8aabe699188251a9edfe4ba",
          "body": "* feat: add asyncio-based implementation for RedisStore (issue #36)\n\n* feat: update store fixture to use pytest-asyncio and improve connection pool key handling",
          "is_bot": false,
          "headline": "feat: add asyncio-based implementation for RedisStore (issue #36) (#66)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-10T04:53:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b0d2918e48a14397755c81e2cec716273a976fa",
          "body": null,
          "is_bot": false,
          "headline": "feat: add asyncio-based implementation for MemoryStore (issue #36) (#65)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-05T11:29:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e5d39b32cf05eb1abf8f2ed3eb13d27a8174998e",
          "body": null,
          "is_bot": false,
          "headline": "docs: update README_ZH.md with English link (#64)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-03T09:52:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e6253f927f2430a1352d6f5003f409dcdb7f8101",
          "body": null,
          "is_bot": false,
          "headline": "docs: release v2.0.2 (#63)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-02T16:29:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9279e74e4629a94d475338c5eed457fc19318e32",
          "body": null,
          "is_bot": false,
          "headline": "build: update package metadata & readme navigation links (#62)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-02T16:16:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "02c78db57f6457cb7518d5f059ff91ae391e6890",
          "body": null,
          "is_bot": false,
          "headline": "docs: optimize README navigation (#61)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-02T16:01:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49594b8ccc314826e4d951b5457d6840484d5a1f",
          "body": null,
          "is_bot": false,
          "headline": "docs: optimize quick start examples for low-configuration servers (#60)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-02T11:11:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16140c1a17a3cc04694fb2a81cbf1a95eb694d30",
          "body": null,
          "is_bot": false,
          "headline": "docs: release v2.0.1 (#59)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-02T04:49:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59853d659761b3605fd26bee477f08f1caf1c567",
          "body": "* ci: update regex pattern for ci/skip-changelog\n\n* test: update gcra assertion tolerance",
          "is_bot": false,
          "headline": "ci: update regex pattern for ci/skip-changelog (#58)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-02T04:36:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d3005efca29fc552a3c5d6f1b2120f5885ec187f",
          "body": null,
          "is_bot": false,
          "headline": "docs: update readme with pypi package link (#57)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-02T03:58:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa46c83d8920f20a2e9b8e0b148a906802e0b0db",
          "body": null,
          "is_bot": false,
          "headline": "build: update package metadata (#56)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-01T10:53:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4a5dfd31c6678a008c3a8839446eabd5fc21be3",
          "body": "* perf: optimize rate limiting algorithm performance\n\n* test: update GCRA test assertions",
          "is_bot": false,
          "headline": "perf: optimize rate limiting algorithm performance (#55)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-05-01T10:24:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c81c6d268aea4d8df206af25d56710b11987260b",
          "body": null,
          "is_bot": false,
          "headline": "test: rewrite timer implementation and add callback support (#54)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-04-26T16:16:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3c68ae7a63a2f7b240b801f5d3966a72915bbe0",
          "body": null,
          "is_bot": false,
          "headline": "docs: fix typos in README (#53)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-04-22T02:03:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1cdf1343d608e1ad11f91a108d7871b053499bb4",
          "body": null,
          "is_bot": false,
          "headline": "docs: release v2.0.0 (#52)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-04-21T16:14:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e979edf5866a7121387ae4abdbd60603171b082b",
          "body": "* fix: remove deprecated 'rate_limter' misspelled alias (#38)\n\nBREAKING CHANGE:\n- Removed the misspelled 'rate_limter' alias (correct spelling is 'rate_limiter')\n- This is part of v2.0.0 breaking changes\n- Users must update all code references from 'rate_limter' to 'rate_limiter'\n- Related issue: #38 (https://github.com/ZhuoZhuoCrayon/throttled-py/issues/38)\n# Reviewed, transaction id: 39718",
          "is_bot": false,
          "headline": "fix: remove deprecated 'rate_limter' misspelled alias (#38) (#51)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-04-21T15:45:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f2c059b02c98e3881afef6c9e2223e940bb07536",
          "body": "* build: make store dependencies optional via extras (#45)\n\nBREAKING CHANGE:\n## Before\n- Redis client dependencies were installed by default.\n\n## After\n- Core package only includes In-Memory store.\n- Redis dependencies now require explicit installation via: `pip install \"throttled-py[redis]`.\n# Reviewed, transaction id: 39542\n\n## More\n\n* fix: update type hints to string literals\n* docs: update README with optional dependencies info\n* test: add parameterized tests for to_bool",
          "is_bot": false,
          "headline": "build: make store dependencies optional via extras (#45) (#50)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-04-21T15:19:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f25c4d589c3f4eba450aeee15bfa579b321f7fa",
          "body": null,
          "is_bot": false,
          "headline": "ci: update release-drafter config and template (#49)",
          "author_name": "crayon",
          "author_login": "ZhuoZhuoCrayon",
          "committed_at": "2025-04-20T17:22:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 21,
      "commits_last_year": 58,
      "latest_release_at": "2026-06-15T16:39:46Z",
      "latest_release_tag": "v3.4.0",
      "releases_from_tags": false,
      "days_since_last_push": 37,
      "active_weeks_last_year": 21,
      "days_since_latest_release": 45,
      "mean_days_between_releases": 36.2
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 71,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "throttled-py",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "Development Status :: 5 - Production/Stable",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Operating System :: MacOS",
