Registro públicoExcelente
Informe de salud del softwareesquema 0.27.0 · métricas 2.3.1 · 2026-07-27 17:07 UTC
OpenByteInc / QuantDinger
AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading ,trading-agents,ai-trader,ai-trading
OpenByteInc/QuantDinger tiene un índice de salud de 87 sobre 100, lo que lo sitúa en la banda Excelente. Su puntuación más alta es Community & Adoption (94/100) y la más baja, AI Readiness (41/100). Se actualizó por última vez hace 3 días. 2 personas concentran la mayor parte del trabajo reciente.
87
global / 100Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.
87
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación
Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
El resultado global ponderado 73 se calibra a 87 en la escala publicada del índice (calibración del registro 2026-08-02).
Titularidad
Open Byte IncOrganización
11 seguidores4 repositorios públicosdesde jul 2026
Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.
Ecosistemas de paquetes
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación | Etiquetas |
|---|---|---|---|---|---|---|
| PyPI | quantdinger-mcpapunta a otro repositorio; no se puntúa | 0.4.0 | - | 4 | hace 9 días | mcpmodel-context-protocolquantdingerai-agenttradingbacktestquantcursorclaudecodexopenclawnanobot |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
90
Actividad de desarrollo
84Excelente
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 3 días |
| 20.1/36 | Cadencia de commits — 29/52 semanas con commits |
| 18/18 | Volumen de commits — 459 commits en el último año |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
Datos de entrada utilizados
| commits_last_year | 459 |
| human_commit_share | 1 |
| days_since_last_push | 3 |
| active_weeks_last_year | 29 |
Disciplina de publicación
100Excepcional
Cómo se puntúa
| 27/27 | Publica versiones — 36 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 5 días |
| 27/27 | Cadencia de publicación — una versión cada ~2,6 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 36 |
| latest_release_tag | v5.0.8 |
| releases_from_tags | no |
| days_since_latest_release | 5 |
| mean_days_between_releases | 2,6 |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
94
Popularidad y adopción
95Excepcional
Cómo se puntúa
| 60/60 | Estrellas — 10.044 estrellas |
| 25/25 | Forks — 2106 forks |
| 9.9/15 | Observadores — 62 observadores |
Datos de entrada utilizados
| forks | 2106 |
| stars | 10.044 |
| watchers | 62 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
92Excelente
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (Apache-2.0) |
| 18/18 | Guía CONTRIBUTING |
| 13.5/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 6.3/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| readme_badges | — |
| has_contributing | sí |
| has_issue_template | no |
| has_code_of_conduct | sí |
| readme_badge_services | — |
| has_pull_request_template | sí |
Sostenibilidad y Gobernanza
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
51
Resiliencia de mantenedores (factor bus)
58Moderado
Cómo se puntúa
| 25.2/54 | Factor bus — la mitad de los commits recae en 2 contribuyente(s) |
| 13.4/22.5 | Distribución de commits — el principal contribuyente firma el 40% de los commits |
| 13.5/13.5 | Amplitud de contribuyentes — 18 contribuyentes |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Datos de entrada utilizados
| bus_factor | 2 |
| contributors_sampled | 18 |
| top_contributor_share | 0,403 |
Capacidad de respuesta a issues y PR
50Moderado
Cómo se puntúa
| 29.4/42 | Resolución de issues — 70% de issues cerradas |
| 13.7/30 | Aceptación de PR — 31/68 PR decididos fusionados |
| 0/13 | Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Datos de entrada utilizados
| merged_prs | 31 |
| open_issues | 29 |
| closed_issues | 68 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0,701 |
| closed_unmerged_prs | 37 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Excluidos de la puntuación (sin datos o no aplicable): newcomer_pr_acceptance. Los pesos restantes se han renormalizado.
Propiedad y custodia
43Débil
Cómo se puntúa
| 30/30 | Respaldo de la propiedad — propiedad de una organización |
| 0/20 | Dominio verificado |
| 7.8/25 | Alcance del propietario — 11 seguidores de OpenByteInc |
| 5.1/25 | Trayectoria — 4 repos públicos, cuenta de ~0 años |
Datos de entrada utilizados
| followers | 11 |
| owner_type | Organization |
| is_verified | — |
| owner_login | OpenByteInc |
| public_repos | 4 |
| account_age_days | 8 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
72
Prácticas de ingeniería
60Moderado
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 4 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 0/16 | Configuración de linter |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — sin datos |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: CI-Tests. Los pesos restantes se han renormalizado.
Documentación
90Excelente
Cómo se puntúa
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 15/15 | Sitio de documentación / página del proyecto — https://ai.quantdinger.com |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 20 topics |
| 0/10 | Wiki |
Datos de entrada utilizados
| topics | quantitative-finance, quant, trade, python, fintech, agent, forex, alpaca, binance, backtesting, stocks, finance, crypto, exchange, saas, coinbase, strategy, mcp-server, ai, trading-toolkit |
| has_wiki | no |
| homepage | https://ai.quantdinger.com |
| has_readme | sí |
| has_docs_dir | sí |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
67
Postura de seguridad
59Moderado
Cómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — sin datos |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Licencia — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 5/5 | SAST — SAST tool detected: CodeQL |
| 2/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — sin datos |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5,9 |
Excluidos de la puntuación (sin datos o no aplicable): ci_tests, signed_releases. Los pesos restantes se han renormalizado.
Avisos de dependencias
100Excepcional
Cómo se puntúa
| 35/35 | Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido |
| 25/25 | Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido |
| 0/40 | Sin avisos pendientes — ningún aviso tiene fecha de publicación |
Datos de entrada utilizados
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 29 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:quantdinger-mcp@0.4.0 —lo que arrastra la instalación del paquete publicado—: 29 paquetes. No se analiza la alcanzabilidad.
Preparación para IA
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.
