Registro público
Informe de salud del softwareesquema 0.16.0 · métricas 1.13.0 · 2026-07-20 23:27 UTC

shredEngineer / Archive-Agent

Find your files with natural language and ask questions.

PythonGPL-3.0★ 63 estrellas⑂ 9 forksdesde mar 2025Ver en GitHub ↗

shredEngineer/Archive-Agent tiene un índice de salud de 47 sobre 100, lo que lo sitúa en la banda En riesgo. Su puntuación más alta es Vitality (80/100) y la más baja, Security (21/100). Se actualizó por última vez hace 10 días. Una sola persona concentra la mayor parte del trabajo reciente.

47
global / 100
En riesgo

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.

47
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

Dr.-Ing. Paul WilhelmCuenta personal
31 seguidores27 repositorios públicosdesde may 2018

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

Métricas por categoría

Vitalidad

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

80Bueno · 22% del índice global
Cómo se puntúa
28.8/36Recencia de push — último push hace 10 días
15.2/36Cadencia de commits — 22/52 semanas con commits
18/18Volumen de commits — 291 commits en el último año
4/10OpenSSF Scorecard: Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
Datos de entrada utilizados
commits_last_year291
human_commit_share
days_since_last_push10
active_weeks_last_year22
Cómo se puntúa
27/27Publica versiones — 53 versiones publicadas
36/36Recencia de las versiones — última versión hace 10 días
27/27Cadencia de publicación — una versión cada ~16,4 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count53
latest_release_tagv22.5.0
releases_from_tagsno
days_since_latest_release10
mean_days_between_releases16,4
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?

44En riesgo · 18% del índice global
Cómo se puntúa
29.1/60Estrellas — 63 estrellas
7.5/25Forks — 9 forks
1.7/15Observadores — 3 observadores
Datos de entrada utilizados
forks9
stars63
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (GPL-3.0)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sostenibilidad y Gobernanza

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

40En riesgo · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
0.1/22.5Distribución de commits — el principal contribuyente firma el 99% de los commits
4.1/13.5Amplitud de contribuyentes — 3 contribuyentes
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Datos de entrada utilizados
bus_factor1
contributors_sampled3
top_contributor_share0,994
Cómo se puntúa
33.7/46.8Resolución de issues — 72% de issues cerradas
25.5/38.3Aceptación de PR — 2/3 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/28 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs2
open_issues17
closed_issues44
issue_closed_ratio0,721
closed_unmerged_prs1
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
10.8/25Alcance del propietario — 31 seguidores de shredEngineer
22.5/25Trayectoria — 27 repos públicos, cuenta de ~8 años
Datos de entrada utilizados
followers31
owner_typeUser
is_verified
owner_loginshredEngineer
public_repos27
account_age_days2985
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

44En riesgo · 20% del índice global
Cómo se puntúa
0/24Flujos de trabajo de CI
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0
Datos de entrada utilizados
has_cino
has_tests
has_editorconfigno
has_linter_configno
has_precommit_configno
Cómo se puntúa
30/30README
0/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://wilhelm.dev
10/10Descripción del repositorio
10/10Topics — 9 topics
10/10Wiki
Datos de entrada utilizados
topicsocr, openai, python, rag, mcp-server, ollama, lm-studio, mcp, qdrant
has_wiki
homepagehttps://wilhelm.dev
has_readme
has_docs_dirno
has_description

Seguridad

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

21Crítico · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/28 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
0/10Dangerous-Workflow — sin datos
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
3/7.5Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — sin datos
0/7.5Vulnerabilities — 72 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated14
scorecard_versionv5.5.0
checks_inconclusive4
scorecard_aggregate1,7
Excluidos de la puntuación (sin datos o no aplicable): dangerous_workflow, packaging, signed_releases, token_permissions. Los pesos restantes se han renormalizado.
Cómo se puntúa
6.3/35Dependencias directas libres de avisos conocidos — 5 afectados: pillow 11.3.0 (critical 9.1), mcp 1.8.1 (high 7.5), diskcache 5.6.3 (moderate), +2 más
0/25Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
22.9/40Sin avisos pendientes — 5 paquete(s) con avisos sin atender más allá de 90 días; el más antiguo publicado hace 381 días
Datos de entrada utilizados
sourceosv
advisories135
affected_packages23
assessed_packages146
unassessed_packages0
affected_by_severitycritical 2, high 10, moderate 9, low 2
direct_affected_packages5
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos. Los pesos restantes se han renormalizado. Se cotejaron 146 dependencias resueltas con OSV. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. No se analiza la alcanzabilidad.