            "Operating System :: OS Independent",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Programming Language :: Python :: Implementation :: PyPy",
            "Topic :: Software Development :: Libraries :: Python Modules"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/throttled-py/",
          "is_deprecated": false,
          "latest_version": "3.4.0",
          "repository_url": "https://github.com/ZhuoZhuoCrayon/throttled-py",
          "versions_count": 21,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 181898,
          "first_published_at": "2025-03-14T02:01:03.204475Z",
          "latest_published_at": "2026-06-15T16:40:12.847860Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 45
        }
      ]
    },
    "popularity": {
      "forks": 35,
      "stars": 642,
      "watchers": 2,
      "fork_history": {
        "days": [
          {
            "date": "2025-02-06",
            "count": 1
          },
          {
            "date": "2025-03-14",
            "count": 1
          },
          {
            "date": "2025-04-11",
            "count": 1
          },
          {
            "date": "2025-04-12",
            "count": 1
          },
          {
            "date": "2025-04-16",
            "count": 1
          },
          {
            "date": "2025-05-11",
            "count": 1
          },
          {
            "date": "2025-05-28",
            "count": 2
          },
          {
            "date": "2025-05-31",
            "count": 3
          },
          {
            "date": "2025-06-01",
            "count": 1
          },
          {
            "date": "2025-06-04",
            "count": 1
          },
          {
            "date": "2025-06-05",
            "count": 1
          },
          {
            "date": "2025-06-13",
            "count": 1
          },
          {
            "date": "2025-06-18",
            "count": 1
          },
          {
            "date": "2025-07-08",
            "count": 1
          },
          {
            "date": "2025-07-14",
            "count": 1
          },
          {
            "date": "2025-07-23",
            "count": 1
          },
          {
            "date": "2025-08-20",
            "count": 1
          },
          {
            "date": "2025-08-31",
            "count": 1
          },
          {
            "date": "2025-09-08",
            "count": 1
          },
          {
            "date": "2025-10-22",
            "count": 1
          },
          {
            "date": "2025-11-05",
            "count": 1
          },
          {
            "date": "2025-12-28",
            "count": 1
          },
          {
            "date": "2026-01-03",
            "count": 1
          },
          {
            "date": "2026-01-13",
            "count": 1
          },
          {
            "date": "2026-01-14",
            "count": 1
          },
          {
            "date": "2026-01-26",
            "count": 1
          },
          {
            "date": "2026-03-05",
            "count": 1
          },
          {
            "date": "2026-03-29",
            "count": 1
          },
          {
            "date": "2026-04-14",
            "count": 1
          },
          {
            "date": "2026-05-15",
            "count": 1
          },
          {
            "date": "2026-06-09",
            "count": 1
          },
          {
            "date": "2026-07-29",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 35,
        "total_forks": 35
      },
      "star_history": null,
      "open_issues_and_prs": 13
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile",
        "docs/Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "throttled/py.typed"
      ],
      "toolchain_manifests": [],
      "largest_source_bytes": 13184,
      "source_files_sampled": 154,
      "oversized_source_files": 0,
      "agent_instruction_files": [
        ".github/copilot-instructions.md",
        ".github/instructions/use-skills.instructions.md",
        "AGENTS.md"
      ],
      "agent_instruction_max_bytes": 9604
    },
    "dependencies": {
      "manifests": [
        "docs/requirements.txt",
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [
          {
            "name": "lupa",
            "direct": false,
            "version": "2.6",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 10,
            "advisory_ids": [
              "GHSA-69v7-xpr6-6gjm",
              "PYSEC-2026-2613"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": 114
          },
          {
            "name": "jaraco-context",
            "direct": false,
            "version": "6.0.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 8.6,
            "advisory_ids": [
              "GHSA-58pv-8j8x-9vj2",
              "PYSEC-2026-1469"
            ],
            "fixed_version": "6.1.0",
            "advisory_count": 2,
            "oldest_advisory_days": 198
          },
          {
            "name": "soupsieve",
            "direct": false,
            "version": "2.8",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-2wc2-fm75-p42x",
              "GHSA-836r-79rf-4m37",
              "PYSEC-2026-3071",
              "PYSEC-2026-3072"
            ],
            "fixed_version": "2.8.4",
            "advisory_count": 4,
            "oldest_advisory_days": 21
          }
        ],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {
          "high": 2,
          "critical": 1
        },
        "advisory_count": 8,
        "affected_count": 3,
        "assessed_count": 115,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 6,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "accessible-pygments",
            "direct": false,
            "version": "0.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "alabaster",
            "direct": false,
            "version": "1.0.0",
            "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": "anyio",
            "direct": false,
            "version": "4.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "asttokens",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "async-timeout",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "babel",
            "direct": false,
            "version": "2.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "backports-asyncio-runner",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "backports-tarfile",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "beautifulsoup4",
            "direct": false,
            "version": "4.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "build",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2025.10.5",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "48.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "decorator",
            "direct": false,
            "version": "5.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "docutils",
            "direct": false,
