Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-23 22:35 UTC

TheQuantAI / quantsdk

Write quantum code once, run anywhere — a framework-agnostic quantum computing SDK

PythonApache-2.0★ 0 estrellas⑂ 0 forksdesde mar 2026Ver en GitHub ↗

TheQuantAI/quantsdk tiene un índice de salud de 58 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Engineering Quality (81/100) y la más baja, Community & Adoption (43/100). Se actualizó por última vez hace 5 días. Una sola persona concentra la mayor parte del trabajo reciente.

58
global / 100
Moderado

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.

58
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.

Titularidad

TheQuantAIOrganización
0 seguidores5 repositorios públicosdesde mar 2026

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

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
PyPIthequantsdk0.2.03012hace 5 díascirqpennylaneqiskitquantumquantum-computingsdk

Métricas por categoría

Vitalidad

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

68Moderado · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 5 días
2.1/36Cadencia de commits — 3/52 semanas con commits
15.5/18Volumen de commits — 52 commits en el último año
8/10OpenSSF Scorecard: Maintained — 10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8
Datos de entrada utilizados
commits_last_year52
human_commit_share1
days_since_last_push5
active_weeks_last_year3
Cómo se puntúa
27/27Publica versiones — 1 versiones publicadas
36/36Recencia de las versiones — última versión hace 5 días
12.6/27Cadencia de publicación — cadencia desconocida (una sola versión)
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count1
latest_release_tagv0.2.0
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases

Comunidad y Adopción

¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?

43En riesgo · 18% del índice global
Cómo se puntúa
0/60Estrellas — 0 estrellas
0/25Forks — 0 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conduct
has_pull_request_template
Cómo se puntúa
33.1/80Descargas mensuales — 301 descargas/mes en pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesthequantsdk
dependents
ecosystemspypi
total_downloads
monthly_downloads301
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?

48En riesgo · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
0/22.5Distribución de commits — el principal contribuyente firma el 100% de los commits
1.4/13.5Amplitud de contribuyentes — 1 contribuyentes
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Datos de entrada utilizados
bus_factor1
contributors_sampled1
top_contributor_share1
Cómo se puntúa
0/46.8Resolución de issues — sin issues o sin datos
38.2/38.3Aceptación de PR — 16/16 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/13 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs16
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues. Los pesos restantes se han renormalizado.
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
0/25Alcance del propietario — 0 seguidores de TheQuantAI
6.4/25Trayectoria — 5 repos públicos, cuenta de ~0 años
Datos de entrada utilizados
followers0
owner_typeOrganization
is_verified
owner_loginTheQuantAI
public_repos5
account_age_days133
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
35/35Recencia de publicación — última publicación hace 5 días
12/20Historial de versiones — 2 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesthequantsdk
ecosystemspypi
any_deprecatedno
min_days_since_publish5

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

81Bueno · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 4 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentación

100Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://docs.thequantcloud.com
10/10Descripción del repositorio
10/10Topics — 8 topics
10/10Wiki
Datos de entrada utilizados
topicsopenqasm, python, qiskit, quantum, quantum-circuits, quantum-computing, sdk, simulator
has_wiki
homepagehttps://docs.thequantcloud.com
has_readme
has_docs_dir
has_description

Seguridad

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

46En riesgo · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/13 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
6/7.5Maintained — 10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4,6

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.

44En riesgo · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 52 de 52 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
0/11Configuración de lint / formato
11/11Verificación estática de tipos — src/quantsdk/py.typed
0/10Entorno reproducible
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 52
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfiles
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configssrc/quantsdk/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (src/quantsdk/py.typed)
55/55Tamaños de archivo manejables — 0/37 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes42.110
source_files_sampled37
oversized_source_files0
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples, notebooks
Datos de entrada utilizados
example_dirsexamples, notebooks
has_mcp_signalno
api_schema_files

Datos clave

0estrellas de GitHub
1contribuidores
52commits en los últimos 12 meses
5días desde el último push
1versiones publicadas
1factor bus
0issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • deps.dev does not index pypi:thequantsdk@0.2.0; advisories assessed against the repository dependency graph instead