Preparación para IA

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

49En riesgo · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
0/40Historial de commits legible — sin datos
Datos de entrada utilizados
has_llms_txtno
legible_history_share
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes47.940
Excluidos de la puntuación (sin datos o no aplicable): Historial de commits legible. Los pesos restantes se han renormalizado.
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
0/11Configuración de lint / formato
0/11Verificación estática de tipos
10/10Entorno reproducible — lockfile
0/10Práctica demostrada con agentes — sin datos
0/8Mantenimiento automatizado — sin datos
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluidos de la puntuación (sin datos o no aplicable): Práctica demostrada con agentes, Mantenimiento automatizado. Los pesos restantes se han renormalizado.
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
55/55Tamaños de archivo manejables — 0/151 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes24.904
source_files_sampled151
oversized_source_files0
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
20/20Servidor MCP
0/40Ejemplos ejecutables
Datos de entrada utilizados
example_dirs
has_mcp_signal
api_schema_files

Datos clave

63estrellas de GitHub
3contribuidores
291commits en los últimos 12 meses
10días desde el último push
53versiones publicadas
1factor bus
17issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Could not fetch pypi package 'archive-agent' from its registry

Más detalle

OpenSSF Scorecard 1.7 / 10
1.7agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-20 23:26 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 1 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/28 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
n/dDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
4Maintained5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
n/dToken-PermissionsNo tokens found
0Vulnerabilities72 existing vulnerabilities detected
Dependencias directas 19
RegistroPaqueteRestricción de versiónManifiesto
PyPIopenai>=1.69.0,<2.0.0pyproject.toml
PyPIqdrant-client>=1.15.0,<2.0.0pyproject.toml
PyPIdiskcache>=5.6.3,<6.0.0pyproject.toml
PyPItyper>=0.15.2,<0.16.0pyproject.toml
PyPIpillow>=11.1.0,<12.0.0pyproject.toml
PyPIcharset-normalizer>=3.4.1,<4.0.0pyproject.toml
PyPIrich>=14.0.0,<15.0.0pyproject.toml
PyPIrequests>=2.32.3,<3.0.0pyproject.toml
PyPIstreamlit>=1.44.1,<2.0.0pyproject.toml
PyPIpypandoc>=1.15,<2.0pyproject.toml
PyPIspacy>=3.8.5,<4.0.0pyproject.toml
PyPIen-core-web-md@ https://github.com/explosion/spacy-models/releases/download/en_core_web_md-3.8.0/en_core_web_md-3.8.0-py3-none-any.whlpyproject.toml
PyPIpymupdf4llm>=0.0.21,<0.0.22pyproject.toml
PyPIfastapi>=0.115.12,<0.116pyproject.toml
PyPIuvicorn>=0.34.2,<0.35pyproject.toml
PyPImcp==1.8.1pyproject.toml
PyPIollama>=0.4.8,<0.5pyproject.toml
PyPIstreamlit-extras>=0.4.3,<0.5pyproject.toml
PyPIkneed>=0.8.5,<0.9.0pyproject.toml
Todas las dependencias 146