            "version": "0.21.2",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "execnet",
            "direct": false,
            "version": "2.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "executing",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "fakeredis",
            "direct": false,
            "version": "2.32.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fastapi",
            "direct": false,
            "version": "0.136.1",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hatchling",
            "direct": false,
            "version": "1.27.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "id",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.15",
            "ecosystem": "pypi"
          },
          {
            "name": "imagesize",
            "direct": false,
            "version": "1.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": false,
            "version": "8.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "8.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "9.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython-pygments-lexers",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-classes",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-context",
            "direct": false,
            "version": "6.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-functools",
            "direct": false,
            "version": "4.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jedi",
            "direct": false,
            "version": "0.19.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jeepney",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "keyring",
            "direct": false,
            "version": "25.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "librt",
            "direct": false,
            "version": "0.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "lupa",
            "direct": false,
            "version": "2.6",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib-inline",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "more-itertools",
            "direct": false,
            "version": "10.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": "1.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nh3",
            "direct": false,
            "version": "0.3.1",
            "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": "packaging",
            "direct": false,
            "version": "25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "parso",
            "direct": false,
            "version": "0.8.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pathspec",
            "direct": false,
            "version": "1.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pexpect",
            "direct": false,
            "version": "4.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "prek",
            "direct": false,
            "version": "0.2.25",
            "ecosystem": "pypi"
          },
          {
            "name": "prompt-toolkit",
            "direct": false,
            "version": "3.0.52",
            "ecosystem": "pypi"
          },
          {
            "name": "ptyprocess",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pure-eval",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "2.23",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.46.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydata-sphinx-theme",
            "direct": false,
            "version": "0.15.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyproject-hooks",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-asyncio",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "7.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-xdist",
            "direct": false,
            "version": "3.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32-ctypes",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "readme-renderer",
            "direct": false,
            "version": "44.0",
            "ecosystem": "pypi"
          },
          {
            "name": "redis",
            "direct": false,
            "version": "6.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": "2.33.0",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-toolbelt",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3986",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": "14.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "roman-numerals-py",
            "direct": false,
            "version": "3.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "secretstorage",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "snowballstemmer",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sortedcontainers",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "soupsieve",
            "direct": false,
            "version": "2.8",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": "8.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": "8.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-autodoc-typehints",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-autodoc-typehints",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-autodoc-typehints",
            "direct": false,
            "version": "3.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-book-theme",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-book-theme",
            "direct": false,
            "version": "1.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-copybutton",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-copybutton",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-design",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-design",
            "direct": false,
            "version": "0.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-thebe",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-thebe",
            "direct": false,
            "version": "0.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-applehelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-devhelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-htmlhelp",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-jsmath",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-qthelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-serializinghtml",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "stack-data",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "throttled-py",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "traitlets",
            "direct": false,
            "version": "5.14.3",
            "ecosystem": "pypi"
          },
          {
            "name": "trove-classifiers",
            "direct": false,
            "version": "2025.9.11.17",
            "ecosystem": "pypi"
          },
          {
            "name": "twine",
            "direct": false,
            "version": "6.2.0",
            "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": "urllib3",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wcwidth",
            "direct": false,