Más detalle

OpenSSF Scorecard 4.6 / 10
4.6agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-23 22:35 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/13 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
8Maintained10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Dependencias directas 1
RegistroPaqueteRestricción de versiónManifiesto
PyPInumpy>=1.24.0pyproject.toml
Todas las dependencias no recopilado

No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Informe JSON sin procesar legible por máquina
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          "oid": "3aeb0bafd11f8f95945da7450d9f117fb769a707",
          "body": "[SDK-012] Fix __version__ to use the thequantsdk distribution name",
          "is_bot": false,
          "headline": "Merge pull request #16 from TheQuantAI/fix/version-distribution-name",
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          "is_bot": false,
          "headline": "[SDK-012] Fix __version__ to read the 'thequantsdk' distribution name",
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        {
          "oid": "90a90f616b5d36454a30576feb5988f46186abef",
          "body": "[SDK-011] Fix release checksum upload (gh release upload --repo)",
          "is_bot": false,
          "headline": "Merge pull request #15 from TheQuantAI/fix/publish-checksums-repo",
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          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-07-18T06:36:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "630994114abefcc1faebedb76c5f48a805a11399",
          "body": "The release-assets job has no actions/checkout, so 'gh release upload' failed with 'not a git repository' (v0.2.0). Pass --repo $GITHUB_REPOSITORY so gh targets the repo without git context. Cosmetic job only — PyPI publish was unaffected.",
          "is_bot": false,
          "headline": "[SDK-011] Fix release checksum upload: pass --repo to gh release upload",
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          "body_truncated": false,
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        {
          "oid": "ead886a6995eed951257e7fa442af8fe99c6d1ed",
          "body": "Release v0.2.0",
          "is_bot": false,
          "headline": "Merge pull request #14 from TheQuantAI/release/v0.2.0",
          "author_name": "Saket-TheQuantAI",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-07-18T06:08:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "8252e3479a0f91cb0b268622a7bf6beda91ffa97",
          "body": "Bump version 0.1.0 -> 0.2.0 (pyproject + __init__ fallback). Restructure CHANGELOG: [0.2.0] = public analyze_circuit/CircuitFeatures (SDK-010) + mypy CI repair; retroactive [0.1.0] for the initial release. No code change beyond the version bump.",
          "is_bot": false,
          "headline": "chore: prepare release v0.2.0",
          "author_name": "Saket",
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          "headline": "Merge pull request #13 from TheQuantAI/sdk-010-public-analyze-circuit",
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          "oid": "8ee0e263a76537ce75d969124905a0d7957553cf",
          "body": "The Type Check job installs .[dev] without qiskit, so type: ignore comments needed only with qiskit (interop/openqasm.py) were flagged unused. Set warn_unused_ignores=false. Verified mypy green both with and without qiskit installed.",
          "is_bot": false,
          "headline": "[SDK-010] Fix CI: don't fail on env-dependent unused type-ignores",
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          "author_login": "Saket-TheQuantAI",
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          "oid": "7d2e4f64a2f205614e5753de2b1aa143d851331c",
          "body": "… 3.10)\n\nNewer numpy ships 'type' statements (3.12+) in stubs mypy can't parse at python_version 3.10, breaking Type Check for all SDK PRs. Add a numpy.* override (follow_imports=skip); our code is still checked against 3.10.",
          "is_bot": false,
          "headline": "[SDK-010] Fix CI: skip numpy stubs in mypy (PEP 695 vs python_version…",
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          "headline": "[SDK-010] Make analyze_circuit + CircuitFeatures public API",
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        },
        {
          "oid": "57e0a2c914e003d038a38bb1ab16ca95f686c72a",
          "body": "docs(L3): Cloud quick-start guide + Cloud API reference",
          "is_bot": false,
          "headline": "Merge pull request #12 from TheQuantAI/feat/cloud-docs",
          "author_name": "Saket-TheQuantAI",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-16T06:54:23Z",
          "body_truncated": false,
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        },
        {
          "oid": "92c46d21bd8223d7e735f5bbf107a600b2317304",
          "body": "- New: docs/getting-started/cloud-quickstart.md (signup, API key, SDK setup, first cloud circuit)\n- New: docs/api/cloud-api.md (full REST API reference: 19 endpoints, auth, errors, rate limits)\n- Updated mkdocs.yml nav with new pages",
          "is_bot": false,
          "headline": "docs(L3): Cloud quick-start guide + Cloud API reference",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-16T06:51:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e9e2eede5b84a68d867f07e2f4b7d4cb60f8120",
