Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-24 07:06 UTC

KyaniteLabs / kinocut

Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Local, fast, free.

PythonApache-2.0★ 88 estrellas⑂ 24 forksdesde mar 2026Ver en GitHub ↗

KyaniteLabs/kinocut tiene un índice de salud de 71 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Engineering Quality (92/100) y la más baja, Security (55/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

71
global / 100
Bueno

Índice de salud del software

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

71
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

KyaniteLabsOrganización
5 seguidores16 repositorios públicosdesde abr 2026

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

Ecosistemas de paquetes

Métricas por categoría

Vitalidad

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

85Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
11.1/36Cadencia de commits — 16/52 semanas con commits
18/18Volumen de commits — 968 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year968
human_commit_share1
days_since_last_push0
active_weeks_last_year16
Cómo se puntúa
27/27Publica versiones — 36 versiones publicadas
36/36Recencia de las versiones — última versión hace 0 días
27/27Cadencia de publicación — una versión cada ~8,7 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count36
latest_release_tagv1.10.0
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases8,7
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?

61Moderado · 18% del índice global
Cómo se puntúa
31.5/60Estrellas — 88 estrellas
11.3/25Forks — 24 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks24
stars88
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conduct
has_pull_request_template
Cómo se puntúa
37.3/80Descargas mensuales — 630 descargas/mes en npm, pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packageskinocut, kinocut
dependents
ecosystemsnpm, pypi
total_downloads
monthly_downloads630
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

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

60Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
1.5/22.5Distribución de commits — el principal contribuyente firma el 94% de los commits
8.1/13.5Amplitud de contribuyentes — 6 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled6
top_contributor_share0,935
Cómo se puntúa
44.6/46.8Resolución de issues — 96% de issues cerradas
34/38.3Aceptación de PR — 303/341 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/26 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs303
open_issues4
closed_issues84
issue_closed_ratio0,955
closed_unmerged_prs38
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
5.6/25Alcance del propietario — 5 seguidores de KyaniteLabs
9.6/25Trayectoria — 16 repos públicos, cuenta de ~0 años
Datos de entrada utilizados
followers5
owner_typeOrganization
is_verified
owner_loginKyaniteLabs
public_repos16
account_age_days113
Cómo se puntúa
25/25Publicado y resoluble — 2 paquete(s) en npm, pypi
35/35Recencia de publicación — última publicación hace 0 días
20/20Historial de versiones — 5 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packageskinocut, kinocut
ecosystemsnpm, pypi
any_deprecatedno
min_days_since_publish0

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

92Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 8 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://kinocut.dev/
10/10Descripción del repositorio
10/10Topics — 20 topics
0/10Wiki
Datos de entrada utilizados
topicsai-agents, claude, claude-code, cursor, ffmpeg, mcp, mcp-server, python, video, video-editing, agent-tools, ai-video, mcp-tools, model-context-protocol, python-library, video-automation, cli, hyperframes, media-automation, subtitles
has_wikino
homepagehttps://kinocut.dev/
has_readme
has_docs_dir
has_description

Seguridad

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

55Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/26 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 36 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,5
Excluidos de la puntuación (sin datos o no aplicable): signed_releases. Los pesos restantes se han renormalizado.

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.

64Moderado · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — .cursorrules, .github/copilot-instructions.md, .windsurfrules, AGENTS.md, CLAUDE.md
15/15Documentación legible por máquinas (llms.txt) — llms.txt presente
34.7/40Historial de commits legible — 65 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txt
legible_history_share0,65
agent_instruction_files.cursorrules, .github/copilot-instructions.md, .windsurfrules, AGENTS.md, CLAUDE.md
agent_instruction_max_bytes8032
Cómo se puntúa
0/18Arranque con un solo comando
22/22Pruebas automatizadas
11/11Configuración de lint / formato
0/11Verificación estática de tipos
10/10Entorno reproducible — Dockerfile, lockfile
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Datos de entrada utilizados
has_nixno
has_tests
lockfilesuv.lock
has_dockerfile
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
54.9/55Tamaños de archivo manejables — 2/779 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes75.745
source_files_sampled779
oversized_source_files2
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
20/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signal
api_schema_files

Datos clave

88estrellas de GitHub
6contribuidores
968commits en los últimos 12 meses
0días desde el último push
36versiones publicadas
1factor bus
4issues abiertas
npm, PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • deps.dev does not index pypi:kinocut@1.10.0; advisories assessed against the repository dependency graph instead

Más detalle

Historial de estrellas y forks 0 ★ / 24 ⇿
0Estrellas
24Forks
32Versiones

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.