            "version": "0.2.14",
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "3.23.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 121,
        "direct_count": 0,
        "indirect_count": 121
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 2,
        "merged_prs": 143,
        "open_issues": 11,
        "closed_ratio": 0.56,
        "closed_issues": 14,
        "closed_unmerged_prs": 5
      },
      "bus_factor": 1,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "ZhuoZhuoCrayon",
          "commits": 131,
          "avatar_url": "https://avatars.githubusercontent.com/u/42019787?v=4"
        },
        {
          "type": "User",
          "login": "s3ich4n",
          "commits": 7,
          "avatar_url": "https://avatars.githubusercontent.com/u/6926298?v=4"
        },
        {
          "type": "User",
          "login": "JasperLinnn",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/130735827?v=4"
        },
        {
          "type": "User",
          "login": "maksimzayats",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/49313691?v=4"
        },
        {
          "type": "User",
          "login": "river-walras",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/164357399?v=4"
        }
      ],
      "contributors_sampled": 5,
      "top_contributor_share": 0.929
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "code_quality.yml",
        "commitlint.yml",
        "release-drafter.yml",
        "release.yml",
        "unittest.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "uv.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": 5,
            "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": "30 out of 30 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": 3,
            "reason": "Found 6/19 approved changesets -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 6,
            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
            "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": "11 commit(s) and 1 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": 0,
            "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": 6,
            "reason": "4 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "fb8297b3e2a3b6267bb7c1a8dee4b3af3c80fec9",
        "ran_at": "2026-07-31T05:34:45Z",
        "aggregate_score": 5.6,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-29T11:00:26Z",
      "oldest_open_prs": [
        {
          "number": 173,
          "created_at": "2026-07-17T03:01:39Z",
          "last_comment_at": "2026-07-17T03:04:53Z",
          "last_comment_author": "codecov"
        },
        {
          "number": 175,
          "created_at": "2026-07-29T10:56:41Z",
          "last_comment_at": "2026-07-29T15:36:47Z",
          "last_comment_author": "codecov"
        }
      ],
      "last_merged_pr_at": "2026-05-01T15:46:20Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 79,
          "created_at": "2025-06-07T02:47:42Z",
          "last_comment_at": "2026-04-11T03:36:35Z",
          "last_comment_author": "ZhuoZhuoCrayon"
        },
        {
          "number": 110,
          "created_at": "2025-11-19T04:16:13Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 111,
          "created_at": "2025-11-25T22:37:45Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 150,
          "created_at": "2026-04-11T03:17:00Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 151,
          "created_at": "2026-04-11T03:17:01Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 152,
          "created_at": "2026-04-11T03:17:03Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 153,
          "created_at": "2026-04-11T03:17:04Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 154,
          "created_at": "2026-04-11T03:17:06Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 155,
          "created_at": "2026-04-11T03:17:07Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 156,
          "created_at": "2026-04-11T03:17:08Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 157,
          "created_at": "2026-04-11T03:17:10Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/ZhuoZhuoCrayon/throttled-py",
    "host": "github.com",
    "name": "throttled-py",
    "owner": "ZhuoZhuoCrayon"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 72,
      "inputs": {
        "security": 65,
        "vitality": 75,
        "community": 72,
        "governance": 59,
        "engineering": 92
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 75,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 58,
            "inputs": {
              "commits_last_year": 58,
              "human_commit_share": 0.89,
              "days_since_last_push": 37,
              "active_weeks_last_year": 21
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 37 days ago",
                "points": 18,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 37
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "21/52 weeks with commits",
                "points": 14.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 21
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "58 commits in the last year",
                "points": 15.9,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 58
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "11 commit(s) and 1 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": 100,
            "inputs": {
              "releases_count": 21,
              "latest_release_tag": "v3.4.0",
              "releases_from_tags": false,
              "days_since_latest_release": 45,
              "mean_days_between_releases": 36.2
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "21 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 21
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 45 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 45
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~36.2 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 36.2
                    }
                  }
                ],
                "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": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 45,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 45 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 45
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 72,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 58,
            "inputs": {
              "forks": 35,
              "stars": 642,
              "watchers": 2,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "642 stars",
                "points": 45.5,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 642
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "35 forks",
                "points": 12.8,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 35
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "2 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": 88,
            "inputs": {
              "packages": [