          "body": "feat: update Discord invite link to live server",
          "is_bot": false,
          "headline": "Merge pull request #11 from TheQuantAI/feat/discord-link-update",
          "author_name": "Saket-TheQuantAI",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-14T07:50:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "655c7fe49a26c3d9f79a468285ec839e258d8fec",
          "body": "Replace placeholder discord.gg/thequantai with actual server\ninvite link discord.gg/uTEW77Kcj4 in README, CONTRIBUTING, and\nmkdocs config.",
          "is_bot": false,
          "headline": "feat: update Discord invite link to live server",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-14T07:48:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2aa4b74cb96fe3aaf6701914893bc92d07e9420a",
          "body": "fix: set PYTHONIOENCODING=utf-8 for Windows CI",
          "is_bot": false,
          "headline": "Merge pull request #10 from TheQuantAI/fix/windows-unicode-encoding",
          "author_name": "Saket-TheQuantAI",
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          "oid": "ba568db57de7a79a0982a4878640fa983fe81390",
          "body": "Windows cp1252 codec cannot encode emoji characters (✅) in\nsmoke test print statements. Setting PYTHONIOENCODING=utf-8\nat job level fixes this for all platforms.",
          "is_bot": false,
          "headline": "fix: set PYTHONIOENCODING=utf-8 for Windows CI",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T19:46:16Z",
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          "body": "fix: rename PyPI distribution to thequantsdk (quant-sdk already taken)",
          "is_bot": false,
          "headline": "Merge pull request #9 from TheQuantAI/fix/pypi-rename-thequantsdk",
          "author_name": "Saket-TheQuantAI",
          "author_login": "Saket-TheQuantAI",
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          "oid": "e873011bf1329f53768f9162455d8fac9ec7b6cb",
          "body": "PyPI normalizes names: quantsdk = quant-sdk = quant_sdk.\n'quant-sdk' is already registered (crypto trading wrapper).\n\nChanges:\n- pyproject.toml: name = 'thequantsdk' (distribution name)\n- Python import stays 'import quantsdk' (no code changes needed)\n- All 'pip install quantsdk' → 'pip install thequantsdk'\n- PyPI URLs updated in publish.yml and release.yml\n- Docs, README, examples updated\n- Verified: build produces thequantsdk-0.1.0-py3-none-any.whl\n  with quantsdk/ Python package inside",
          "is_bot": false,
          "headline": "fix: rename PyPI distribution to thequantsdk (quant-sdk already taken)",
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          "author_login": "Saket-TheQuantAI",
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          "oid": "eba427efa6c68c761776629e8c6a766a034cb5a3",
          "body": "Feature/sprint2 ionq adapter",
          "is_bot": false,
          "headline": "Merge pull request #5 from TheQuantAI/feature/sprint2-ionq-adapter",
          "author_name": "Saket-TheQuantAI",
          "author_login": "Saket-TheQuantAI",
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          "oid": "79566660f8d30bc3ac014eb6a13324cd361e7b4b",
          "body": "Feature/sprint2 pennylane interop",
          "is_bot": false,
          "headline": "Merge pull request #6 from TheQuantAI/feature/sprint2-pennylane-interop",
          "author_name": "Saket-TheQuantAI",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T14:29:40Z",
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        },
        {
          "oid": "79699c961322e5e317519f9f66491b5199aef9d0",
          "body": "feat(simulators): add GPU-accelerated simulator backend",
          "is_bot": false,
          "headline": "Merge pull request #7 from TheQuantAI/feature/sprint2-gpu-simulator",
          "author_name": "Saket-TheQuantAI",
          "author_login": "Saket-TheQuantAI",
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          "oid": "5a56f507bab82c0f0adae543480eb70782a495e8",
          "body": "feat: boost test coverage to 91% with 99 targeted tests",
          "is_bot": false,
          "headline": "Merge pull request #8 from TheQuantAI/feature/sprint2-coverage-boost",
          "author_name": "Saket-TheQuantAI",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T14:29:02Z",
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          "oid": "07869709f069589ccf97f1edd5562e2c7004bb2f",
          "body": "test_check_ibm_deps_passes requires both qiskit AND qiskit-ibm-runtime,\nbut CI test-interop only installs qiskit + qiskit-aer. Added\nimportorskip('qiskit_ibm_runtime') guard.",
          "is_bot": false,
          "headline": "fix: skip IBM deps test when qiskit-ibm-runtime not installed",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T14:27:28Z",
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          "oid": "311fc72a3b45e8a50737ba3709236d1b47c3fbdb",
          "body": "- Apply ruff format to test_coverage_boost.py\n- Split TestCloudClient into TestCloudClient (basic) and TestCloudClientHTTP\n- Add skipif(not _has_httpx) to TestCloudClientHTTP to avoid @patch('httpx.Client')\n  failures on CI where httpx is not installed\n- Add importlib import for find_spec check",