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 19 paquetes directos y 127 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPIcharset-normalizer3.4.2directa
PyPIdiskcache5.6.3directa
PyPIen-core-web-md3.8.0directa
PyPIfastapi0.115.14directa
PyPIkneed0.8.5directa
PyPImcp1.8.1directa
PyPIollama0.4.9directa
PyPIopenai1.93.1directa
PyPIpillow11.3.0directa
PyPIpymupdf4llm0.0.21directa
PyPIpypandoc1.15directa
PyPIqdrant-client1.16.2directa
PyPIrequests2.32.4directa
PyPIrich14.0.0directa
PyPIspacy3.8.7directa
PyPIstreamlit1.46.1directa
PyPIstreamlit-extras0.4.7directa
PyPItyper0.15.4directa
PyPIuvicorn0.34.3directa
PyPIaltair5.5.0indirecta
PyPIaltex0.2.0indirecta
PyPIannotated-types0.7.0indirecta
PyPIanyio4.9.0indirecta
PyPIarchive-agent22.5.0indirecta
PyPIattrs25.3.0indirecta
PyPIbeautifulsoup44.13.4indirecta
PyPIblinker1.9.0indirecta
PyPIblis1.3.0indirecta
PyPIcachetools6.1.0indirecta
PyPIcatalogue2.0.10indirecta
PyPIcertifi2025.6.15indirecta
PyPIclick8.1.8indirecta
PyPIcloudpathlib0.21.1indirecta
PyPIcolorama0.4.6indirecta
PyPIconfection0.1.5indirecta
PyPIcontourpy1.3.2indirecta
PyPIcoverage7.9.2indirecta
PyPIcycler0.12.1indirecta
PyPIcymem2.0.11indirecta
PyPIdistro1.9.0indirecta
PyPIentrypoints0.4indirecta
PyPIexceptiongroup1.3.0indirecta
PyPIfaker37.4.0indirecta
PyPIfavicon0.7.0indirecta
PyPIfonttools4.58.5indirecta
PyPIgitdb4.0.12indirecta
PyPIgitpython3.1.44indirecta
PyPIgrpcio1.73.1indirecta
PyPIh110.16.0indirecta
PyPIh24.2.0indirecta
PyPIhpack4.1.0indirecta
PyPIhtbuilder0.9.0indirecta
PyPIhttpcore1.0.9indirecta
PyPIhttpx0.28.1indirecta
PyPIhttpx-sse0.4.1indirecta
PyPIhyperframe6.1.0indirecta
PyPIidna3.10indirecta
PyPIiniconfig2.1.0indirecta
PyPIjinja23.1.6indirecta
PyPIjiter0.10.0indirecta
PyPIjsonschema4.24.0indirecta
PyPIjsonschema-specifications2025.4.1indirecta
PyPIkiwisolver1.4.8indirecta
PyPIlangcodes3.5.0indirecta
PyPIlanguage-data1.3.0indirecta
PyPIlxml6.0.0indirecta
PyPImarisa-trie1.2.1indirecta
PyPImarkdown3.8.2indirecta
PyPImarkdown-it-py3.0.0indirecta
PyPImarkdownlit0.0.7indirecta
PyPImarkupsafe3.0.2indirecta
PyPImatplotlib3.10.3indirecta
PyPImdurl0.1.2indirecta
PyPImurmurhash1.0.13indirecta
PyPInarwhals1.46.0indirecta
PyPInodeenv1.9.1indirecta
PyPInumpy2.2.6indirecta
PyPInumpy2.3.1indirecta
PyPIpackaging25.0indirecta
PyPIpandas2.3.0indirecta
PyPIplotly6.2.0indirecta
PyPIpluggy1.6.0indirecta
PyPIportalocker2.10.1indirecta
PyPIpreshed3.0.10indirecta
PyPIprometheus-client0.22.1indirecta
PyPIprotobuf6.31.1indirecta
PyPIpyarrow20.0.0indirecta
PyPIpycodestyle2.14.0indirecta
PyPIpydantic2.11.7indirecta
PyPIpydantic-core2.33.2indirecta
PyPIpydantic-settings2.10.1indirecta
PyPIpydeck0.9.1indirecta
PyPIpygments2.19.2indirecta
PyPIpymdown-extensions10.16indirecta
PyPIpymupdf1.26.3indirecta
PyPIpyparsing3.2.3indirecta
PyPIpyright1.1.403indirecta
PyPIpytest8.4.1indirecta
PyPIpytest-cov5.0.0indirecta
PyPIpython-dateutil2.9.0.post0indirecta
PyPIpython-dotenv1.1.1indirecta
PyPIpython-multipart0.0.20indirecta
PyPIpytz2025.2indirecta
PyPIpywin32310indirecta
PyPIpyyaml6.0.2indirecta
PyPIreferencing0.36.2indirecta
PyPIrpds-py0.26.0indirecta
PyPIscipy1.15.3indirecta
PyPIscipy1.17.0indirecta
PyPIsetuptools80.9.0indirecta
PyPIshellingham1.5.4indirecta
PyPIsix1.17.0indirecta
PyPIsmart-open7.3.0.post1indirecta
PyPIsmmap5.0.2indirecta
PyPIsniffio1.3.1indirecta
PyPIsoupsieve2.7indirecta
PyPIspacy-legacy3.0.12indirecta
PyPIspacy-loggers1.0.5indirecta
PyPIsrsly2.5.1indirecta
PyPIsse-starlette2.4.1indirecta
PyPIst-annotated-text4.0.2indirecta
PyPIst-theme1.2.3indirecta
PyPIstarlette0.46.2indirecta
PyPIstreamlit-camera-input-live0.2.0indirecta
PyPIstreamlit-card1.0.2indirecta
PyPIstreamlit-embedcode0.1.2indirecta
PyPIstreamlit-faker0.0.4indirecta
PyPIstreamlit-image-coordinates0.1.9indirecta
PyPIstreamlit-keyup0.3.0indirecta
PyPIstreamlit-toggle-switch1.0.2indirecta
PyPIstreamlit-vertical-slider2.5.5indirecta
PyPItenacity9.1.2indirecta
PyPIthinc8.3.6indirecta
PyPItoml0.10.2indirecta
PyPItomli2.2.1indirecta
PyPItornado6.5.1indirecta
PyPItqdm4.67.1indirecta
PyPItyping-extensions4.14.1indirecta
PyPItyping-inspection0.4.1indirecta
PyPItzdata2025.2indirecta
PyPIurllib32.5.0indirecta
PyPIvalidators0.35.0indirecta
PyPIwasabi1.1.3indirecta
PyPIwatchdog6.0.0indirecta
PyPIweasel0.4.1indirecta
PyPIwrapt1.17.2indirecta
Avisos de dependencias 23

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 146 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 23 tienen avisos conocidos, de los cuales 5 son directas.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
pillow11.3.0directacrítica2812.3.0
gitpython3.1.44indirectacrítica93.1.50
mcp1.8.1directaalta81.28.1
click8.1.8indirectaalta18.3.3
lxml6.0.0indirectaalta26.1.0
protobuf6.31.1indirectaalta26.33.5
pyarrow20.0.0indirectaalta223.0.1
python-multipart0.0.20indirectaalta140.0.31
soupsieve2.7indirectaalta42.8.4
starlette0.46.2indirectaalta141.3.1
tornado6.5.1indirectaalta186.5.7
urllib32.5.0indirectaalta82.7.0
diskcache5.6.3directamoderada2
requests2.32.4directamoderada22.33.0
streamlit1.46.1directamoderada41.54.0
fonttools4.58.5indirectamoderada24.60.2
idna3.10indirectamoderada23.15
pymdown-extensions10.16indirectamoderada410.21.3
pytest8.4.1indirectamoderada29.0.3
python-dotenv1.1.1indirectamoderada21.2.2
setuptools80.9.0indirectamoderada183.0.0
h24.2.0indirectabaja24.3.0
pygments2.19.2indirectabaja22.20.0