41
Contexto y guía para agentes
9Crítico
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 9.1/40 | Historial de commits legible — 17 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,17 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 0/18 | Arranque con un solo comando |
| 22/22 | Pruebas automatizadas |
| 0/11 | Configuración de lint / formato |
| 0/11 | Verificación estática de tipos |
| 10/10 | Entorno reproducible — Dockerfile |
| 0/10 | Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100 |
| 5/8 | Mantenimiento automatizado — automatización de dependencias configurada, no observada en los commits muestreados |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | — |
| has_dockerfile | sí |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
54Moderado
Cómo se puntúa
| 0/45 | Código verificable por tipos — Python sin configuración de verificación de tipos |
| 53.9/55 | Tamaños de archivo manejables — 12/577 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Python |
| largest_source_bytes | 124.651 |
| source_files_sampled | 577 |
| oversized_source_files | 12 |
Interfaces legibles por máquina
100Excepcional
Cómo se puntúa
| 40/40 | Esquema de API (OpenAPI/GraphQL/proto) — docs/api/openapi.yaml |
| 20/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — examples |
Datos de entrada utilizados
| example_dirs | examples |
| has_mcp_signal | sí |
| api_schema_files | docs/api/openapi.yaml |
Datos clave
10.044estrellas de GitHub
18contribuidores
459commits en los últimos 12 meses
3días desde el último push
36versiones publicadas
2factor bus
29issues abiertas
PyPIecosistemas de paquetes
Advertencias de recopilación de datos
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- pypi package 'quantdinger-mcp' points at a different repository (https://github.com/brokermr810/QuantDinger); excluded from ecosystem scoring
Más detalle
Historial de estrellas y forks 0 ★ / 2106 ⇿
0Estrellas
2106Forks
36Versiones
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.
Solo se muestra el historial más reciente: este repositorio supera la ventana de recopilación, por lo que no se captura el historial más antiguo.
Mayor 0Menor 0Parche 36
OpenSSF Scorecard 5.9 / 10
5.9agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/d | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 10 | SAST | SAST tool detected: CodeQL |
| 4 | Security-Policy | security policy file detected |
| n/d | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Dependencias directas 2
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| PyPI | mcp | >=1.28.1,<1.29 | mcp_server/pyproject.toml |
| PyPI | httpx | >=0.27.0,<0.29 | mcp_server/pyproject.toml |
Todas las dependencias 43
Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 2 paquetes directos y 41 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.
| Registro | Paquete | Versión | Relación |
|---|---|---|---|
| PyPI | httpx | — | directa |
| PyPI | mcp | — | directa |
| PyPI | akshare | — | indirecta |
| PyPI | alpaca-py | — | indirecta |
| PyPI | bandit | — | indirecta |
| PyPI | bcrypt | — | indirecta |
| PyPI | build | — | indirecta |
| PyPI | ccxt | — | indirecta |
| PyPI | celery | — | indirecta |
| PyPI | certifi | — | indirecta |
| PyPI | cryptography | — | indirecta |
| PyPI | exchange-calendars | — | indirecta |
| PyPI | finnhub-python | — | indirecta |
| PyPI | flask | 3.1.3 | indirecta |
| PyPI | flask-cors | 6.0.0 | indirecta |
| PyPI | flask-smorest | — | indirecta |
| PyPI | gunicorn | — | indirecta |
| PyPI | ib-insync | — | indirecta |
| PyPI | litellm | — | indirecta |
| PyPI | marshmallow | — | indirecta |
| PyPI | pandas | — | indirecta |
| PyPI | pip-audit | — | indirecta |
| PyPI | prometheus-client | — | indirecta |
| PyPI | psycopg2-binary | — | indirecta |
| PyPI | pyjwt | — | indirecta |
| PyPI | pyotp | — | indirecta |
| PyPI | pypdf | — | indirecta |
| PyPI | pysocks | — | indirecta |
| PyPI | pytest | — | indirecta |
| PyPI | pytest-cov | — | indirecta |
| PyPI | pytest-timeout | — | indirecta |
| PyPI | python-dotenv | — | indirecta |
| PyPI | pyyaml | — | indirecta |
| PyPI | qrcode | — | indirecta |
| PyPI | redis | — | indirecta |
| PyPI | reportlab | — | indirecta |
| PyPI | requests | — | indirecta |
| PyPI | ruff | — | indirecta |
| PyPI | setuptools | — | indirecta |
| PyPI | ta-lib | 0.6.8 | indirecta |
| PyPI | twine | — | indirecta |
| PyPI | werkzeug | — | indirecta |
| PyPI | yfinance | — | indirecta |
Avisos de dependencias 0
Instalar pypi:quantdinger-mcp@0.4.0 arrastra 29 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.
Ningún aviso conocido afecta a las dependencias evaluadas.
Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.