          "is_bot": false,
          "headline": "fix: apply ruff format and skip httpx-dependent tests when httpx missing",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T14:16:07Z",
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          "body": null,
          "is_bot": false,
          "headline": "style: apply ruff format to gpu simulator files",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T14:03:13Z",
          "body_truncated": false,
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          "oid": "44874e4d39a10aa4ba710b2d61f2001387ee2452",
          "body": null,
          "is_bot": false,
          "headline": "style: apply ruff format to cirq and pennylane interop files",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T14:02:46Z",
          "body_truncated": false,
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        },
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          "oid": "61e30d4ca4020ec69dc0395b5e5ffc2e16ba08d3",
          "body": null,
          "is_bot": false,
          "headline": "style: apply ruff format to ionq, cirq, and pennylane files",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T14:02:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb223424f56fab5b8386751622f1cd75332c9eeb",
          "body": "feat: enhance PyPI publish workflow with attestation, checksums, and …",
          "is_bot": false,
          "headline": "Merge pull request #4 from TheQuantAI/feature/sprint2-pypi-publish",
          "author_name": "Saket-TheQuantAI",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T13:50:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16880c2b976608ea9aa7017d38775533f6bce18d",
          "body": "…release prep\n\npublish.yml improvements:\n- Version tag verification (tag must match pyproject.toml version)\n- SHA256 checksums generated and attached to GitHub release\n- SLSA build provenance attestation via actions/attest-build-provenance\n- Cross-platform install tests (Linux/macOS/Windows, Python \n[…]\nand __init__.py\n- Adds CHANGELOG.md entry placeholder\n- Creates release branch and PR automatically\n\nci.yml enhancement:\n- Added version-check job to verify pyproject.toml and __init__.py stay in sync",
          "is_bot": false,
          "headline": "feat: enhance PyPI publish workflow with attestation, checksums, and …",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T13:49:04Z",
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        {
          "oid": "f4872bcf5b7dbf2bdca49ad3bea6128e7106984b",
          "body": null,
          "is_bot": false,
          "headline": "feat: boost test coverage to 91% with 99 targeted tests",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T13:43:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f29f6ec228fbd491932d03e28d859a66520ae6a",
          "body": "- GPUSimulator: wraps Qiskit Aer with automatic GPU detection\n- Auto/GPU/CPU mode selection via method parameter\n- GPU: statevector_gpu for 30+ qubits with NVIDIA CUDA\n- CPU fallback: automatic method for 25 qubits\n- Configurable noise model support (depolarizing, etc.)\n- Seed-based reproducibility, optimization level control\n- Lazy import from quantsdk.simulators package\n- 37 tests: CPU execution, GPU mocking, noise model, detection\n- All 371 tests passing, ruff + mypy clean",
          "is_bot": false,
          "headline": "feat(simulators): add GPU-accelerated simulator backend",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T13:22:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aec04584d43faa141f765261f60382d50e44c785",
          "body": "- IonQBackend: access IonQ QPUs (Harmony, Aria, Forte) via Amazon Braket\n- BraketLocalBackend: local state-vector simulator (no AWS creds needed)\n- Full gate conversion: 25+ gate types mapped to Braket equivalents\n- Controlled rotations (CRX, CRY, CRZ) via unitary matrices\n- CH gate via unitary matr\n[…]\ned to H-CCX-H\n- Device ARN resolution with shortnames (simulator, harmony, aria, etc.)\n- 75 tests: local sim execution, mocked IonQ device, matrix validation\n- All 522 tests passing, ruff + mypy clean",
          "is_bot": false,
          "headline": "feat(backends): add IonQ/Braket backend adapter",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T13:14:30Z",
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          "oid": "bfe910393861f6d962ed54ec8a2d96031f35885f",
          "body": "…sts -- Sprint 2 Task 2",
          "is_bot": false,
          "headline": "feat: add PennyLane interop (to_pennylane, from_pennylane) with 49 te…",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T12:53:28Z",
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          "oid": "65b00a7ed41ca3d14f26f05dd0c804e8b11123cc",
          "body": "…Task 1",
          "is_bot": false,
          "headline": "feat: add Cirq interop (to_cirq, from_cirq) with 64 tests — Sprint 2 …",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
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          "oid": "490fd46077359cc336e95b44b54074f9a47d5369",
          "body": "docs: update README for Sprint 1 - QuantRouter, Cloud Client, 330 tests",
          "is_bot": false,
          "headline": "Merge pull request #3 from TheQuantAI/docs/update-readme",