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": [
        "ocr",
        "openai",
        "python",
        "rag",
        "mcp-server",
        "ollama",
        "lm-studio",
        "mcp",
        "qdrant"
      ],
      "is_fork": false,
      "size_kb": 26085,
      "has_wiki": true,
      "homepage": "https://wilhelm.dev",
      "languages": {
        "HTML": 5990,
        "Shell": 8691,
        "Python": 518894
      },
      "pushed_at": "2026-07-10T18:31:14Z",
      "created_at": "2025-03-30T10:28:44Z",
      "owner_type": "User",
      "updated_at": "2026-07-17T15:29:59Z",
      "description": "Find your files with natural language and ask questions.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "GPL-3.0",
      "default_branch": "main",
      "license_spdx_raw": "GPL-3.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://advanced-rediscovery.com/",
      "name": "Dr.-Ing. Paul Wilhelm",
      "type": "User",
      "login": "shredEngineer",
      "company": null,
      "location": "Germany",
      "followers": 31,
      "avatar_url": "https://avatars.githubusercontent.com/u/39415391?v=4",
      "created_at": "2018-05-18T17:04:18Z",
      "is_verified": null,
      "public_repos": 27,
      "account_age_days": 2985
    },
    "license": {
      "state": "standard",
      "spdx_id": "GPL-3.0",
      "raw_spdx": "GPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases_count": 53,
      "commits_last_year": 291,
      "latest_release_at": "2026-07-10T18:31:14Z",
      "latest_release_tag": "v22.5.0",
      "releases_from_tags": false,
      "days_since_last_push": 10,
      "active_weeks_last_year": 22,
      "days_since_latest_release": 10,
      "mean_days_between_releases": 16.4
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 42,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": []
    },
    "popularity": {
      "forks": 9,
      "stars": 63,
      "watchers": 3,
      "open_issues_and_prs": 17
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": true,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "largest_source_bytes": 24904,
      "source_files_sampled": 151,
      "oversized_source_files": 0,
      "agent_instruction_files": [
        "CLAUDE.md"
      ],
      "agent_instruction_max_bytes": 47940
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml",
        "setup.cfg"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [
          {
            "name": "pillow",
            "direct": true,
            "version": "11.3.0",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.1,
            "advisory_ids": [
              "GHSA-45hq-cxwh-f6vc",
              "GHSA-4x4j-2g7c-83w6",
              "GHSA-5x94-69rx-g8h2",
              "GHSA-5xmw-vc9v-4wf2",
              "GHSA-62p4-gmf7-7g93",
              "GHSA-6r8x-57c9-28j4",
              "GHSA-8v84-f9pq-wr9x",
              "GHSA-cfh3-3jmp-rvhc",
              "GHSA-fj7v-r99m-22gq",
              "GHSA-phj9-mv4w-65pm"
            ],
            "fixed_version": "12.3.0",
            "advisory_count": 28,
            "oldest_advisory_days": 159
          },
          {
            "name": "gitpython",
            "direct": false,
            "version": "3.1.44",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.8,
            "advisory_ids": [
              "GHSA-7545-fcxq-7j24",
              "GHSA-mv93-w799-cj2w",
              "GHSA-rpm5-65cw-6hj4",
              "GHSA-v87r-6q3f-2j67",
              "GHSA-x2qx-6953-8485",
              "PYSEC-2026-2160",
              "PYSEC-2026-2161",
              "PYSEC-2026-2162",
              "PYSEC-2026-2163"
            ],
            "fixed_version": "3.1.50",
            "advisory_count": 9,
            "oldest_advisory_days": 85
          },
          {
            "name": "mcp",
            "direct": true,
            "version": "1.8.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-3qhf-m339-9g5v",
              "GHSA-9h52-p55h-vw2f",
              "GHSA-j975-95f5-7wqh",
              "GHSA-jpw9-pfvf-9f58",
              "GHSA-vj7q-gjh5-988w",
              "PYSEC-2026-1616",
              "PYSEC-2026-1617",
              "PYSEC-2026-1618"
            ],
            "fixed_version": "1.28.1",
            "advisory_count": 8,
            "oldest_advisory_days": 381
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.1.8",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.2,
            "advisory_ids": [
              "PYSEC-2026-2132"
            ],
            "fixed_version": "8.3.3",
            "advisory_count": 1,
            "oldest_advisory_days": 81
          },
          {
            "name": "lxml",
            "direct": false,
            "version": "6.0.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-vfmq-68hx-4jfw",
              "PYSEC-2026-87"
            ],
            "fixed_version": "6.1.0",
            "advisory_count": 2,
            "oldest_advisory_days": 90
          },
          {
            "name": "protobuf",
            "direct": false,
            "version": "6.31.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-7gcm-g887-7qv7",
              "PYSEC-2026-1805"
            ],
            "fixed_version": "6.33.5",
            "advisory_count": 2,
            "oldest_advisory_days": 178
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": "20.0.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7,
            "advisory_ids": [
              "GHSA-rgxp-2hwp-jwgg",
              "PYSEC-2026-113"
            ],
            "fixed_version": "23.0.1",
            "advisory_count": 2,
            "oldest_advisory_days": 153
          },
          {
            "name": "python-multipart",
            "direct": false,
            "version": "0.0.20",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 8.6,
            "advisory_ids": [
              "GHSA-5rvq-cxj2-64vf",
              "GHSA-6jv3-5f52-599m",
              "GHSA-mj87-hwqh-73pj",
              "GHSA-pp6c-gr5w-3c5g",
              "GHSA-v9pg-7xvm-68hf",
              "GHSA-vffw-93wf-4j4q",
              "GHSA-wp53-j4wj-2cfg",
              "PYSEC-2026-1852",
              "PYSEC-2026-3036",
              "PYSEC-2026-3037"
            ],
            "fixed_version": "0.0.31",
            "advisory_count": 14,
            "oldest_advisory_days": 174
          },
          {
            "name": "soupsieve",
            "direct": false,
            "version": "2.7",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-2wc2-fm75-p42x",
              "GHSA-836r-79rf-4m37",
              "PYSEC-2026-3071",
              "PYSEC-2026-3072"
            ],
            "fixed_version": "2.8.4",
            "advisory_count": 4,
            "oldest_advisory_days": 11
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "0.46.2",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-2c2j-9gv5-cj73",
              "GHSA-7f5h-v6xp-fcq8",
              "GHSA-82w8-qh3p-5jfq",
              "GHSA-86qp-5c8j-p5mr",
              "GHSA-jp82-jpqv-5vv3",
              "GHSA-wqp7-x3pw-xc5r",
              "GHSA-x746-7m8f-x49c",
              "PYSEC-2026-161",
              "PYSEC-2026-1941",
              "PYSEC-2026-1942"
            ],
            "fixed_version": "1.3.1",
            "advisory_count": 14,
            "oldest_advisory_days": 364
          },
          {
            "name": "tornado",
            "direct": false,
            "version": "6.5.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.7,
            "advisory_ids": [
              "GHSA-3x9g-8vmp-wqvf",
              "GHSA-78cv-mqj4-43f7",
              "GHSA-c98p-7wgm-6p64",
              "GHSA-cx3h-4qpv-8hc9",
              "GHSA-fqwm-6jpj-5wxc",
              "GHSA-jhmp-mqwm-3gq8",
              "GHSA-mgf9-4vpg-hj56",