Informe JSON sin procesar legible por máquina
{
"data": {
"repo": {
"topics": [
"quantitative-finance",
"quant",
"trade",
"python",
"fintech",
"agent",
"forex",
"alpaca",
"binance",
"backtesting",
"stocks",
"finance",
"crypto",
"exchange",
"saas",
"coinbase",
"strategy",
"mcp-server",
"ai",
"trading-toolkit"
],
"is_fork": false,
"size_kb": 64079,
"has_wiki": false,
"homepage": "https://ai.quantdinger.com",
"languages": {
"Shell": 21885,
"Python": 5609304,
"Dockerfile": 4558,
"PowerShell": 12281
},
"pushed_at": "2026-07-24T15:34:23Z",
"created_at": "2025-12-28T18:39:26Z",
"owner_type": "Organization",
"updated_at": "2026-07-27T16:44:00Z",
"description": "AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading ,trading-agents,ai-trader,ai-trading",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://www.quantdinger.com",
"name": "Open Byte Inc",
"type": "Organization",
"login": "OpenByteInc",
"company": null,
"location": "United States of America",
"followers": 11,
"avatar_url": "https://avatars.githubusercontent.com/u/306676008?v=4",
"created_at": "2026-07-19T04:42:43Z",
"is_verified": null,
"public_repos": 4,
"account_age_days": 8
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v5.0.8",
"kind": "patch",
"published_at": "2026-07-22T03:53:45Z"
},
{
"tag": "v5.0.7",
"kind": "patch",
"published_at": "2026-07-21T17:48:32Z"
},
{
"tag": "v5.0.6",
"kind": "patch",
"published_at": "2026-07-21T10:27:31Z"
},
{
"tag": "v5.0.5",
"kind": "patch",
"published_at": "2026-07-19T18:58:24Z"
},
{
"tag": "v5.0.4",
"kind": "patch",
"published_at": "2026-07-19T13:13:37Z"
},
{
"tag": "v5.0.3",
"kind": "patch",
"published_at": "2026-07-19T05:48:47Z"
},
{
"tag": "v5.0.2",
"kind": "patch",
"published_at": "2026-07-19T05:07:24Z"
},
{
"tag": "v5.0.1",
"kind": "patch",
"published_at": "2026-07-18T10:44:25Z"
},
{
"tag": "v4.0.7",
"kind": "patch",
"published_at": "2026-07-01T13:25:37Z"
},
{
"tag": "v4.0.6",
"kind": "patch",
"published_at": "2026-06-28T20:52:36Z"
},
{
"tag": "v4.0.5",
"kind": "patch",
"published_at": "2026-06-28T20:31:19Z"
},
{
"tag": "v4.0.4",
"kind": "patch",
"published_at": "2026-06-28T20:05:41Z"
},
{
"tag": "v4.0.3",
"kind": "patch",
"published_at": "2026-06-28T10:33:42Z"
},
{
"tag": "v4.0.2",
"kind": "patch",
"published_at": "2026-06-21T18:53:29Z"
},
{
"tag": "v4.0.1",
"kind": "patch",
"published_at": "2026-06-18T19:02:14Z"
},
{
"tag": "v3.0.32",
"kind": "patch",
"published_at": "2026-06-10T18:33:29Z"
},
{
"tag": "v3.0.31",
"kind": "patch",
"published_at": "2026-06-06T13:15:54Z"
},
{
"tag": "v3.0.30",
"kind": "patch",
"published_at": "2026-06-03T16:36:07Z"
},
{
"tag": "v3.0.27",
"kind": "patch",
"published_at": "2026-06-01T20:08:10Z"
},
{
"tag": "v3.0.26",
"kind": "patch",
"published_at": "2026-06-01T19:32:30Z"
},
{
"tag": "v3.0.25",
"kind": "patch",
"published_at": "2026-06-01T18:31:16Z"
},
{
"tag": "v3.0.23",
"kind": "patch",
"published_at": "2026-05-31T17:11:06Z"
},
{
"tag": "v3.0.22",
"kind": "patch",
"published_at": "2026-05-31T16:22:44Z"
},
{
"tag": "v3.0.21",
"kind": "patch",
"published_at": "2026-05-30T16:09:22Z"
},
{
"tag": "v3.0.20",
"kind": "patch",
"published_at": "2026-05-30T11:14:27Z"
},
{
"tag": "v3.0.19",
"kind": "patch",
"published_at": "2026-05-30T08:16:44Z"
},
{
"tag": "v3.0.18",
"kind": "patch",
"published_at": "2026-05-29T14:04:24Z"
},
{
"tag": "v3.0.17",
"kind": "patch",
"published_at": "2026-05-28T15:05:07Z"
},
{
"tag": "v3.0.16",
"kind": "patch",
"published_at": "2026-05-26T17:49:57Z"
},
{
"tag": "v3.0.15",
"kind": "patch",
"published_at": "2026-05-26T14:30:12Z"
},
{
"tag": "v3.0.14",
"kind": "patch",
"published_at": "2026-05-25T11:27:28Z"
},
{
"tag": "v3.0.12",
"kind": "patch",
"published_at": "2026-05-20T06:25:54Z"
},
{
"tag": "v3.0.11",
"kind": "patch",
"published_at": "2026-05-17T10:19:51Z"
},
{
"tag": "v3.0.9",
"kind": "patch",
"published_at": "2026-05-16T13:29:45Z"
},
{
"tag": "v3.0.8",
"kind": "patch",
"published_at": "2026-05-16T07:53:10Z"
},
{
"tag": "v3.0.7",
"kind": "patch",
"published_at": "2026-05-15T13:52:49Z"
}
],
"recent_commits": [
{
"oid": "23b1aad65c87ef9c5e5424830e99794075a0e632",
"body": null,
"is_bot": false,
"headline": "fix backtest timestamp serialization",
"author_name": "Henry",
"author_login": null,
"committed_at": "2026-07-22T09:56:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7250471edd17569d7d6a4bcbed2700306c319cba",
"body": null,
"is_bot": false,
"headline": "improve strategy billing fees and runtime recovery",
"author_name": "Henry",
"author_login": null,
"committed_at": "2026-07-22T03:46:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1d068bb97d760340bbc59ddb75dd7ff576a547ea",
"body": null,
"is_bot": false,
"headline": "fix live fee accounting and strategy execution",
"author_name": "Henry",
"author_login": null,
"committed_at": "2026-07-21T17:34:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bbd9477831081b50bc69a329eb47fe585eb1fc56",
"body": null,
"is_bot": false,
"headline": "fix backend CI guardrails",
"author_name": "Henry",
"author_login": null,
"committed_at": "2026-07-21T10:09:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10a12449f95cd682cecf62e8152a8d06d2d8b911",
"body": null,
"is_bot": false,
"headline": "fix security, backtests, and live trading",
"author_name": "Henry",
"author_login": null,
"committed_at": "2026-07-21T09:50:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "769f07b15609eb3d7fdc41bafd025210c3235509",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.6",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T18:41:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "71e8424a77da26c70b5d7872d6d755db6bc1725c",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.5",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T15:59:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "00489cfd5115f60dde9e07a99923cb42eb5350bf",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.4",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T13:39:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dd7d4ac276222e654086059882ff17473c3316ec",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.4",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T12:58:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7420677c7af2734c280575598dad50baeae9c16a",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.4",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T12:34:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cbe8bbc5914dd538affc60b7f9b57504dca49e2f",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.4",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T12:03:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cb2aa5c384219cae9e8ea8222d6fb39ece806203",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.4",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T10:22:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "36c70d223cf216eaea8a307bb4025b7cc8d386ee",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.3",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T06:02:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3a72490ca72d90786a117a015d15ae169e340ac6",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.3",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T05:45:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3a1be9c4588e3415956b1772a807272d81ff0ade",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T04:50:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "942b0f39f71a860593766b1a3ca2ca53cf756c13",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T04:33:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a9d591a2740c004ba442d1e4a589a35cfd59d78c",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T03:45:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2048ae299f0c29f9ecda0d7c985f2bf70ae6d1c6",
"body": null,
"is_bot": false,
"headline": "refactor(live): isolate final fill classification",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T03:24:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "db883ca8eda38addd6b46365594f50f92250c09d",
"body": null,
"is_bot": false,
