Registro públicoBueno
Informe de salud del softwareesquema 0.30.0 · métricas 2.5.0 · 2026-08-04 00:25 UTC
arxhr007 / Aliens_eye
Hunt down 840+ social media accounts using AI
arxhr007/Aliens_eye tiene un índice de salud de 67 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Community & Adoption (68/100) y la más baja, AI Readiness (27/100). Se actualizó por última vez hace 18 días. Una sola persona concentra la mayor parte del trabajo reciente.
67
global / 100Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.
67
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación
Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
El resultado global ponderado 61 se calibra a 67 en la escala publicada del índice (calibración del registro 2026-08-02).
Titularidad
Aaron ThomasCuenta personal
219 seguidores15 repositorios públicosdesde may 2021SCET
Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.
Ecosistemas de paquetes
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación | Etiquetas |
|---|---|---|---|---|---|---|
| PyPI | aliens-eye | 2.2.2 | - | 4 | hace 18 días | osintreconscannersecuritysocial-mediausername |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
65
Actividad de desarrollo
57Moderado
Cómo se puntúa
| 28.8/36 | Recencia de push — último push hace 18 días |
| 5.5/36 | Cadencia de commits — 8/52 semanas con commits |
| 12.7/18 | Volumen de commits — 25 commits en el último año |
| 10/10 | OpenSSF Scorecard: Maintained — 23 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
Datos de entrada utilizados
| commits_last_year | 25 |
| human_commit_share | 1 |
| days_since_last_push | 18 |
| active_weeks_last_year | 8 |
Disciplina de publicación
76Bueno
Cómo se puntúa
| 27/27 | Publica versiones — 7 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 18 días |
| 12.6/27 | Cadencia de publicación — una versión cada ~253,2 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Datos de entrada utilizados
| releases_count | 7 |
| latest_release_tag | v2.2.2 |
| releases_from_tags | no |
| days_since_latest_release | 18 |
| mean_days_between_releases | 253,2 |
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
68
Popularidad y adopción
84Excelente
Cómo se puntúa
| 56.3/60 | Estrellas — 2954 estrellas |
| 21/25 | Forks — 329 forks |
| 6.7/15 | Observadores — 17 observadores |
Datos de entrada utilizados
| forks | 329 |
| stars | 2954 |
| watchers | 17 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
50Moderado
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (MIT) |
| 0/18 | Guía CONTRIBUTING |
| 0/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 0/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| readme_badges | 5 |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | shields.io |
| has_pull_request_template | no |
Sostenibilidad y Gobernanza
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
59
Resiliencia de mantenedores (factor bus)
20En riesgo
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 0/22.5 | Distribución de commits — el principal contribuyente firma el 100% de los commits |
| 1.4/13.5 | Amplitud de contribuyentes — 1 contribuyentes |
| 10/10 | OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Cómo se puntúa
| 42/42 | Resolución de issues — 100% de issues cerradas |
| 26.7/30 | Aceptación de PR — 8/9 PR decididos fusionados |
| 0/13 | Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/22 approved changesets -- score normalized to 0 |
Datos de entrada utilizados
| merged_prs | 8 |
| open_issues | 0 |
| closed_issues | 8 |
| prs_merged_7d | 0 |
| prs_decided_7d | 0 |
| prs_merged_30d | 0 |
| prs_decided_30d | 0 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 1 |
| first_time_authors_30d | 0 |
| first_time_prs_merged_30d | 0 |
| first_time_prs_decided_30d | 0 |
Excluidos de la puntuación (sin datos o no aplicable): newcomer_pr_acceptance. Los pesos restantes se han renormalizado.