              "GHSA-pr2v-jx2c-wg9f",
              "GHSA-pw6j-qg29-8w7f",
              "GHSA-qjxf-f2mg-c6mc"
            ],
            "fixed_version": "6.5.7",
            "advisory_count": 18,
            "oldest_advisory_days": 220
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.5.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-2xpw-w6gg-jr37",
              "GHSA-38jv-5279-wg99",
              "GHSA-gm62-xv2j-4w53",
              "GHSA-qccp-gfcp-xxvc",
              "PYSEC-2026-141",
              "PYSEC-2026-1994",
              "PYSEC-2026-1996",
              "PYSEC-2026-1998"
            ],
            "fixed_version": "2.7.0",
            "advisory_count": 8,
            "oldest_advisory_days": 227
          },
          {
            "name": "diskcache",
            "direct": true,
            "version": "5.6.3",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-w8v5-vhqr-4h9v",
              "PYSEC-2026-2447"
            ],
            "fixed_version": null,
            "advisory_count": 2,
            "oldest_advisory_days": 159
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.32.4",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.5,
            "advisory_ids": [
              "GHSA-gc5v-m9x4-r6x2",
              "PYSEC-2026-2275"
            ],
            "fixed_version": "2.33.0",
            "advisory_count": 2,
            "oldest_advisory_days": 117
          },
          {
            "name": "streamlit",
            "direct": true,
            "version": "1.46.1",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 4.8,
            "advisory_ids": [
              "GHSA-7p48-42j8-8846",
              "GHSA-vqwp-45wm-r9r5",
              "PYSEC-2026-212",
              "PYSEC-2026-2285"
            ],
            "fixed_version": "1.54.0",
            "advisory_count": 4,
            "oldest_advisory_days": 117
          },
          {
            "name": "fonttools",
            "direct": false,
            "version": "4.58.5",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 6.3,
            "advisory_ids": [
              "GHSA-768j-98cg-p3fv",
              "PYSEC-2026-1389"
            ],
            "fixed_version": "4.60.2",
            "advisory_count": 2,
            "oldest_advisory_days": 231
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.10",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.3,
            "advisory_ids": [
              "GHSA-65pc-fj4g-8rjx",
              "PYSEC-2026-215"
            ],
            "fixed_version": "3.15",
            "advisory_count": 2,
            "oldest_advisory_days": 62
          },
          {
            "name": "pymdown-extensions",
            "direct": false,
            "version": "10.16",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.3,
            "advisory_ids": [
              "GHSA-62q4-447f-wv8h",
              "GHSA-r6h4-mm7h-8pmq",
              "PYSEC-2026-1825",
              "PYSEC-2026-2999"
            ],
            "fixed_version": "10.21.3",
            "advisory_count": 4,
            "oldest_advisory_days": 216
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "8.4.1",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 6.8,
            "advisory_ids": [
              "GHSA-6w46-j5rx-g56g",
              "PYSEC-2026-1845"
            ],
            "fixed_version": "9.0.3",
            "advisory_count": 2,
            "oldest_advisory_days": 179
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": "1.1.1",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 6.6,
            "advisory_ids": [
              "GHSA-mf9w-mj56-hr94",
              "PYSEC-2026-2270"
            ],
            "fixed_version": "1.2.2",
            "advisory_count": 2,
            "oldest_advisory_days": 91
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": "80.9.0",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 6.1,
            "advisory_ids": [
              "PYSEC-2026-3447"
            ],
            "fixed_version": "83.0.0",
            "advisory_count": 1,
            "oldest_advisory_days": 12
          },
          {
            "name": "h2",
            "direct": false,
            "version": "4.2.0",
            "severity": "low",
            "ecosystem": "pypi",
            "cvss_score": 0,
            "advisory_ids": [
              "GHSA-847f-9342-265h",
              "PYSEC-2026-1435"
            ],
            "fixed_version": "4.3.0",
            "advisory_count": 2,
            "oldest_advisory_days": 329
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.19.2",
            "severity": "low",
            "ecosystem": "pypi",
            "cvss_score": 3.3,
            "advisory_ids": [
              "GHSA-5239-wwwm-4pmq",
              "PYSEC-2026-2987"
            ],
            "fixed_version": "2.20.0",
            "advisory_count": 2,
            "oldest_advisory_days": 120
          }
        ],
        "collected": true,
        "truncated": false,
        "by_severity": {
          "low": 2,
          "high": 10,
          "critical": 2,
          "moderate": 9
        },
        "advisory_count": 135,
        "affected_count": 23,
        "assessed_count": 146,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 5
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "openai",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.69.0,<2.0.0"
        },
        {
          "name": "qdrant-client",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.15.0,<2.0.0"
        },
        {
          "name": "diskcache",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=5.6.3,<6.0.0"
        },
        {
          "name": "typer",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.15.2,<0.16.0"
        },
        {
          "name": "pillow",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=11.1.0,<12.0.0"
        },
        {
          "name": "charset-normalizer",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.4.1,<4.0.0"
        },
        {
          "name": "rich",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=14.0.0,<15.0.0"
        },
        {
          "name": "requests",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.32.3,<3.0.0"
        },
        {
          "name": "streamlit",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.44.1,<2.0.0"
        },
        {
          "name": "pypandoc",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.15,<2.0"
        },
        {
          "name": "spacy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.8.5,<4.0.0"
        },
        {
          "name": "en-core-web-md",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "@ https://github.com/explosion/spacy-models/releases/download/en_core_web_md-3.8.0/en_core_web_md-3.8.0-py3-none-any.whl"
        },
        {
          "name": "pymupdf4llm",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.0.21,<0.0.22"
        },
        {
          "name": "fastapi",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.115.12,<0.116"
        },
        {
          "name": "uvicorn",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.34.2,<0.35"
        },
        {
          "name": "mcp",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "==1.8.1"
        },
        {
          "name": "ollama",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.4.8,<0.5"
        },
        {
          "name": "streamlit-extras",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.4.3,<0.5"
        },
        {
          "name": "kneed",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.8.5,<0.9.0"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "charset-normalizer",
            "direct": true,
            "version": "3.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "diskcache",