048121620242422026-032026-052026-07
Mayor 1Menor 8Parche 23
OpenSSF Scorecard 5.5 / 10
5.5agregado

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 · 2026-07-24 07:06 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests9 out of 9 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/26 approved changesets -- score normalized to 0
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities36 existing vulnerabilities detected
Dependencias directas 3
RegistroPaqueteRestricción de versiónManifiesto
PyPImcp>=1.27.0pyproject.toml
PyPIpydantic>=2.13.2pyproject.toml
PyPIrich>=15.0.0pyproject.toml
Todas las dependencias no recopilado

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

Informe JSON sin procesar legible por máquina
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          "headline": "release(1.10.0): cut over to 155 MCP / 134 CLI with path-safe shorts …",
          "author_name": "Simon Gonzalez De Cruz",
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          "headline": "Merge pull request 'docs: document stream-shorts stages without overs…",
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          "is_bot": false,
          "headline": "docs: document stream-shorts stages without overstating readiness",
          "author_name": "Simon Gonzalez De Cruz",
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          "is_bot": false,
          "headline": "Merge pull request 'feat: expose shorts plan review, render, and pack…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:28:48Z",
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          "oid": "6ed264a4eaa81cc0b44bef2eabfda6013947ac7b",
          "body": "Restore the thin facade layout from master and register shorts tools via\na single side-effect import so the architecture guardrail stays green.",
          "is_bot": false,
          "headline": "fix: keep server.py at 179 lines with shorts side-effect import",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:24:38Z",
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          "oid": "299cd2fba7b5f01248b9678361c471611ec23bd2",
          "body": "Import the shorts tool module for registration side effects only so\nserver.py stays under the 180-line thin-facade limit.",
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          "headline": "fix: register shorts tools without growing server facade",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:24:13Z",
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          "body": "Compress shorts tool re-exports so server.py stays within the 180-line\nfacade limit, and apply ruff format to the shorts package/render modules.",
          "is_bot": false,
          "headline": "fix: keep server facade thin and format shorts modules",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:23:45Z",
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          "oid": "f4dc50613404310b1a8fbcd2b8b4a58aaff60247",
          "body": "Add thin CLI, Python client, and MCP surfaces for source-free plan show,\nreview, render, and package stages. Update development surface counts to\n155 MCP tools and 134 CLI commands without claiming a published release.",
          "is_bot": false,
          "headline": "feat: expose shorts plan review, render, and package adapters",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:13:09Z",
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          "oid": "cb5f0267c8e1713729654e2f9a8f2409a692924d",
          "body": "…losed provenance' (#240) from feat/405-package-orchestrator into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: package approved shorts renders with fail-c…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:12:52Z",
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        },
        {
          "oid": "347157536a9711f4afb790a5c88c6d80137633bc",
          "body": "Add package_approved_candidate to assemble portable platform packages from\nrender receipts after approve, persist package_manifests on the plan, and\nrefuse packaging without current approval or prior renders.",
          "is_bot": false,
          "headline": "feat: package approved shorts renders with fail-closed provenance",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:06:19Z",
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          "is_bot": false,
          "headline": "Merge pull request 'feat: render approved shorts with fail-closed pla…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T05:05:40Z",
          "body_truncated": false,
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        },
        {
          "oid": "db66f1cc4f899932a515b807460a47a56ccae2be",
          "body": "Orchestrate trim, 9:16 resize, edge fades, loudness, captions, and\nthumbnails only after an approve decision. Cache unchanged re-renders\nby digest and persist RenderRecord receipts on the plan.",
          "is_bot": false,
          "headline": "feat: render approved shorts with fail-closed platform drafts",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:59:52Z",
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          "is_bot": false,
          "headline": "Merge pull request 'feat: record platform render receipts on shorts p…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:59:28Z",
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        },
        {
          "oid": "bd68f1ea0f374af68ed698faef0f53d0f1081d50",
          "body": "Add optional RenderRecord entries and related plan fields so review-gated\nrender and package stages can persist provenance without inventing\napproval or posting surfaces.",
          "is_bot": false,
          "headline": "feat: record platform render receipts on shorts plans",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:46:14Z",
          "body_truncated": false,
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          "oid": "1b97102ecf648d53ba4ba8dcc95f6eaf5fffc9c3",
          "body": "… decisions' (#237) from feat/405-review-mutation into master\n\nfeat: mutate shorts plans with fail-closed review decisions",
          "is_bot": false,
          "headline": "Merge pull request 'feat: mutate shorts plans with fail-closed review…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:45:21Z",
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        },
        {
          "oid": "5fb4f586c04e4fa1c2ca62cdfe2fc47e85b7b694",
          "body": "Record append-only human decisions on persisted shorts plans and resolve\napproved candidates only when a current approve stands without unsuitable\nflags, so render stages can fail closed without inventing approval.",
          "is_bot": false,
          "headline": "feat: mutate shorts plans with fail-closed review decisions",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:40:05Z",