Propiedad y custodia
58Moderado
Cómo se puntúa
| 10/30 | Respaldo de la propiedad — cuenta personal (usuario) |
| 0/20 | Dominio verificado — no aplicable a cuentas de usuario |
| 16.8/25 | Alcance del propietario — 219 seguidores de arxhr007 |
| 19.2/25 | Trayectoria — 15 repos públicos, cuenta de ~5 años |
Datos de entrada utilizados
| followers | 219 |
| owner_type | User |
| is_verified | — |
| owner_login | arxhr007 |
| public_repos | 15 |
| account_age_days | 1901 |
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Mantenimiento de paquetes
92Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en pypi |
| 35/35 | Recencia de publicación — última publicación hace 18 días |
| 12/20 | Historial de versiones — 4 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | aliens-eye |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 18 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
65
Prácticas de ingeniería
68Bueno
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 2 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 0/16 | Configuración de linter |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentación
60Moderado
Cómo se puntúa
| 30/30 | README |
| 0/25 | Directorio de documentación |
| 0/15 | Sitio de documentación / página del proyecto |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 19 topics |
| 10/10 | Wiki |
Datos de entrada utilizados
| topics | osint, python, linux, python3, debain, information, information-gathering, termux, termux-tool, python-script, hack, hacker, hacking, hackingtools, linux-desktop, social-media, socialmediahacking, ai, artificial-intelligence |
| has_wiki | sí |
| homepage | — |
| has_readme | sí |
| has_docs_dir | no |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
54
Postura de seguridad
43Débil
Cómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/22 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 5 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Licencia — license file detected |
| 7.5/7.5 | Maintained — 23 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 4,3 |
Avisos de dependencias
100Excepcional
Cómo se puntúa
| 35/35 | Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido |
| 25/25 | Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido |
| 0/40 | Sin avisos pendientes — ningún aviso tiene fecha de publicación |
Datos de entrada utilizados
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 17 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:aliens-eye@2.2.2 —lo que arrastra la instalación del paquete publicado—: 17 paquetes. No se analiza la alcanzabilidad.
Preparación para IA
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.
27
Contexto y guía para agentes
6Crítico
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 5.9/40 | Historial de commits legible — 11 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,11 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 0/18 | Arranque con un solo comando |
| 22/22 | Pruebas automatizadas |
| 0/11 | Configuración de lint / formato |
| 0/11 | Verificación estática de tipos |
| 10/10 | Entorno reproducible — Dockerfile |
| 4/10 | Práctica demostrada con agentes — 2 de los últimos 100 commits con autoría o crédito de agente |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | — |
| has_dockerfile | sí |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0,02 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
55Moderado
Cómo se puntúa
| 0/45 | Código verificable por tipos — Python sin configuración de verificación de tipos |
| 55/55 | Tamaños de archivo manejables — 0/47 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Python |
| largest_source_bytes | 34.547 |
| source_files_sampled | 47 |
| oversized_source_files | 0 |
Interfaces legibles por máquina
20En riesgo
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 20/20 | Servidor MCP |
| 0/40 | Ejemplos ejecutables |
Datos de entrada utilizados
| example_dirs | — |
| has_mcp_signal | sí |
| api_schema_files | — |
Datos clave
2954estrellas de GitHub
1contribuidores
25commits en los últimos 12 meses
18días desde el último push
7versiones publicadas
1factor bus
0issues abiertas
PyPIecosistemas de paquetes
Advertencias de recopilación de datos
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Más detalle
Historial de estrellas y forks 0 ★ / 329 ⇿
0Estrellas
329Forks
7Versiones
Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.
Mayor 2Menor 2Parche 2
Cada punto abarca 5 días.
OpenSSF Scorecard 4.3 / 10
4.3agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 10 | CI-Tests | 1 out of 1 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/22 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 5 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 23 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Dependencias directas 5
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| PyPI | aiohttp | >=3.8 | pyproject.toml |
| PyPI | selectolax | >=0.3.21 | pyproject.toml |
| PyPI | rich | >=13.7 | pyproject.toml |
| PyPI | aiohttp-socks | >=0.8,<1.0 | pyproject.toml |
| PyPI | platformdirs | >=4.0 | pyproject.toml |
Todas las dependencias 15
Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 5 paquetes directos y 10 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.