            "direct": true,
            "version": "5.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "en-core-web-md",
            "direct": true,
            "version": "3.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fastapi",
            "direct": true,
            "version": "0.115.14",
            "ecosystem": "pypi"
          },
          {
            "name": "kneed",
            "direct": true,
            "version": "0.8.5",
            "ecosystem": "pypi"
          },
          {
            "name": "mcp",
            "direct": true,
            "version": "1.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ollama",
            "direct": true,
            "version": "0.4.9",
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": true,
            "version": "1.93.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": true,
            "version": "11.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pymupdf4llm",
            "direct": true,
            "version": "0.0.21",
            "ecosystem": "pypi"
          },
          {
            "name": "pypandoc",
            "direct": true,
            "version": "1.15",
            "ecosystem": "pypi"
          },
          {
            "name": "qdrant-client",
            "direct": true,
            "version": "1.16.2",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.32.4",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": true,
            "version": "14.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "spacy",
            "direct": true,
            "version": "3.8.7",
            "ecosystem": "pypi"
          },
          {
            "name": "streamlit",
            "direct": true,
            "version": "1.46.1",
            "ecosystem": "pypi"
          },
          {
            "name": "streamlit-extras",
            "direct": true,
            "version": "0.4.7",
            "ecosystem": "pypi"
          },
          {
            "name": "typer",
            "direct": true,
            "version": "0.15.4",
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": true,
            "version": "0.34.3",
            "ecosystem": "pypi"
          },
          {
            "name": "altair",
            "direct": false,
            "version": "5.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "altex",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "archive-agent",
            "direct": false,
            "version": "22.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "25.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "beautifulsoup4",
            "direct": false,
            "version": "4.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "blinker",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "blis",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cachetools",
            "direct": false,
            "version": "6.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "catalogue",
            "direct": false,
            "version": "2.0.10",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2025.6.15",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.1.8",
            "ecosystem": "pypi"
          },
          {
            "name": "cloudpathlib",
            "direct": false,
            "version": "0.21.1",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "confection",
            "direct": false,
            "version": "0.1.5",
            "ecosystem": "pypi"
          },
          {
            "name": "contourpy",
            "direct": false,
            "version": "1.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.9.2",
            "ecosystem": "pypi"
          },
          {
            "name": "cycler",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cymem",
            "direct": false,
            "version": "2.0.11",
            "ecosystem": "pypi"
          },
          {
            "name": "distro",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "entrypoints",
            "direct": false,
            "version": "0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "faker",
            "direct": false,
            "version": "37.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "favicon",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fonttools",
            "direct": false,
            "version": "4.58.5",
            "ecosystem": "pypi"
          },
          {
            "name": "gitdb",
            "direct": false,
            "version": "4.0.12",
            "ecosystem": "pypi"
          },
          {
            "name": "gitpython",
            "direct": false,
            "version": "3.1.44",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": false,
            "version": "1.73.1",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h2",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hpack",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "htbuilder",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx-sse",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "hyperframe",
            "direct": false,
            "version": "6.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.10",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "jiter",
            "direct": false,
            "version": "0.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": false,
            "version": "4.24.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-specifications",
            "direct": false,
            "version": "2025.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "kiwisolver",
            "direct": false,
            "version": "1.4.8",
            "ecosystem": "pypi"
          },
          {
            "name": "langcodes",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "language-data",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "lxml",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "marisa-trie",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown",
            "direct": false,
            "version": "3.8.2",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markdownlit",
            "direct": false,
            "version": "0.0.7",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib",
            "direct": false,
            "version": "3.10.3",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "murmurhash",
            "direct": false,
            "version": "1.0.13",
            "ecosystem": "pypi"
          },
          {
            "name": "narwhals",
            "direct": false,
            "version": "1.46.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nodeenv",
            "direct": false,
            "version": "1.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.2.6",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "plotly",
            "direct": false,
            "version": "6.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "portalocker",
            "direct": false,
            "version": "2.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "preshed",
            "direct": false,
            "version": "3.0.10",
            "ecosystem": "pypi"
          },
          {
            "name": "prometheus-client",
            "direct": false,
            "version": "0.22.1",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": false,
            "version": "6.31.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": "20.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pycodestyle",
            "direct": false,
            "version": "2.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.11.7",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.33.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-settings",