"headline": "fix(live): honor terminal exchange fill status",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T03:16:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba324e18622841e9cbb606d0a0a03e87dd185f2b",
"body": null,
"is_bot": false,
"headline": "fix(backtest): ignore untradable fill remainders",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T02:38:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b0040e3d55337a80370ce77391c725e79627769",
"body": null,
"is_bot": false,
"headline": "fix(backtest): preserve warmup helper compatibility",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T02:09:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf64a05b955df1626273838404a08ad578b08731",
"body": null,
"is_bot": false,
"headline": "fix(backtest): enforce timeframe range limits",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T02:05:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "74ee0caa4338c4cffed79c2c9fe65ed5cf195770",
"body": null,
"is_bot": false,
"headline": "fix(ci): restore OpenAPI validation",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-19T01:41:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "753a1d7f65ec405c55a9ddcfaac22c4085ebdefa",
"body": null,
"is_bot": false,
"headline": "chore(ci): upgrade GitHub Actions to latest majors",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-18T18:34:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "38a52ba74271753910ee2962b241460b6014fc9d",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-18T09:58:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "79b196bcf4dfb6e54d4fbbc466c8d8f479e41fbf",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-18T09:43:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "88e19267eb24342c2c4ca16436539e0fe168acb9",
"body": null,
"is_bot": false,
"headline": "release: finalize v5.0.1 backend",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-18T06:59:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "27f4b5ad000221be087f12645d15a8e3b9a35073",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v5.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-13T09:30:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a87ee6192f0d0937180259f52c07c0a992d4931e",
"body": null,
"is_bot": false,
"headline": "feat: harden backend contracts observability and delivery",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-13T07:42:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "90e60ffdeae2b7bd102532489e91e9e349a402e4",
"body": null,
"is_bot": false,
"headline": "feat: split backend runtimes and add durable task workers",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-12T19:47:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e7e506418946622bed0179070d6c4653b1ef806d",
"body": null,
"is_bot": false,
"headline": "feat: prepare v5.0.1 beta backend",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-12T18:44:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fc33395cbbf162e0145372341740b9ae4bac3f6a",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.8",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-03T08:56:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "75dcdde032a3bef7e8ed5c512de4fb8969d79b1a",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-07-02T12:23:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "31dde0041bcc2d518d7573260e28aa5b72e3cfde",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-07-02T06:09:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a02418752efef231c5a366b6c60a941681dfef5c",
"body": null,
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-01T13:25:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "29d82f7caee8eece35ffcb1b81696da38e5e071d",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-01T06:21:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b876c435c741f452f64ac26bfb6953073944e973",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-01T05:14:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "25eaf36540756f943228ad77710218c9049b4528",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-07-01T04:29:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ee1ae2031b3d824c139fa936ac6f0a2753a17767",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-30T19:00:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9cdae35712e0c3a1f4a683e6a6d6a3ff7e591a33",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-30T06:46:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04e1e442cbfc2256d89ecc6f92132e24da90d3ca",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-30T06:31:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e34de3f8bd06e523193be8a431ff215f2fad0a68",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.7",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-30T06:10:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "740451c437880e16a67d7d7adae7c88c3e51e78a",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.6",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-29T16:20:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e8982c89bd97d953b94084a8cd90ccc12ed583b",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.6",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-29T15:58:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a8ea0c7219b4a7758185976f320791e11556fbb5",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.6",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T22:25:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e1561eeeef24d799b4fccb20c4da06f4466a60be",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.6",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T21:47:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3021bc151b32b11e316d3dcf66e48d808c567a9f",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.6",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T20:51:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "67331039aa1fe019640c089f70499d090c2d1a46",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.4",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T20:45:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a864cc66454bb4a6272f3547c97e9d5ecd68636a",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.4",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T20:20:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "888f79e2fbd9ac8dddf5b2a857aaf8e00d6add2c",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.4",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T20:05:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e27b7fbaca5505c67bf3a24cefe485a0023ae424",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.4",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T19:58:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "edd91afa4f09a47c574908ddbbd1e705bc662e37",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.3",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T10:30:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1742f2ab26bbf265e9c610ad37adc5ccdd38eb77",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.3",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T10:21:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d6988cf10887b1a2d93685e0afcae43dae6cdbbe",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v4.0.3",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-28T09:28:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b3b3c5c70078d3f967ef2e4bae1fcafa039bb988",
"body": null,
"is_bot": false,