| Registro | Paquete | Versión | Relación |
|---|---|---|---|
| PyPI | aiohttp | — | directa |
| PyPI | aiohttp-socks | — | directa |
| PyPI | platformdirs | — | directa |
| PyPI | rich | — | directa |
| PyPI | selectolax | — | directa |
| PyPI | mcp | — | indirecta |
| PyPI | numpy | — | indirecta |
| PyPI | pillow | — | indirecta |
| PyPI | playwright | — | indirecta |
| PyPI | pytest | — | indirecta |
| PyPI | pytest-asyncio | — | indirecta |
| PyPI | reportlab | — | indirecta |
| PyPI | ruff | — | indirecta |
| PyPI | scikit-learn | — | indirecta |
| PyPI | textual | — | indirecta |
Avisos de dependencias 0
Instalar pypi:aliens-eye@2.2.2 arrastra 17 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.
Ningún aviso conocido afecta a las dependencias evaluadas.
Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.
Informe JSON sin procesar legible por máquina
{
"data": {
"repo": {
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"osint",
"python",
"linux",
"python3",
"debain",
"information",
"information-gathering",
"termux",
"termux-tool",
"python-script",
"hack",
"hacker",
"hacking",
"hackingtools",
"linux-desktop",
"social-media",
"socialmediahacking",
"ai",
"artificial-intelligence"
],
"is_fork": false,
"size_kb": 4130,
"has_wiki": true,
"homepage": null,
"languages": {
"Python": 213435,
"Dockerfile": 211
},
"pushed_at": "2026-07-16T22:11:25Z",
"created_at": "2021-09-22T05:15:32Z",
"owner_type": "User",
"updated_at": "2026-08-03T17:46:46Z",
"description": "Hunt down 840+ social media accounts using AI",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "arxhr007.tech",
"name": "Aaron Thomas",
"type": "User",
"login": "arxhr007",
"company": "SCET",
"location": "Thrissur, Kerala",
"followers": 219,
"avatar_url": "https://avatars.githubusercontent.com/u/84493696?v=4",
"created_at": "2021-05-20T05:57:56Z",
"is_verified": null,
"public_repos": 15,
"account_age_days": 1901
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v2.2.2",
"kind": "patch",
"published_at": "2026-07-16T22:11:26Z"
},
{
"tag": "v2.2.1",
"kind": "patch",
"published_at": "2026-07-03T04:33:30Z"
},
{
"tag": "v2.2.0",
"kind": "minor",
"published_at": "2026-07-02T17:37:02Z"
},
{
"tag": "v2.1.0",
"kind": "minor",
"published_at": "2026-06-26T00:10:05Z"
},
{
"tag": "v2.0.0",
"kind": "major",
"published_at": "2026-06-26T00:04:18Z"
},
{
"tag": "v1.0.0-simple-installation",
"kind": "prerelease",
"published_at": "2022-05-23T12:42:10Z"
},
{
"tag": "v1.0.0",
"kind": "major",
"published_at": "2022-05-19T12:13:11Z"
}
],
"recent_commits": [
{
"oid": "f102892be184757920b537a9a95b3c8d0381261a",
"body": null,
"is_bot": false,
"headline": "update to 2.2.2",
"author_name": "arxhr007",
"author_login": "arxhr007",
"committed_at": "2026-07-16T21:52:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1ca08daa1cc735fb141f89c5e3cf9fe5e0bc077e",
"body": "…s (#17)\n\nNon-ASCII usernames were pasted unencoded into request URLs, and pages that\nredirect to a generic visitor/login wall (e.g. weibo's \"Sina Visitor System\")\nscored as Found. Add a shared format_site_url() that percent-encodes the\nusername before substitution (used by scanner, selfcheck, and ml/collect),\nand penalize results where a redirect landed on a URL that no longer\ncontains the username — a structural signal, reusing existing features\ninstead of a hardcoded interstitial-phrase list.",
"is_bot": false,
"headline": "fix: percent-encode usernames and penalize redirect-away interstitial…",
"author_name": "arxhr007",
"author_login": "arxhr007",
"committed_at": "2026-07-16T21:41:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ea1b9bdbbc9ad8b4f9206bcc8f537e3bfc2543ee",
"body": "Page <title> text (e.g. \"Just a moment...\", \"Access Denied\") was used\nas a same-person signal, merging 100+ unrelated sites into one cluster.\n\n- analyzer: tag profile names as name_from_profile (structured OG/JSON-LD/\n CSS source) vs. plain <title> fallback; only the former is trustworthy\n as an i\n[…]\n of a hardcoded phrase blocklist\n\nVerified against a live scan: the 100+-site false cluster collapsed to\n12 small, legitimate clusters (github+github.sponsors, twitch+twitch.team,\netc). Bump to 2.2.0.",
"is_bot": false,
"headline": "fix: prevent bot-wall boilerplate from polluting correlation clusters",
"author_name": "arxhr007",
"author_login": "arxhr007",
"committed_at": "2026-07-03T04:29:50Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "5a4b9e353a5402d1686bfe19a55aff1a160dfd43",
"body": "Major additions:\n- Cross-site correlation: cluster profiles by avatar hash, bio, shared links, name\n- Domain check: test <username>.{com,io,net,...} registration/liveness\n- Recursive expansion: follow linked usernames from bios and re-scan\n- Watch mode: wire up the built-but-unused re-scan loop; exp\n[…]\n graph exports) and PDF generation.\n\nBreaches skipped (HIBP paywall). --format \"all\" stays json/csv/html/md;\ngraph/PDF opt-in to avoid artifact spam. watch.py & keywords.json were\nalready uncommitted.",
"is_bot": false,
"headline": "feat: OSINT investigation suite expansion (13 features)",
"author_name": "arxhr007",
"author_login": "arxhr007",
"committed_at": "2026-07-02T17:30:00Z",
"body_truncated": true,
"is_coding_agent": false
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"key": "openssf_scorecard_code_review",
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"detail": "Found 0/22 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": [
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]
}
},
{
"code": "weights_renormalized",
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}
],
"value": 58,
"inputs": {
"followers": 219,
"owner_type": "User",
"is_verified": null,
"owner_login": "arxhr007",
"public_repos": 15,
"account_age_days": 1901
},
"components": [
{
"key": "ownership_backing",
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"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",
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}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "219 followers of arxhr007",
"points": 16.8,
"status": "partial",
"details": [
{
"code": "owner_followers",
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"count": 219,