            "direct": false,
            "version": "2.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pydeck",
            "direct": false,
            "version": "0.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.19.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pymdown-extensions",
            "direct": false,
            "version": "10.16",
            "ecosystem": "pypi"
          },
          {
            "name": "pymupdf",
            "direct": false,
            "version": "1.26.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyparsing",
            "direct": false,
            "version": "3.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyright",
            "direct": false,
            "version": "1.1.403",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "8.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "5.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "python-multipart",
            "direct": false,
            "version": "0.0.20",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": "2025.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32",
            "direct": false,
            "version": "310",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": "6.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "referencing",
            "direct": false,
            "version": "0.36.2",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.15.3",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": "80.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "shellingham",
            "direct": false,
            "version": "1.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "smart-open",
            "direct": false,
            "version": "7.3.0.post1",
            "ecosystem": "pypi"
          },
          {
            "name": "smmap",
            "direct": false,
            "version": "5.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "soupsieve",
            "direct": false,
            "version": "2.7",
            "ecosystem": "pypi"
          },
          {
            "name": "spacy-legacy",
            "direct": false,
            "version": "3.0.12",
            "ecosystem": "pypi"
          },
          {
            "name": "spacy-loggers",
            "direct": false,
            "version": "1.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "srsly",
            "direct": false,
            "version": "2.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sse-starlette",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "st-annotated-text",
            "direct": false,
            "version": "4.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "st-theme",
            "direct": false,
            "version": "1.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "0.46.2",
            "ecosystem": "pypi"
          },
          {
            "name": "streamlit-camera-input-live",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "streamlit-card",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "streamlit-embedcode",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "streamlit-faker",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "streamlit-image-coordinates",
            "direct": false,
            "version": "0.1.9",
            "ecosystem": "pypi"
          },
          {
            "name": "streamlit-keyup",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "streamlit-toggle-switch",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "streamlit-vertical-slider",
            "direct": false,
            "version": "2.5.5",
            "ecosystem": "pypi"
          },
          {
            "name": "tenacity",
            "direct": false,
            "version": "9.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "thinc",
            "direct": false,
            "version": "8.3.6",
            "ecosystem": "pypi"
          },
          {
            "name": "toml",
            "direct": false,
            "version": "0.10.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tornado",
            "direct": false,
            "version": "6.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tqdm",
            "direct": false,
            "version": "4.67.1",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2025.2",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "validators",
            "direct": false,
            "version": "0.35.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wasabi",
            "direct": false,
            "version": "1.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "watchdog",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "weasel",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": false,
            "version": "1.17.2",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 146,
        "direct_count": 19,
        "indirect_count": 127
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 2,
        "open_issues": 17,
        "closed_ratio": 0.721,
        "closed_issues": 44,
        "closed_unmerged_prs": 1
      },
      "bus_factor": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "shredEngineer",
          "commits": 501,
          "avatar_url": "https://avatars.githubusercontent.com/u/39415391?v=4"
        },
        {
          "type": "User",
          "login": "claude",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/81847?v=4"
        },
        {
          "type": "User",
          "login": "saksham-jain177",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/73608200?v=4"
        }
      ],
      "contributors_sampled": 3,
      "top_contributor_share": 0.994
    },
    "quality_signals": {
      "has_ci": false,
      "has_tests": true,
      "ci_workflows": [],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "uv.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 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": 0,
            "reason": "0 out of 1 merged PRs checked by a CI test -- score normalized to 0",
            "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 0/28 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 0,
            "reason": "project has 0 contributing companies or organizations -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": null,
            "reason": "no workflows found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no 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": 4,
            "reason": "5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": null,
            "reason": "No tokens found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "72 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "ec172a91aaf7d3ef5ab9cded65e3406d989b33f0",
        "ran_at": "2026-07-20T23:26:58Z",
        "aggregate_score": 1.7,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/shredEngineer/Archive-Agent",
    "host": "github.com",
    "name": "Archive-Agent",
    "owner": "shredEngineer"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "at_risk",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 47,
      "inputs": {
        "security": 21,
        "vitality": 80,
        "community": 44,
        "governance": 40,
        "engineering": 44
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 80,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "commits_last_year": 291,
              "human_commit_share": null,
              "days_since_last_push": 10,
              "active_weeks_last_year": 22
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 10 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 10
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "22/52 weeks with commits",
                "points": 15.2,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 22