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          "body": "…rom simon/feat-405-shorts-plan into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: persist exact shorts review plans' (#236) f…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:34:19Z",
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        {
          "oid": "689f50a5c067b0d06bdd6db1a9bc004fcb5229e6",
          "body": null,
          "is_bot": false,
          "headline": "feat: persist exact shorts review plans",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T04:24:15Z",
          "body_truncated": false,
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        },
        {
          "oid": "26eb80c9b6f7f735193af1f4c977fdbb31bcde9b",
          "body": "…nance' (#235) from simon/feat-405-package-writer into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: package approved shorts with verified prove…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T03:53:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "585c493a90dd0819993e87c513fecc7217c122c0",
          "body": null,
          "is_bot": false,
          "headline": "feat: package approved shorts with verified provenance",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T03:46:13Z",
          "body_truncated": false,
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        },
        {
          "oid": "497e550a376660efe0f30d16363ae03e2da476ae",
          "body": "…ts' (#234) from simon/feat-405-package-contracts into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: define deterministic shorts package contrac…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T02:38:58Z",
          "body_truncated": false,
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        {
          "oid": "d7d1759c5326458b82014afe14b939b93d7ef5b4",
          "body": null,
          "is_bot": false,
          "headline": "feat: preserve package manifests before writing assets",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T02:12:15Z",
          "body_truncated": false,
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        },
        {
          "oid": "0c6b80406500bd99dd06e8266d8e9d843118d00a",
          "body": "…tion' (#233) from simon/feat-404-audio-fades into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: fade audio edit boundaries before normaliza…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:57:01Z",
          "body_truncated": false,
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        },
        {
          "oid": "45b9281af54e7bfefbfc1d632787e11bb5956156",
          "body": "…m simon/feat-403-caption-placement into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: block unsafe caption placements' (#232) fro…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:48:46Z",
          "body_truncated": false,
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        },
        {
          "oid": "671383f3b2c724472603c00ccf963596c052efe4",
          "body": "…rom simon/feat-403-caption-grouping into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: generate editable phrase captions' (#231) f…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:40:30Z",
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        },
        {
          "oid": "e5c6bb2b10f26e92e38c1cf996b6c3793a482228",
          "body": "…#230) from simon/feat-403-caption-contracts into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: define truthful caption timing contracts' (…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:10:54Z",
          "body_truncated": false,
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        },
        {
          "oid": "9e489c12a798a65465e954e861e874d1a8fb1616",
          "body": "… from simon/feat-403-discovery-enrichment into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: enrich candidate editorial evidence' (#229)…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-24T00:02:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "66ff2c20e131ff9e585ec7722754a02fcc3a1ec0",
          "body": "… from simon/feat-403-discovery-core into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: discover bounded transcript moments' (#228)…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:54:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "6e6c1c1701bdb68bc18f8399b37632f64c510168",
          "body": "…tion' (#227) from simon/feat-402-longform-orchestrator into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: orchestrate replay-safe long-form transcrip…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:45:57Z",
          "body_truncated": false,
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        },
        {
          "oid": "ca4f374f10c427b0a70d261897e82bb4e5594029",
          "body": "…lly' (#226) from simon/feat-402-longform-merge into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: merge long-form transcript overlaps truthfu…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:37:42Z",
          "body_truncated": false,
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        },
        {
          "oid": "a59d6793a2e0a871a867c78c8fbd6365a86db55b",
          "body": "…(#225) from simon/feat-402-longform-runtime into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: transcribe bounded long-form audio chunks' …",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:29:10Z",
          "body_truncated": false,
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        },
        {
          "oid": "90ab9a45fcab91ef8e6ba1f2e27f5c4a605a1b95",
          "body": "…age' (#224) from simon/feat-402-longform-planning into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: plan complete long-form transcription cover…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T23:09:04Z",
          "body_truncated": false,
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        },
        {
          "oid": "b2c43b80e81feb092f1c0bf96e11bb1921212593",
          "body": "…s' (#223) from simon/feat-402-longform-foundation into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: establish long-form transcription boundarie…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T22:58:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e769687f9a34e283502d1b5c3223fbc097d932fe",
          "body": "…(#222) from simon/feat-401-shorts-config into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: centralize shorts configuration contracts' …",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T22:37:43Z",
          "body_truncated": false,
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        },
        {
          "oid": "c38008bfb8ee8d7acd1795120e1b7149202a1814",
          "body": "…#221) from simon/feat-401-domain-models into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: define strict stream candidate contracts' (…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T22:12:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "28b04830ae378f40c3f253b605307b258c8843ee",