"headline": "v4.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-22T19:03:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2907cee868ffa07b378d84c9df0bab276e5241c",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-22T07:02:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68fa6c42e1ba5c838303a19005c54e17356b85cd",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-21T19:18:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7d29b3065755b7498772db34a34275d4faac226b",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-21T18:48:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8b8429b7b89750786ab4b4fcc4dde7c6a679da36",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.2",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-21T18:38:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "870be67ce7f0f72e6f311702745e223f5e516c77",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-19T09:22:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a9aa8787048276ce525eefadd64d4248da15f5a",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-18T19:26:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "234224a77658daa2e1df93e7b87de82390a44d86",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-18T18:49:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "11f7079716978fd39cffe1741a7f3323e312a84b",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-17T20:37:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2cc3efbf3832f36b7337051638d1f4eae0f9c99a",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-16T18:55:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "860b5848bd61f2663ac6cd20253225976f1b4bfb",
"body": "Signed-off-by: TIANHE <TIANHE@GMAIL.COM>",
"is_bot": false,
"headline": "v4.0.1",
"author_name": "TIANHE",
"author_login": "tianhe",
"committed_at": "2026-06-16T18:38:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d28126c60d9a65e9ae4fc8a3c767bc67aecfd507",
"body": null,
"is_bot": false,
"headline": "chore: prepare v4.0.1 beta backend",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-16T12:17:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "209daa9cd14e6cf3b38d2db7f68b3db79773df29",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.32",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-10T18:25:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a595bd98abedbd8de66a4e190a4736ef56c62319",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.31",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-06T13:12:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1e8c5aef4482c93a1679e087c116519df8ee8bf6",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.31",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-06T13:04:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a8ac7f890b919341eadc90adf10c17b7a7165b5",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.31",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-06T12:27:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c435e1eeb68312c023d2c93cbe85295cc338ebf8",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.31",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-06T12:17:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1e16386e094fa520e8eb2507d904a03373ed1185",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.30",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-03T16:25:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5722bd0d864c800df3cfb2eb47855e3b19de38b1",
"body": null,
"is_bot": false,
"headline": "feat: harden strategy execution and add LiteLLM support",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-03T07:57:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "145c76777e74c51188f7252ae450a9c09c2d170c",
"body": null,
"is_bot": false,
"headline": "feat: add LiteLLM to settings UI dropdown",
"author_name": "RheagalFire",
"author_login": "RheagalFire",
"committed_at": "2026-06-02T17:48:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a3a70802eb7d1dd4d280f49cc51e216a16432753",
"body": null,
"is_bot": false,
"headline": "feat: add LiteLLM as unified LLM provider",
"author_name": "RheagalFire",
"author_login": "RheagalFire",
"committed_at": "2026-06-02T17:44:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bac16f4cd5b4cabd91244e36645f285a8d9aba32",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.29",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-02T15:36:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e5e9b96b381d66687a98a82e5381d523218b23c8",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.26",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T19:59:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "53bae0a9a471c5f5a1d00058454728b34cd65c62",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.25",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T19:21:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a2912b9a48daf9132d49da5159556de07aa968c",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.25",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T19:09:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b57d98ebd71a640d8f2b2b07ce048c495dae781",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.25",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T18:27:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04435d6088c40b3bb801abe28cbd70954817953f",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.25",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T17:48:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b23cfa16661dc2d40711deb8b7d37383170844a4",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.25",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T17:22:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1f264198e44763d95454259ce4309b654f0999f",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.25",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T17:06:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3a17185ef2a35619a8c49686e10f2fefc4618f0b",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.25",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T16:38:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "618ab92d2270a6d56f95b149330fdaf917f45685",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.24",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T15:25:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5762fdce750609de7dedc5d94294f5b49b854215",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.24",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-06-01T10:17:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "22de887816a3256ccca7c876df7e1cbf9dd39f8a",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T17:04:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "85024c26dbd140a1ba690df0e553946eb8fe9921",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T16:16:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "45402ad9018866e3c5ee56295c972d22d8fe2af0",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T16:11:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7aad07280f499c8460e98a14d1a845bc1618b476",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' of https://github.com/brokermr810/QuantDinger",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T16:04:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10ffaa90fd614529ae4456f5d7bfa70a49ed7fab",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T16:03:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "74fe04b0854d8f5838d41024f4a81a27008aa3d1",
"body": null,
"is_bot": false,
"headline": "chore: update repo traffic metrics [skip ci]",
"author_name": "brokermr810",
"author_login": "brokermr810",
"committed_at": "2026-05-31T15:59:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8e60d7440e7d04460e2daf02371eaf4dada3dd94",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T15:57:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d7916e75fde897c794936e85dedd45d3c85befc3",
"body": null,
"is_bot": false,
"headline": "chore: update repo traffic metrics [skip ci]",
"author_name": "brokermr810",
"author_login": "brokermr810",
"committed_at": "2026-05-31T15:48:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "928fcd9342626106dfb167ad1248146c056e78b1",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T15:48:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57b2c36757fa6d62e1d487a429ccd59f533976e8",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T15:42:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a1a51e9afc6c837c41770c198f55d4008c203409",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.22",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-31T15:39:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9a35adec2b91b39676c86fc70a4c77ddc92d2a4b",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.21",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-30T16:08:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "495e458cbc3e65a6f490fb515998d362b95cc356",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.20",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-30T11:11:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e49143077e6874455af74f852be5a329a814507",