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "291 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 291
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 53,
              "latest_release_tag": "v22.5.0",
              "releases_from_tags": false,
              "days_since_latest_release": 10,
              "mean_days_between_releases": 16.4
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "53 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 53
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 10 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 10
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~16.4 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 16.4
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "no_commit_sample",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 44,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 38,
            "inputs": {
              "forks": 9,
              "stars": 63,
              "watchers": 3,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "63 stars",
                "points": 29.1,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 63
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "9 forks",
                "points": 7.5,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "3 watchers",
                "points": 1.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (GPL-3.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "GPL-3.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 40,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 13,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 3,
              "top_contributor_share": 0.994
            },
            "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 99% of commits",
                "points": 0.1,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 99
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "3 contributors",
                "points": 4.1,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "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": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "merged_prs": 2,
              "open_issues": 17,
              "closed_issues": 44,
              "issue_closed_ratio": 0.721,
              "closed_unmerged_prs": 1
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "72% of issues closed",
                "points": 33.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 72
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2/3 decided PRs merged",
                "points": 25.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 2,
                      "decided": 3
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/28 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 54,
            "inputs": {
              "followers": 31,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "shredEngineer",
              "public_repos": 27,
              "account_age_days": 2985
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "31 followers of shredEngineer",
                "points": 10.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 31,
                      "login": "shredEngineer"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "27 public repos, account ~8 yr old",
                "points": 22.5,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 27
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "at_risk",
        "name": "Engineering Quality",
        "value": 44,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "critical",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 24,
            "inputs": {
              "has_ci": false,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "0 out of 1 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "ocr",
                "openai",
                "python",
                "rag",
                "mcp-server",
                "ollama",
                "lm-studio",
                "mcp",
                "qdrant"
              ],
              "has_wiki": true,
              "homepage": "https://wilhelm.dev",
              "has_readme": true,
              "has_docs_dir": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://wilhelm.dev",
                "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": "9 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "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": "critical",
        "name": "Security",
        "value": 21,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dangerous-Workflow, Packaging, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dangerous_workflow",
                    "packaging",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 17,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 14,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 4,
              "scorecard_aggregate": 1.7
            },
            "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": "0 out of 1 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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 0/28 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 workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "72 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "at_risk",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 146 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 146
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 39,
            "inputs": {
              "source": "osv",
              "advisories": 135,
              "affected_packages": 23,
              "assessed_packages": 146,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 2, high 10, moderate 9, low 2",
              "direct_affected_packages": 5
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "5 affected: pillow 11.3.0 (critical 9.1), mcp 1.8.1 (high 7.5), diskcache 5.6.3 (moderate), +2 more",
                "points": 6.3,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 5,
                      "packages": "pillow 11.3.0 (critical 9.1), mcp 1.8.1 (high 7.5), diskcache 5.6.3 (moderate)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "5 advisory-carrying package(s) unaddressed past 90 days; oldest published 381 days ago",
                "points": 22.9,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 5,
                      "oldest": 381
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 146,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 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": "at_risk",
        "name": "AI Readiness",
        "value": 49,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 47940
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 39,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "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": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "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": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 24904,
              "source_files_sampled": 151,
              "oversized_source_files": 0
            },
            "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": "0/151 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 151,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "critical",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": [
    "Could not fetch pypi package 'archive-agent' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-20T23:27:08.430344Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/shredEngineer/Archive-Agent.svg",
  "full_name": "shredEngineer/Archive-Agent",
  "license_state": "standard",
  "license_spdx": "GPL-3.0"
}

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 v0.16.0 — metodología completa · wiki de métricas.

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