          "body": "… (#220) from simon/feat-404-audio-loudnorm into master",
          "is_bot": false,
          "headline": "Merge pull request 'fix: measure audio before loudness normalization'…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T21:42:59Z",
          "body_truncated": false,
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        },
        {
          "oid": "379c52ea985bdd3aea6c57d6cdafd27062dbed74",
          "body": "…(#219) from simon/feat-401-platform-budgets into master",
          "is_bot": false,
          "headline": "Merge pull request 'feat: enforce Shorts and Reels duration budgets' …",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T21:42:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bab967eb410cf19663c8ce35ba10c6f1c7c6bcf",
          "body": "The previous logic emitted low_confidence_tokens_flagged whenever any\ntoken fell below threshold regardless of policy, so omit-mode runs\nmislabelled their warnings and downstream consumers could not trust the\nflag as evidence of in-cue markers.\n\nTrack flagged_count alongside low_confidence_count so \n[…]\n actually substituted with a [?] marker, and let\nthe omit branch own its own warning. Timestamps and visible text are\nunchanged; low_confidence_token_count still reflects every below-\nthreshold token.",
          "is_bot": false,
          "headline": "Only emit flagged warning when a token is actually flagged",
          "author_name": "GJC Executor",
          "author_login": null,
          "committed_at": "2026-07-23T20:57:36Z",
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        {
          "oid": "6eab3c8182aa70b6269245a1c05530f0530f3b81",
          "body": null,
          "is_bot": false,
          "headline": "Block captions that overlap protected regions",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:57:34Z",
          "body_truncated": false,
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        },
        {
          "oid": "c8f16a97090b301d31dd84d768b7ff7f8894ee00",
          "body": null,
          "is_bot": false,
          "headline": "Preserve uncertain words in editable captions",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:57:24Z",
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          "oid": "5b13436475f7d99c34dc56f6de5c3d8e4abf2f5e",
          "body": null,
          "is_bot": false,
          "headline": "Fail closed on ambiguous caption timing",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:57:11Z",
          "body_truncated": false,
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        {
          "oid": "0fdf6db31b2fdcad635a6b7b9884c93a51a2dee3",
          "body": null,
          "is_bot": false,
          "headline": "Add editorial evidence without inventing copy",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:57:01Z",
          "body_truncated": false,
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        },
        {
          "oid": "d8a8311a28513ad29570116b98d20b1d7bb23277",
          "body": "… titles\n\nThe core slice shipped the deterministic discovery loop without explicit\ncontracts on three behaviors that the GLM review flagged as MEDIUM:\n\n* in-window signal preservation was preserved by construction but never\n  tested, so a future refactor could quietly drop out-of-window signals\n  fr\n[…]\nat module load, the in-text scan is a single finditer per excerpt,\nand no enrichment-slice logic (sensitivity, review warnings, adjacent\ncontext) is pulled backward. The slice remains transcript-only.",
          "is_bot": false,
          "headline": "fix(discovery): close GLM core findings on signals, monotonicity, and…",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:56:46Z",
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          "oid": "da6f592221b413739fe265ae84355a0f3b647613",
          "body": null,
          "is_bot": false,
          "headline": "Build deterministic discovery before enrichment",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:19:27Z",
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          "body": null,
          "is_bot": false,
          "headline": "Orchestrate replay-safe long-form transcription",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
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        {
          "oid": "3515d628d17b54b5e3a9fbbf6df0f061b79305c0",
          "body": null,
          "is_bot": false,
          "headline": "Merge long-form transcript overlaps truthfully",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T20:19:03Z",
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          "headline": "Prevent scene overlap from stalling longform plans",
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          "headline": "Make long-form contracts deeply immutable",
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          "headline": "Enforce project-local shorts output paths",
          "author_name": "Simon Gonzalez De Cruz",
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          "headline": "Centralize shorts configuration contracts",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-23T01:23:15Z",
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          "headline": "refactor: remove unused model serialization helper",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
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          "body": null,
          "is_bot": false,
          "headline": "fix: bind candidate identity to semantic content",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-22T22:39:01Z",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "feat: define strict stream candidate contracts (#401)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-22T22:29:04Z",
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          "oid": "e71364f73cfd1432e58d0d1a387d63b73e88e600",
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          "is_bot": false,
          "headline": "fix: make platform budget invariants unrepresentable",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-22T21:20:23Z",
          "body_truncated": false,
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        {
          "oid": "10afc1aa5592423593d2d799674411078b8794f4",
          "body": null,
          "is_bot": false,
          "headline": "feat: enforce platform clip duration budgets (#401)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-22T21:02:08Z",
          "body_truncated": false,
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        {
          "oid": "13fe45740f529c41d8d0ec9ed0f762fb5675db13",
          "body": null,
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          "headline": "test: pin fail-closed mirror scope",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-20T04:42:55Z",