          "author_name": "Saket-TheQuantAI",
          "author_login": "Saket-TheQuantAI",
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          "is_bot": false,
          "headline": "docs: update README for Sprint 1 - QuantRouter, Cloud Client, 330 tests",
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          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T11:38:46Z",
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          "oid": "4bd8cdcb8ba926c4151eed69d814ddfe21344b98",
          "body": "* feat: QuantRouter v0.1 + Cloud client + bug fixes (Sprint 1)\n\n* fix: resolve CI failures (lint, type check, security audit)\n\n* style: apply ruff formatting",
          "is_bot": false,
          "headline": "feat: QuantRouter v0.1 + Cloud client + bug fixes (Sprint 1)",
          "author_name": "Saket-TheQuantAI",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-13T11:21:03Z",
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        },
        {
          "oid": "10fbbf856c382fa615b05d346abf548ebe68c298",
          "body": "ci: add MkDocs deployment workflow for docs.thequantcloud.com",
          "is_bot": false,
          "headline": "Merge pull request #1 from TheQuantAI/ci/docs-deployment",
          "author_name": "Saket-TheQuantAI",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-12T17:53:51Z",
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          "is_coding_agent": false
        },
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          "oid": "503c4e6e22855cb734126f33c5ea2c1f698123e9",
          "body": "- GitHub Actions workflow triggers on docs/mkdocs.yml/src changes\n- Installs MkDocs Material + mkdocstrings, runs gh-deploy\n- CNAME file for docs.thequantcloud.com custom domain",
          "is_bot": false,
          "headline": "ci: add MkDocs deployment workflow for docs.thequantcloud.com",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-12T13:55:25Z",
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          "body": "…curity scanner\n\n- Fix ruff format violations across 14 source/test files\n- Fix ruff lint: import sorting in __init__.py, remove unused noqa in openqasm.py\n- Fix mypy: add type: ignore for Gate factory pattern in openqasm.py,\n  annotate __getattr__ return type, fix no-any-return in local.py\n- Fix se\n[…]\nwn dep vulns shouldn't break CI)\n- Replace broken PyPI badge with static version badge (pre-publish)\n- Remove codecov badge (not configured yet)\n- All 272 tests passing, all 3 checks now green locally",
          "is_bot": false,
          "headline": "fix: resolve CI failures — lint formatting, mypy type annotations, se…",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-12T09:34:18Z",
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        },
        {
          "oid": "da82f92c167b325c3f68c4836f0deb32a8002a1d",
          "body": "…val with sandboxed parser, add token masking, add security CI job, 10 new security tests (272 total passing)",
          "is_bot": false,
          "headline": "security: pre-release security audit and hardening - replace unsafe e…",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-12T07:03:57Z",
          "body_truncated": false,
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        },
        {
          "oid": "56589ac69840930c9b1c0b6ee332679a1539e9dc",
          "body": "- Version bumped from 0.1.0-dev to 0.1.0\n- __version__ now reads from importlib.metadata (single source of truth)\n- Added py.typed PEP 561 marker for typed package support\n- Added hatch sdist include config (source, tests, LICENSE, CHANGELOG)\n- Enhanced publish.yml workflow:\n  - twine check validati\n[…]\nstpypi and publish-pypi jobs\n\nVerified: build → twine check → clean venv install → smoke tests all pass.\nPackage: quantsdk-0.1.0-py3-none-any.whl (37KB), quantsdk-0.1.0.tar.gz (44KB)\nTests: 262 passed",
          "is_bot": false,
          "headline": "feat: PyPI-ready packaging for quantsdk v0.1.0",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-12T06:51:15Z",
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        },
        {
          "oid": "29de7148a4d8eb3a61fcd84ad1ce421fcbf1619d",
          "body": "- New docs/examples/index.md with all 22 notebooks grouped by level\n- Each entry has Download, GitHub View, and Tutorial links (where applicable)\n- Added Examples section to mkdocs.yml navigation\n- Fixed SECURITY.md link in CONTRIBUTING.md for strict build",
          "is_bot": false,
          "headline": "docs: add Examples page cataloging all 22 notebooks with download links",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-11T11:04:38Z",
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          "body": "…r notebooks",
          "is_bot": false,
          "headline": "docs: add 'Try it interactively' callouts linking tutorials to Jupyte…",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-11T10:53:45Z",
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        },
        {
          "oid": "36f821afa4b0ba6919f7d170c89cf58881598585",