"login": "arxhr007"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "15 public repos, account ~5 yr old",
"points": 19.2,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 15
}
},
{
"code": "account_age_years",
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"years": 5
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
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"name": "Package maintenance",
"note": null,
"notes": [],
"value": 92,
"inputs": {
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"aliens-eye"
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"components": [
{
"key": "published_resolvable",
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"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
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"count": 1,
"ecosystems": "pypi"
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}
],
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},
{
"key": "publish_recency",
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"detail": "latest publish 18 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
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"days": 18
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}
],
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},
{
"key": "version_history",
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"detail": "4 published versions",
"points": 12,
"status": "partial",
"details": [
{
"code": "published_versions",
"params": {
"count": 4
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
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"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
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}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 65,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
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"name": "Engineering practices",
"note": null,
"notes": [],
"value": 68,
"inputs": {
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"components": [
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"key": "ci_workflows",
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"details": [
{
"code": "ci_workflows",
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{
"key": "tests_present",
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{
"key": "linter_config",
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{
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{
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{
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}
]
},
{
"key": "documentation",
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"notes": [],
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"inputs": {
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"python",
"linux",
"python3",
"debain",
"information",
"information-gathering",
"termux",
"termux-tool",
"python-script",
"hack",
"hacker",
"hacking",
"hackingtools",
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"social-media",
"socialmediahacking",
"ai",
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"has_wiki": true,
"homepage": null,
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"has_description": true
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"components": [
{
"key": "readme",
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"detail": null,
"points": 30,
"status": "met",
"details": [],
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},
{
"key": "documentation_directory",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
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"points": 0,
"status": "missed",
"details": [],
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{
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"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
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"details": [
{
"code": "topics_count",
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}
],
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},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
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{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 54,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "weak",
"name": "Security posture",
"note": null,
"notes": [],
"value": 43,
"inputs": {
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"scorecard_version": "v5.5.0",
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"scorecard_aggregate": 4.3
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
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"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
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"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
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"detail": "Found 0/22 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "contributors",
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"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "23 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "exceptional",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:aliens-eye@2.2.2 runtime dependency closure — what installing the published package pulls in — 17 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
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"assessed": 17
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
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"advisories": 0,
"affected_packages": 0,
"assessed_packages": 17,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
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},
{
"key": "no_advisories_left_outstanding",
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"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
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"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
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"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"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",
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"direct_malicious_packages": 0,