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        {
          "oid": "d6bc447a7eacffa62e637ab05a3b6df51fd1fbb2",
          "body": null,
          "is_bot": false,
          "headline": "fix: preserve Forgejo authority without pruning GitHub",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-20T04:37:33Z",
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        {
          "oid": "64a9b5aa0049cb3537908c741d8a9c9bda98dc18",
          "body": "## Summary\n\n- route external clone, issue, support, Q&A, ideas, and pull-request\nguidance through GitHub\n- route private vulnerability reports through enabled GitHub private\nvulnerability reporting\n- update package metadata and public launch links so package-directory\nvisitors are not sent to mainta\n[…]\nution resources consistently\npoint to GitHub.\n\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs: make GitHub the external contribution surface (#397)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-20T03:45:16Z",
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        {
          "oid": "a8e01a2f7e64b18254b2fc2e88f4e564128cfd6d",
          "body": "Closes #392. Child of #375.\n\nAdds the ten approved `edit` grouped paths as pure rewrites while\npreserving the existing flat `kino edit timeline.json` command: unknown\nedit actions fall through unchanged to argparse. Grouped help now names\nall four groups without adding parser commands; the public fl\n[…]\n/code> with what you\nneed. Autofix is disabled.</sup>\n\n<!-- codesmith:autofix:disabled -->\n<!-- /codesmith:footer -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "cli: add collision-safe edit namespace aliases (#395)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T19:12:11Z",
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        },
        {
          "oid": "ec78f24db1dde756bce34768dcbafb76a337063b",
          "body": "Closes #391. Child of #375.\n\nAdds the five approved `qa` grouped paths as pure rewrites to existing\nflat commands. Every flat target remains directly available, no argparse\nnamespace subparser is added, and the public count stays exactly 130.\n\nFocused verification: 84 passed; Ruff clean; grouped `ki\n[…]\n/code> with what you\nneed. Autofix is disabled.</sup>\n\n<!-- codesmith:autofix:disabled -->\n<!-- /codesmith:footer -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "cli: add QA namespace aliases (#394)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T18:07:57Z",
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        {
          "oid": "0954a7b25e30d56b356a77dfc9ceb5de1ee2a62e",
          "body": "Closes #390. Child of #375.\n\nAdds the nine approved audio grouped paths as pure rewrites to existing\nflat commands, including `audio bed` → `audio-bed`. Flat commands remain\ndirectly available and the public count remains exactly 130.\n\nFocused verification: 72 passed; Ruff clean; grouped audio-bed and flat\nnormalize-audio help replayed successfully. T7a merged-master CI\n29696915559 passed all jobs.\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "cli: add audio namespace aliases (#393)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T17:48:42Z",
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        {
          "oid": "914754490d25fe944d94efe028b6839d4dc48f4d",
          "body": "Closes #388. Child of #375.\\n\\n- rewrites recognized group/action pairs\nbefore argparse while preserving global options\\n- makes all seven\naivideo aliases production-live without adding subparsers\\n- removes the\norphan namespace parser and keeps the flat command set at 130\\n- adds\nruntime parity, da\n[…]\nns, help\noutput, and invalid input scenarios.\n\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "cli: wire reserved-prefix router and aivideo aliases (#389)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T17:29:04Z",
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        {
          "oid": "d93a1f79d61699d419bc123a8b0221f454f8577f",
          "body": "## Why\n\nCloses #373. The governed audio-bed engine already performs loop/trim,\nducking, loudness normalization, exact keep-video duration verification,\nand `AudioBedReceipt` generation, but it was not reachable through\nnormal public surfaces.\n\n## What changed\n\n- added MCP `video_audio_bed`\n- added P\n[…]\ndle missing required audio inputs.\n\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\n\n---------\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: expose guarded audio-bed public workflow (#387)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T05:00:11Z",
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          "oid": "cd7a3b0e60e8dbc4b3158573ae9cece606465aa9",
          "body": "## Why\\n\\nCloses #385. Hyperframes has passed two consecutive full CI\nruns on pinned Node 22, so keeping the job informational would now hide\nreal integration regressions.\\n\\n## What changed\\n\\n- removed\n`continue-on-error: true` from `hyperframes-integration`\\n- removed the\nstale informational labe\n[…]\n/code> with what you\nneed. Autofix is disabled.</sup>\n\n<!-- codesmith:autofix:disabled -->\n<!-- /codesmith:footer -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci: promote Hyperframes integration to required gate (#386)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T01:24:00Z",
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          "oid": "85456aae6103a1f1f0795492c506b9a5f5c27a86",
          "body": "## Why\n\n`master` CI is red because optional integration matrices rely on stale\nrunner/assets: Hyperframes receives Node 20 although it requires Node\n>=22, and the GitHub FFmpeg 7/8 legs reference expired BtbN daily-build\nURLs.\n\nCloses #383.\n\n## What changed\n\n- pinned the existing approved `actions/s\n[…]\nmpeg 7 and 8 build artifacts used in testing.\n\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\n\nCo-authored-by: Simon Gonzalez De Cruz <simongonzalezdc@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci: restore Node and FFmpeg matrix compatibility (#384)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-19T01:07:31Z",
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          "oid": "4c52d4297ef232e10313789322c482e277c056e3",
          "body": "## Why\n\nPR #361 correctly prevented Hyperframes from hanging without a TTY, but\nit also made `--skip-transcribe` unconditional. That silently inverted\nthe documented `skip_transcribe=False` default across the engine, Python\nclient, CLI, and MCP tool. This restores the public contract without\nreopeni\n[…]\n is small, reversible, and limited to Hyperframes `init`\nargument construction.\n- [x] The implementation worker stayed inside its two-file scope;\nverification was run separately and is recorded above.",
          "is_bot": false,
          "headline": "fix(hyperframes): restore skip-transcribe contract (#380)",