"body": "Signed-off-by: Dinger <quantdinger@gmail.com>",
"is_bot": false,
"headline": "v3.0.19",
"author_name": "Dinger",
"author_login": "quantdinger-lab",
"committed_at": "2026-05-30T08:15:12Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 36,
"commits_last_year": 459,
"latest_release_at": "2026-07-22T03:53:45Z",
"latest_release_tag": "v5.0.8",
"releases_from_tags": false,
"days_since_last_push": 3,
"active_weeks_last_year": 29,
"days_since_latest_release": 5,
"mean_days_between_releases": 2.6
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 87,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "quantdinger-mcp",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"mcp",
"model-context-protocol",
"quantdinger",
"ai-agent",
"trading",
"backtest",
"quant",
"cursor",
"claude",
"codex",
"openclaw",
"nanobot",
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Intended Audience :: Financial and Insurance Industry",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Office/Business :: Financial :: Investment",
"Topic :: Software Development :: Libraries :: Python Modules"
],
"ecosystem": "pypi",
"matches_repo": false,
"registry_url": "https://pypi.org/project/quantdinger-mcp/",
"is_deprecated": false,
"latest_version": "0.4.0",
"repository_url": "https://github.com/brokermr810/QuantDinger",
"versions_count": 4,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2026-05-02T08:02:35.176434Z",
"latest_published_at": "2026-07-18T16:50:26.093946Z",
"latest_version_yanked": null,
"days_since_latest_publish": 9
}
]
},
"popularity": {
"forks": 2106,
"stars": 10044,
"watchers": 62,
"fork_history": {
"days": [
{
"date": "2026-05-15",
"count": 8
},
{
"date": "2026-05-16",
"count": 35
},
{
"date": "2026-05-17",
"count": 43
},
{
"date": "2026-05-18",
"count": 35
},
{
"date": "2026-05-19",
"count": 46
},
{
"date": "2026-05-20",
"count": 22
},
{
"date": "2026-05-21",
"count": 16
},
{
"date": "2026-05-22",
"count": 18
},
{
"date": "2026-05-23",
"count": 23
},
{
"date": "2026-05-24",
"count": 16
},
{
"date": "2026-05-25",
"count": 19
},
{
"date": "2026-05-26",
"count": 13
},
{
"date": "2026-05-27",
"count": 39
},
{
"date": "2026-05-28",
"count": 17
},
{
"date": "2026-05-29",
"count": 13
},
{
"date": "2026-05-30",
"count": 12
},
{
"date": "2026-05-31",
"count": 18
},
{
"date": "2026-06-01",
"count": 13
},
{
"date": "2026-06-02",
"count": 10
},
{
"date": "2026-06-03",
"count": 8
},
{
"date": "2026-06-04",
"count": 13
},
{
"date": "2026-06-05",
"count": 4
},
{
"date": "2026-06-06",
"count": 11
},
{
"date": "2026-06-07",
"count": 25
},
{
"date": "2026-06-08",
"count": 31
},
{
"date": "2026-06-09",
"count": 21
},
{
"date": "2026-06-10",
"count": 12
},
{
"date": "2026-06-11",
"count": 12
},
{
"date": "2026-06-12",
"count": 8
},
{
"date": "2026-06-13",
"count": 12
},
{
"date": "2026-06-14",
"count": 9
},
{
"date": "2026-06-15",
"count": 9
},
{
"date": "2026-06-16",
"count": 6
},
{
"date": "2026-06-17",
"count": 12
},
{
"date": "2026-06-18",
"count": 13
},
{
"date": "2026-06-19",
"count": 7
},
{
"date": "2026-06-20",
"count": 16
},
{
"date": "2026-06-21",
"count": 17
},
{
"date": "2026-06-22",
"count": 12
},
{
"date": "2026-06-23",
"count": 20
},
{
"date": "2026-06-24",
"count": 14
},
{
"date": "2026-06-25",
"count": 13
},
{
"date": "2026-06-26",
"count": 16
},
{
"date": "2026-06-27",
"count": 18
},
{
"date": "2026-06-28",
"count": 10
},
{
"date": "2026-06-29",
"count": 13
},
{
"date": "2026-06-30",
"count": 11
},
{
"date": "2026-07-01",
"count": 7
},
{
"date": "2026-07-02",
"count": 9
},
{
"date": "2026-07-03",
"count": 11
},
{
"date": "2026-07-04",
"count": 8
},
{
"date": "2026-07-05",
"count": 4
},
{
"date": "2026-07-06",
"count": 7
},
{
"date": "2026-07-07",
"count": 12
},
{
"date": "2026-07-08",
"count": 8
},
{
"date": "2026-07-09",
"count": 4
},
{
"date": "2026-07-10",
"count": 8
},
{
"date": "2026-07-11",
"count": 5
},
{
"date": "2026-07-12",
"count": 11
},
{
"date": "2026-07-13",
"count": 14
},
{
"date": "2026-07-14",
"count": 6
},
{
"date": "2026-07-15",
"count": 11
},
{
"date": "2026-07-16",
"count": 5
},
{
"date": "2026-07-17",
"count": 10
},
{
"date": "2026-07-18",
"count": 6
},
{
"date": "2026-07-19",
"count": 9
},
{
"date": "2026-07-20",
"count": 7
},
{
"date": "2026-07-21",
"count": 8
},
{
"date": "2026-07-22",
"count": 8
},
{
"date": "2026-07-23",
"count": 14
},
{
"date": "2026-07-24",
"count": 5
},
{
"date": "2026-07-25",
"count": 4
},
{
"date": "2026-07-26",
"count": 7
},
{
"date": "2026-07-27",
"count": 3
}
],
"complete": false,
"collected": 1000,
"total_forks": 2106
},
"star_history": null,
"open_issues_and_prs": 39
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": true,
"bootstrap_files": [],
"api_schema_files": [
"docs/api/openapi.yaml"
],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 124651,
"source_files_sampled": 577,
"oversized_source_files": 12,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"backend_api_python/pyproject.toml",
"backend_api_python/requirements-dev.txt",
"backend_api_python/requirements-windows.txt",
"backend_api_python/requirements.txt",
"mcp_server/pyproject.toml"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 29,
"malicious_count": 0,
"assessed_package": "pypi:quantdinger-mcp@0.4.0",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "mcp",
"manifest": "mcp_server/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.28.1,<1.29"
},
{
"name": "httpx",
"manifest": "mcp_server/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.27.0,<0.29"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "httpx",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "mcp",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "akshare",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "alpaca-py",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "bandit",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "bcrypt",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "build",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ccxt",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "celery",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "cryptography",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "exchange-calendars",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "finnhub-python",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "flask",
"direct": false,
"version": "3.1.3",
"ecosystem": "pypi"
},
{
"name": "flask-cors",
"direct": false,
"version": "6.0.0",
"ecosystem": "pypi"
},
{
"name": "flask-smorest",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "gunicorn",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ib-insync",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "litellm",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "marshmallow",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pip-audit",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "prometheus-client",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "psycopg2-binary",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pyjwt",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pyotp",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pypdf",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pysocks",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-cov",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-timeout",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "qrcode",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "redis",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "reportlab",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ta-lib",