                "throttled-py"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 181898
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "181,898 downloads/month across pypi",
                "points": 70.1,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 181898,
                      "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": "moderate",
        "name": "Sustainability & Governance",
        "value": 59,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 23,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 5,
              "top_contributor_share": 0.929
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 93% of commits",
                "points": 1.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 93
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "5 contributors",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "merged_prs": 143,
              "open_issues": 11,
              "closed_issues": 14,
              "issue_closed_ratio": 0.56,
              "closed_unmerged_prs": 5
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "56% of issues closed",
                "points": 26.2,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 56
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "143/148 decided PRs merged",
                "points": 37,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 143,
                      "decided": 148
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 6/19 approved changesets -- score normalized to 3",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "followers": 77,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "ZhuoZhuoCrayon",
              "public_repos": 49,
              "account_age_days": 2920
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "77 followers of ZhuoZhuoCrayon",
                "points": 13.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 77,
                      "login": "ZhuoZhuoCrayon"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "49 public repos, account ~8 yr old",
                "points": 24.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 49
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "throttled-py"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 45
            },
            "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 45 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 45
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "21 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 21
                    }
                  }
                ],
                "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": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "5 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "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": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "gcra",
                "python",
                "rate-limiter",
                "throttler",
                "rate-limiting",
                "redis",
                "token-bucket",
                "in-memory",
                "throttling",
                "rate-limit",
                "asyncio",
                "async"
              ],
              "has_wiki": false,
              "homepage": "https://throttled-py.readthedocs.io",
              "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://throttled-py.readthedocs.io",
                "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": "12 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 12
                    }
                  }
                ],
                "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": 65,
        "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": 56,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.6
            },
            "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": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 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 6/19 approved changesets -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "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": "11 commit(s) and 1 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": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 115 resolved dependencies against OSV; 6 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 115
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 6
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 8,
              "affected_packages": 3,
              "assessed_packages": 115,
              "unassessed_packages": 6,
              "affected_by_severity": "critical 1, high 2",
              "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": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "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",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 115,
              "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": 5
            },
            "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": 76,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                ".github/copilot-instructions.md",
                ".github/instructions/use-skills.instructions.md",
                "AGENTS.md"
              ],
              "agent_instruction_max_bytes": 9604
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md, .github/instructions/use-skills.instructions.md, AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md, .github/instructions/use-skills.instructions.md, AGENTS.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": "89 of 89 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 89,
                      "sampled": 89
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "throttled/py.typed"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.11
            },
            "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": "throttled/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "throttled/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "11 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 11,
                      "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": 13184,
              "source_files_sampled": 154,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (throttled/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "throttled/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/154 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 154,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "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",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "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": "2026-07-31T05:35:05.677540Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/z/ZhuoZhuoCrayon/throttled-py.svg",
  "full_name": "ZhuoZhuoCrayon/throttled-py",
  "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 v0.27.0 — metodología completa · wiki de métricas.

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