          "author_name": "Simon Gonzalez De Cruz",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-18T20:29:59Z",
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          "oid": "39273b4805d4d8c8934a69f83276610d823912d9",
          "body": "## Why\n\nOfficial CI was re-enabled for PR #380 and exposed repository-wide Ruff\nformatting drift already present on `master`. Because both CI and PR\nsafety check the entire tree, every code PR fails before tests\nregardless of its own formatting.\n\nCloses #381.\n\n## What changed\n\n- Applied the configur\n[…]\ncodesmith-dark.svg\"></picture></a>\n<sup>Need help on this PR? Tag <code>/codesmith</code> with what you\nneed. Autofix is disabled.</sup>\n\n<!-- codesmith:autofix:disabled -->\n<!-- /codesmith:footer -->",
          "is_bot": false,
          "headline": "ci: restore repository-wide Ruff format baseline (#382)",
          "author_name": "Simon Gonzalez De Cruz",
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          "committed_at": "2026-07-18T20:17:09Z",
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          "oid": "a7ac4dc23c2adc33c4fb982b8ab1e98f22c7f5b0",
          "body": "… (#216) from phase2/p6-evidence into master",
          "is_bot": false,
          "headline": "Merge pull request 'P6: correct protected release evidence summaries'…",
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          "committed_at": "2026-07-18T01:39:54Z",
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          "oid": "48a8222f621c977e0229d832dd3f93136846d863",
          "body": null,
          "is_bot": false,
          "headline": "docs(release): correct latest release summaries",
          "author_name": "Simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-18T01:29:45Z",
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          "body": "…om phase2/p5-event-core into master",
          "is_bot": false,
          "headline": "Merge pull request 'P5: add durable event consumer cursors' (#209) fr…",
          "author_name": "simon",
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          "committed_at": "2026-07-18T01:24:47Z",
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        {
          "oid": "aa457858ce412680e8b9b02426eb533c36634d29",
          "body": "… phase2/p5-retention into phase2/p5-event-core",
          "is_bot": false,
          "headline": "Merge pull request 'P5: bound acknowledged audit history' (#210) from…",
          "author_name": "simon",
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          "oid": "e6d94e6653924d86fda7445938146b53d434f8d6",
          "body": "…m phase2/p5-events-tests into phase2/p5-retention",
          "is_bot": false,
          "headline": "Merge pull request 'P5: prove replay and retention safety' (#211) fro…",
          "author_name": "simon",
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          "committed_at": "2026-07-18T01:16:48Z",
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          "body": "…om phase2/p5-privacy into phase2/p5-events-tests",
          "is_bot": false,
          "headline": "Merge pull request 'P5: reject unsanitized audit summaries' (#212) fr…",
          "author_name": "simon",
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        {
          "oid": "a1e6c34ef81a60a4ad18f071bf67244642e95984",
          "body": "…e2/p5-review-fixes into phase2/p5-privacy",
          "is_bot": false,
          "headline": "Merge pull request 'P5: confine cursor supersession' (#213) from phas…",
          "author_name": "simon",
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        {
          "oid": "577bf368f6f1d5741d027d9af099de2af68b7d65",
          "body": "… from phase2/p5-closure into phase2/p5-review-fixes",
          "is_bot": false,
          "headline": "Merge pull request 'P5: protect pending consumers and secrets' (#214)…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
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          "oid": "2ae11601705255474e6ad3aa1b29996411747bd5",
          "body": "…rom phase2/p5-full-suite into phase2/p5-closure",
          "is_bot": false,
          "headline": "Merge pull request 'P5: close audit vocabulary verification' (#215) f…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
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          "headline": "feat(events): add durable consumer cursors",
          "author_name": "Simon",
          "author_login": "simongonzalezdc",
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          "headline": "feat(events): bound acknowledged audit history",
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          "headline": "test(events): prove replay and retention safety",
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          "headline": "fix(events): reject unsanitized audit summaries",
          "author_name": "Simon",
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          "author_name": "Simon",
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          "headline": "fix(events): protect pending consumers and secrets",
          "author_name": "Simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-18T00:46:28Z",
          "body_truncated": false,
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          "headline": "test(events): update closed audit vocabulary",
          "author_name": "Simon",
          "author_login": "simongonzalezdc",
          "committed_at": "2026-07-18T00:46:28Z",
          "body_truncated": false,
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        {
          "oid": "44157b2a32af3b3e76511702efd6eb66c3752a99",
          "body": "…) from phase2/p4-revisions into master",
          "is_bot": false,
          "headline": "Merge pull request 'P4: preserve edits across branch histories' (#205…",
          "author_name": "simon",
          "author_login": "simongonzalezdc",
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                ],
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              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
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                "details": [],
                "max_points": 10
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            ]
          },
          {
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            "notes": [
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                "code": "excluded_no_data",
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              },
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                "code": "weights_renormalized",
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            ],
            "value": 100,
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              "releases_count": 36,
              "latest_release_tag": "v1.10.0",
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            "components": [