          "body": "- README.md: comprehensive rewrite with feature showcase, gate table,\n  22-notebook examples catalog, architecture diagram, interop examples\n- CONTRIBUTING.md: updated project structure (44 gates, 54 GATE_MAP),\n  added gate/backend addition guides, PR guidelines, security section\n- CHANGELOG.md: com\n[…]\nuest templates\n- .github/PULL_REQUEST_TEMPLATE.md: PR checklist template\n- examples/*.ipynb: notebook content (was tracked as empty files)\n\nPre-release checklist #11 complete. 262 tests still passing.",
          "is_bot": false,
          "headline": "docs: polish community files for open-source release",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-11T10:35:57Z",
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        },
        {
          "oid": "16ed52c906ec8fa942443fbe9a7e4e99826ee669",
          "body": "…tum computing\n\nBeginner (01-07): Hello quantum, Bell states, GHZ, single-qubit gates,\n  multi-qubit gates, circuit inspection, results visualization\nIntermediate (08-14): Teleportation, Deutsch-Jozsa, Bernstein-Vazirani,\n  Simon's algorithm, Grover's search, QFT, phase estimation\nAdvanced (15-18): \n[…]\nquantum ML classifier, parameter-shift gradients\nInterop (19-22): Qiskit interop, OpenQASM interop, backend comparison, 50+ gates showcase\n\nPre-release checklist #10 complete. 262 tests still passing.",
          "is_bot": false,
          "headline": "examples: add 22 Jupyter notebooks covering beginner to advanced quan…",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-11T10:28:24Z",
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        },
        {
          "oid": "39a41b2b762fda0044145e71c9a3324bfb52b553",
          "body": "- MkDocs Material config with deep purple/amber theme, dark/light toggle\n- Auto-generated API reference via mkdocstrings (Circuit, Gates, Result, Backend, Interop)\n- Getting Started: installation, quickstart, first circuit, real hardware\n- 10 tutorials: Bell state, teleportation, Deutsch-Jozsa, Bern\n[…]\nuides: local simulator, IBM Quantum, custom backend\n- MathJax support for LaTeX equations in tutorials\n- Contributing and changelog pages with snippet includes\n- Custom CSS and Mermaid diagram support",
          "is_bot": false,
          "headline": "docs: add MkDocs Material documentation site with 30+ pages",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-11T10:07:22Z",
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          "body": "… entries)\n\nNew single-qubit gates: Sdg, Tdg, SX, SXdg\nNew parametric gates: Phase(P), U1, U2, R\nNew controlled gates: CY, CH, CS, CSdg, CRX, CRY, CRZ, CP, CU1, CU3, CSX\nNew two-qubit rotations: RXX, RYY, RZX\nNew two-qubit special: iSWAP, DCX, ECR\nNew three-qubit: CCZ\nNew special: Reset (with simulator support)\nCircuit fluent API for all 27 new gates\nQiskit and OpenQASM interop updated for full gate set\n96 new tests, all 262 passing, ruff lint clean",
          "is_bot": false,
          "headline": "feat: expand gate library to 50+ gates (17 -> 44 classes, 55 GATE_MAP…",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-11T09:45:25Z",
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        {
          "oid": "199e5a10f936be0fec4d9d1508747e4cb86c7628",
          "body": "…CI/CD\n\nCircuit: add to_qiskit/to_openqasm/from_qiskit/from_openqasm convenience methods\nResult: add plot_histogram (matplotlib) and to_pandas (pandas)\nRunner: wire qs.run to support aer and ibm backends with proper routing\nAdd GitHub Actions CI (lint, test 3.10-3.13, interop, mypy) and PyPI publish\nAdd CONTRIBUTING.md and CODE_OF_CONDUCT.md\nFix IBM channel default for qiskit-ibm-runtime 0.45+\n20 new tests, all 166 passing, ruff lint clean",
          "is_bot": false,
          "headline": "feat: complete v0.1 API surface - convenience methods, routing, viz, …",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-11T09:24:56Z",
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        },
        {
          "oid": "73334d97f1f37c53aa07daf5902ee3fe7c1b4976",
          "body": "…apters\n\n- interop/qiskit_interop.py: to_qiskit() and from_qiskit() for bidirectional\n  conversion between QuantSDK and Qiskit QuantumCircuit (all 17 gates mapped)\n- interop/openqasm.py: to_openqasm() and from_openqasm() for OpenQASM 2.0\n  export/import with full parser (supports pi expressions, com\n[…]\nselection, job metadata)\n- backends/ibm.py: AerBackend for local Aer simulator (no token needed)\n- 55 new tests: 20 Qiskit interop, 24 OpenQASM, 11 Aer backend\n- All 146 tests passing, ruff lint clean",
          "is_bot": false,
          "headline": "feat: add framework interop (Qiskit, OpenQASM) and IBM/Aer backend ad…",
          "author_name": "Saket",
          "author_login": "Saket-TheQuantAI",
          "committed_at": "2026-03-11T08:57:08Z",
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        },
        {
          "oid": "6cd65aa79975084c669e5a8d5fa3dda91bc29aac",
          "body": "- Sort __all__, imports\n- Replace ambiguous Unicode chars\n- Remove unused imports\n- Simplify dict.get() calls",
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            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "merged_prs": 16,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "16/16 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 16,
                      "decided": 16