"direct": false,
"version": "0.6.8",
"ecosystem": "pypi"
},
{
"name": "twine",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "werkzeug",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "yfinance",
"direct": false,
"version": null,
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 43,
"direct_count": 2,
"indirect_count": 41
}
},
"maintainership": {
"issues": {
"open_prs": 10,
"merged_prs": 31,
"open_issues": 29,
"closed_ratio": 0.701,
"closed_issues": 68,
"closed_unmerged_prs": 37
},
"bus_factor": 2,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "tianhe",
"commits": 172,
"avatar_url": "https://avatars.githubusercontent.com/u/280810?v=4"
},
{
"type": "User",
"login": "quantdinger-lab",
"commits": 144,
"avatar_url": "https://avatars.githubusercontent.com/u/253647768?v=4"
},
{
"type": "User",
"login": "brokermr810",
"commits": 36,
"avatar_url": "https://avatars.githubusercontent.com/u/220133043?v=4"
},
{
"type": "User",
"login": "p369349074",
"commits": 36,
"avatar_url": "https://avatars.githubusercontent.com/u/65352820?v=4"
},
{
"type": "User",
"login": "hang666",
"commits": 13,
"avatar_url": "https://avatars.githubusercontent.com/u/44329474?v=4"
},
{
"type": "User",
"login": "XSX-Milan",
"commits": 6,
"avatar_url": "https://avatars.githubusercontent.com/u/13494834?v=4"
},
{
"type": "User",
"login": "claude",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/81847?v=4"
},
{
"type": "User",
"login": "smc1263",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/266897239?v=4"
},
{
"type": "User",
"login": "Yeadon8888",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/169969531?v=4"
},
{
"type": "User",
"login": "alexander-schneider",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/33292100?v=4"
}
],
"contributors_sampled": 18,
"top_contributor_share": 0.403
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"basic-ci.yml",
"docker-publish.yml",
"openapi-ci.yml",
"security-ci.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [],
"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": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": null,
"reason": "no pull request found",
"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": 0,
"reason": "Found 0/30 approved changesets -- score normalized to 0",
"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": "30 commit(s) and 3 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": 10,
"reason": "SAST tool detected: CodeQL",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 4,
"reason": "security policy file 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": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "23b1aad65c87ef9c5e5424830e99794075a0e632",
"ran_at": "2026-07-27T17:07:12Z",
"aggregate_score": 5.9,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": true
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-27T04:45:46Z",
"oldest_open_prs": [
{
"number": 132,
"created_at": "2026-06-01T16:07:33Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 135,
"created_at": "2026-06-02T09:10:22Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 138,
"created_at": "2026-06-04T07:31:07Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 142,
"created_at": "2026-06-09T06:57:38Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 153,
"created_at": "2026-06-27T18:58:21Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 155,
"created_at": "2026-06-29T09:05:20Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 159,
"created_at": "2026-07-02T10:08:14Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 163,
"created_at": "2026-07-07T15:32:29Z",
"last_comment_at": "2026-07-07T15:44:22Z",
"last_comment_author": "litter998"
},
{
"number": 164,
"created_at": "2026-07-08T06:05:14Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 182,
"created_at": "2026-07-24T15:34:24Z",
"last_comment_at": null,
"last_comment_author": null
}
],
"last_merged_pr_at": "2026-06-03T07:59:28Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 109,
"created_at": "2026-05-17T15:19:20Z",
"last_comment_at": "2026-05-18T05:17:45Z",
"last_comment_author": "brokermr810"
},
{
"number": 130,
"created_at": "2026-06-01T07:59:45Z",
"last_comment_at": "2026-06-11T09:30:11Z",
"last_comment_author": "brokermr810"
},
{
"number": 134,
"created_at": "2026-06-02T07:02:08Z",
"last_comment_at": "2026-07-13T02:02:19Z",
"last_comment_author": "18819040375"
},
{
"number": 137,
"created_at": "2026-06-03T05:51:31Z",
"last_comment_at": "2026-06-11T09:29:58Z",
"last_comment_author": "brokermr810"
},
{
"number": 140,
"created_at": "2026-06-05T08:42:59Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 141,
"created_at": "2026-06-07T02:40:13Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 144,
"created_at": "2026-06-15T03:44:39Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 145,
"created_at": "2026-06-15T13:49:11Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 147,
"created_at": "2026-06-20T17:18:45Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 148,
"created_at": "2026-06-21T03:12:53Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 150,
"created_at": "2026-06-23T06:10:08Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 151,
"created_at": "2026-06-23T14:26:19Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 156,
"created_at": "2026-06-30T15:18:09Z",
"last_comment_at": "2026-07-01T11:52:39Z",
"last_comment_author": "h72by2sz8y-prog"
},
{
"number": 157,
"created_at": "2026-07-01T05:15:55Z",
"last_comment_at": "2026-07-01T14:39:02Z",
"last_comment_author": "FamliarMan"
},
{
"number": 158,
"created_at": "2026-07-01T15:50:53Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 160,
"created_at": "2026-07-02T14:37:41Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 161,
"created_at": "2026-07-03T08:26:17Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 162,
"created_at": "2026-07-06T23:02:26Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 165,
"created_at": "2026-07-08T06:23:02Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 166,
"created_at": "2026-07-09T01:08:39Z",
"last_comment_at": null,
"last_comment_author": null
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/OpenByteInc/QuantDinger",
"host": "github.com",
"name": "QuantDinger",
"owner": "OpenByteInc"
},
"metrics": {
"overall": {
"key": "overall",
"band": "excellent",
"name": "Overall health",
"note": "The weighted overall 73 is calibrated to 87 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 73,
"calibrated": 87,
"calibration": "2026-08-02"
}
}
],
"value": 87,
"inputs": {
"security": 67,
"vitality": 90,
"community": 94,
"governance": 51,
"calibration": "2026-08-02",
"engineering": 72,
"ai_readiness": 41,
"weighted_overall_raw": 73
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 90,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 84,
"inputs": {
"commits_last_year": 459,
"human_commit_share": 1,
"days_since_last_push": 3,
"active_weeks_last_year": 29
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 3 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 3
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "29/52 weeks with commits",
"points": 20.1,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 29
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "459 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 459
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "exceptional",
"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": 36,
"latest_release_tag": "v5.0.8",
"releases_from_tags": false,
"days_since_latest_release": 5,
"mean_days_between_releases": 2.6
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "36 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 36
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 5 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 5
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~2.6 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 2.6
}
}
],
"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": "exceptional",