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                "key": "ships_releases",
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                "details": [
                  {
                    "code": "releases_published",
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                      "count": 36
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                ],
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              {
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                "details": [
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                    "code": "release_recency",
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              {
                "key": "release_cadence",
                "name": "Release cadence",
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                "details": [
                  {
                    "code": "release_cadence",
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                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
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                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
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                ],
                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
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            "note": null,
            "notes": [],
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            "inputs": {
              "cap": null,
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                    "code": "abandonment_unverified",
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        ],
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      {
        "key": "community",
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        "weight": 0.18,
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            "note": null,
            "notes": [],
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              "forks": 24,
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              "growth_factor_pct": 100,
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            "components": [
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                "key": "stars",
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                    "code": "stars",
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                      "count": 88
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                "max_points": 60
              },
              {
                "key": "forks",
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                    "code": "forks",
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                      "count": 24
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                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
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                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
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                      "count": 0
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                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
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            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
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              "has_contributing": true,
              "has_issue_template": false,
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              "has_pull_request_template": true
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                "key": "readme",
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                "details": [],
                "max_points": 22.5
              },
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                "key": "license",
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                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
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                  },
                  {
                    "code": "license_spdx",
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                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
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                "status": "met",
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              },
              {
                "key": "code_of_conduct",
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                "status": "met",
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              {
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          },
          {
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            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
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                "code": "excluded_no_data",
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                  "components": [
                    "registry_dependents"
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 47,
            "inputs": {
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              "dependents": null,
              "ecosystems": "npm, pypi",
              "total_downloads": null,
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                "key": "monthly_downloads",
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                  }
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                "max_points": 80
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              {
                "key": "registry_dependents",
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                "details": [
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                    "code": "not_reported_by_this_ecosystem",
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                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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        "weight": 0.24,
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                "key": "bus_factor",
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                    "code": "bus_factor",
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                      "count": 1
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                "max_points": 54
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                "key": "commit_distribution",
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
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                    "code": "contributors_sampled",
                    "params": {
                      "count": 6
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                "max_points": 13.5