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/13 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 36,
            "inputs": {
              "followers": 0,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "TheQuantAI",
              "public_repos": 5,
              "account_age_days": 133
            },
            "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": "0 followers of TheQuantAI",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 0,
                      "login": "TheQuantAI"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "5 public repos, account ~0 yr old",
                "points": 6.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 5
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "packages": [
                "thequantsdk"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "2 published versions",
                "points": 12,
                "status": "partial",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 81,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
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              "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": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "openqasm",
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                "qiskit",
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                "quantum-circuits",
                "quantum-computing",
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                "simulator"
              ],
              "has_wiki": true,
              "homepage": "https://docs.thequantcloud.com",
              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.thequantcloud.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": "8 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 46,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": null,
            "notes": [],
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            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 4.6
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            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/13 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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": "10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 1
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 44,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "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": {}
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                ],
                "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": "52 of 52 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 52,
                      "sampled": 52
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
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            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 33,
            "inputs": {
              "has_nix": false,
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              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
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              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
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              },
              {
                "key": "lint_format_config",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "src/quantsdk/py.typed",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                ],
                "max_points": 11
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              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 52",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_agent_authored_commits",
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
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                    "code": "no_dependency_automation",
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                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
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                "status": "missed",
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              }
            ]
          },
          {
            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
            "note": null,
            "notes": [],
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              "largest_source_bytes": 42110,
              "source_files_sampled": 37,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (src/quantsdk/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/37 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
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                      "kb": 60,
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                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
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              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index pypi:thequantsdk@0.2.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T22:35:26.132901Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/TheQuantAI/quantsdk.svg",
  "full_name": "TheQuantAI/quantsdk",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

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

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