"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": 11,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 11 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 11
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "exceptional",
"name": "Community & Adoption",
"value": 94,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "exceptional",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 95,
"inputs": {
"forks": 2106,
"stars": 10044,
"watchers": 62,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "10,044 stars",
"points": 60,
"status": "met",
"details": [
{
"code": "stars",
"params": {
"count": 10044
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "2,106 forks",
"points": 25,
"status": "met",
"details": [
{
"code": "forks",
"params": {
"count": 2106
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "62 watchers",
"points": 9.9,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 62
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"readme_badge_services": [],
"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 (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
}
}
],
"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": 13.5,
"status": "met",
"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
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 51,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "moderate",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 58,
"inputs": {
"bus_factor": 2,
"contributors_sampled": 18,
"top_contributor_share": 0.403
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "2 contributor(s) cover half of all commits",
"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 2
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 40% of commits",
"points": 13.4,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 40
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "18 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 18
}
}
],
"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": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"newcomer_pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 50,
"inputs": {
"merged_prs": 31,
"open_issues": 29,
"closed_issues": 68,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
"issue_closed_ratio": 0.701,
"closed_unmerged_prs": 37,
"first_time_authors_30d": null,
"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "70% of issues closed",
"points": 29.4,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 70
}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "31/68 decided PRs merged",
"points": 13.7,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 31,
"decided": 68
}
}
],
"max_points": 30
},
{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "no first-time contributor's PR decided in 30d",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
"params": {
"days": 30
}
}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "weak",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 43,
"inputs": {
"followers": 11,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "OpenByteInc",
"public_repos": 4,
"account_age_days": 8
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "11 followers of OpenByteInc",
"points": 7.8,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 11,
"login": "OpenByteInc"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "4 public repos, account ~0 yr old",
"points": 5.1,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 4
}
},
{
"code": "account_age_years",
"params": {
"years": 0
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 72,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"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": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"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": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
"quantitative-finance",
"quant",
"trade",
"python",
"fintech",
"agent",
"forex",
"alpaca",
"binance",
"backtesting",
"stocks",
"finance",
"crypto",
"exchange",
"saas",
"coinbase",
"strategy",
"mcp-server",
"ai",
"trading-toolkit"
],
"has_wiki": false,
"homepage": "https://ai.quantdinger.com",
"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://ai.quantdinger.com",
"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": "20 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 20
}
}
],
"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": "good",
"name": "Security",
"value": 67,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 59,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.9
},
"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 not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"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": "30 commit(s) and 3 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 detected: CodeQL",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 2,
"status": "partial",
"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": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "exceptional",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:quantdinger-mcp@0.4.0 runtime dependency closure — what installing the published package pulls in — 29 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:quantdinger-mcp@0.4.0",
"assessed": 29
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 29,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "exceptional",
"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": 29,
"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": "exceptional",
"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"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 3
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "weak",
"name": "AI Readiness",
"value": 41,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 9,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.17,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "17 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 9.1,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 17,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "weak",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 37,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile"
}
}
],
"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": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 124651,
"source_files_sampled": 577,
"oversized_source_files": 12
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "12/577 source files over 60KB",
"points": 53.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 577,
"oversized": 12
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "exceptional",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": true,
"api_schema_files": [
"docs/api/openapi.yaml"
]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "docs/api/openapi.yaml",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/api/openapi.yaml"
}
}
],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"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? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"labels": [
"mcp-server"
],
"scores": {
"mcp-server": 9,
"network-service": 3
},
"primary": "mcp-server",
"evidence": [
{
"tier": "dependencies",
"label": "mcp-server",
"source": "dep:mcp",
"weight": 4
},
{
"tier": "structure",
"label": "mcp-server",
"source": "mcp_signal",
"weight": 3
},
{
"tier": "structure",
"label": "network-service",
"source": "api_schema",
"weight": 3
},
{
"tier": "tags",
"label": "mcp-server",
"source": "tag:mcp-server",
"weight": 2
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": false
},
"metrics_version": "2.3.1"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"pypi package 'quantdinger-mcp' points at a different repository (https://github.com/brokermr810/QuantDinger); excluded from ecosystem scoring"
],
"report_type": "repository",
"generated_at": "2026-07-27T17:07:53.438840Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/OpenByteInc/QuantDinger.svg",
"full_name": "OpenByteInc/QuantDinger",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v2.3.1, esquema v0.27.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.