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                "key": "openssf_scorecard_contributors",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
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            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 303,
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              "issue_closed_ratio": 0.955,
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "96% of issues closed",
                "points": 44.6,
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                    "code": "issues_closed_share",
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                      "share": 96
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                  }
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                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
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                "details": [
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                    "code": "decided_prs_merged",
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
            "value": 45,
            "inputs": {
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              "is_verified": null,
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            "components": [
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                "details": [
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                "max_points": 30
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                "key": "verified_domain",
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              {
                "key": "owner_reach",
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                "key": "track_record",
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          {
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            "note": null,
            "notes": [],
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            "inputs": {
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                "key": "published_resolvable",
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                ],
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              },
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                "details": [
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                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
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                "details": [
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                ],
                "max_points": 20
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            ]
          }
        ],
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        "metrics": [
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            "inputs": {
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              },
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              },
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                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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                "key": "openssf_scorecard_ci_tests",
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          },
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            "inputs": {
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              },
              {
                "key": "documentation_directory",
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              },
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              },
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              }
            ]
          }
        ],
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              {
                "code": "weights_renormalized",
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            ],
            "value": 55,
            "inputs": {
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                "key": "branch_protection",
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              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
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              },
              {
                "key": "code_review",
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              {
                "key": "contributors",
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              },
              {
                "key": "dangerous_workflow",
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              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
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                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
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                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 30 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 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "36 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 5
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 64,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 95,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": 0.65,
              "agent_instruction_files": [
                ".cursorrules",
                ".github/copilot-instructions.md",
                ".windsurfrules",
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 8032
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".cursorrules, .github/copilot-instructions.md, .windsurfrules, AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".cursorrules, .github/copilot-instructions.md, .windsurfrules, AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "65 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 34.7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 65,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 46,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "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": 75745,
              "source_files_sampled": 779,
              "oversized_source_files": 2
            },
            "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": "2/779 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 779,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "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": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index pypi:kinocut@1.10.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T07:06:53.811178Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/KyaniteLabs/kinocut.svg",
  "full_name": "KyaniteLabs/kinocut",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

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

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