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"installable_malicious_packages": 0
},
"components": [
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}
],
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]
},
{
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"name": "High-Risk Jurisdiction Exposure",
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"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
],
"value": 100,
"inputs": {
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},
"components": [
{
"key": "policy_exposure_multiplier",
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"points": 100,
"status": "met",
"details": [
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"code": "jurisdiction_no_match",
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}
],
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]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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{
"key": "ai_readiness",
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"value": 27,
"weight": 0.04,
"metrics": [
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"key": "ai_agent_context",
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"name": "Agent context & guidance",
"note": null,
"notes": [],
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"inputs": {
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"agent_instruction_files": [],
"agent_instruction_max_bytes": null
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"components": [
{
"key": "agent_instructions",
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"points": 0,
"status": "missed",
"details": [
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"max_points": 45
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{
"key": "machine_readable_docs_llms_txt",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "legible_commit_history",
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"status": "partial",
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"code": "legible_history",
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]
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{
"key": "ai_verify_loop",
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"notes": [],
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},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
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"detail": null,
"points": 22,
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"details": [],
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},
{
"key": "lint_format_config",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "static_type_checking",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "reproducible_environment",
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"detail": "Dockerfile",
"points": 10,
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"details": [
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{
"key": "demonstrated_agent_practice",
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"points": 4,
"status": "partial",
"details": [
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"sampled": 100
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{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
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"status": "missed",
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]
},
{
"key": "ai_code_legibility",
"band": "moderate",
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"note": null,
"notes": [],
"value": 55,
"inputs": {
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"largest_source_bytes": 34547,
"source_files_sampled": 47,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
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"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
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],
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},
{
"key": "manageable_file_sizes",
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"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
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"sampled": 47,
"oversized": 0
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}
],
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}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 20,
"inputs": {
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"has_mcp_signal": true,
"api_schema_files": []
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"components": [
{
"key": "api_schema_openapi_graphql_proto",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
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],
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"labels": [
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"scores": {
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"primary": "cli",
"evidence": [
{
"tier": "declared",
"label": "cli",
"source": "pypi.console_scripts",
"weight": 10
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{
"tier": "declared",
"label": "cli",
"source": "pypi.classifier:Environment :: Console",
"weight": 6
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{
"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
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{
"tier": "structure",
"label": "mcp-server",
"source": "mcp_signal",
"weight": 3
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],
"artifacts": [
{
"path": "pyproject.toml",
"labels": [
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"ecosystem": "pypi"
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],
"confidence": "high",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": true
},
"metrics_version": "2.5.0"
},
"warnings": [
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],
"report_type": "repository",
"generated_at": "2026-08-04T00:25:25.230329Z",
"schema_version": "0.30.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/arxhr007/Aliens_eye.svg",
"full_name": "arxhr007/Aliens_eye",
"license_state": "standard",
"license_spdx": "MIT"
}Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v2.5.0, esquema v0.30.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.