Registro públicoModerado
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-27 12:25 UTC
gianlucamazza / mklang
A declarative language for LLM-driven state machines - the .mkl document is the program, an LLM is the runtime
gianlucamazza/mklang tiene un índice de salud de 62 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Engineering Quality (81/100) y la más baja, Community & Adoption (42/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.
62
global / 100Índice 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.
62
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)
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
Gianluca MazzaCuenta personal
67 seguidores61 repositorios públicosdesde ene 2017gianlucamazza
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 | mklang | 1.0.11 | 2747 | 27 | hace 0 días | agentsdslllmreasoningstate-machine |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
74
Actividad de desarrollo
56Moderado
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 0 días |
| 2.1/36 | Cadencia de commits — 3/52 semanas con commits |
| 18/18 | Volumen de commits — 267 commits en el último año |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Datos de entrada utilizados
| commits_last_year | 267 |
| human_commit_share | 0,98 |
| days_since_last_push | 0 |
| active_weeks_last_year | 3 |
Disciplina de publicación
100Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 30 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 0 días |
| 27/27 | Cadencia de publicación — una versión cada ~0,4 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 30 |
| latest_release_tag | v1.0.11 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0,4 |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
42
Popularidad y adopción
1Crítico
Cómo se puntúa
| 0/60 | Estrellas — 1 estrellas |
| 0/25 | Forks — 0 forks |
| 0/15 | Observadores — 0 observadores |
Datos de entrada utilizados
| forks | 0 |
| stars | 1 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
77Bueno
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (Apache-2.0) |
| 18/18 | Guía CONTRIBUTING |
| 0/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 6.3/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| has_contributing | sí |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | sí |
Adopción en el ecosistema (descargas)
57Moderado
Cómo se puntúa
| 45.9/80 | Descargas mensuales — 2747 descargas/mes en pypi |
| 0/20 | Dependientes en el registro — no lo informa este ecosistema |
Datos de entrada utilizados
| packages | mklang |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2747 |
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?
57
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 1/22.5 | Distribución de commits — el principal contribuyente firma el 96% de los commits |
| 2.7/13.5 | Amplitud de contribuyentes — 2 contribuyentes |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0,955 |
Capacidad de respuesta a issues y PR
64Moderado
Cómo se puntúa
| 26.7/46.8 | Resolución de issues — 57% de issues cerradas |
| 37/38.3 | Aceptación de PR — 58/60 PR decididos fusionados |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/26 approved changesets -- score normalized to 0 |
Datos de entrada utilizados
| merged_prs | 58 |
| open_issues | 3 |
| closed_issues | 4 |
| issue_closed_ratio | 0,571 |
| closed_unmerged_prs | 2 |
Propiedad y custodia
60Moderado
Cómo se puntúa
| 10/30 | Respaldo de la propiedad — cuenta personal (usuario) |
| 0/20 | Dominio verificado — no aplicable a cuentas de usuario |
| 13.2/25 | Alcance del propietario — 67 seguidores de gianlucamazza |
| 25/25 | Trayectoria — 61 repos públicos, cuenta de ~9 años |
Datos de entrada utilizados
| followers | 67 |
| owner_type | User |
| is_verified | — |
| owner_login | gianlucamazza |
| public_repos | 61 |
| account_age_days | 3486 |
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Mantenimiento de paquetes
100Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en pypi |
| 35/35 | Recencia de publicación — última publicación hace 0 días |
| 20/20 | Historial de versiones — 27 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | mklang |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
81
Prácticas de ingeniería
68Moderado
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 5 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 — 2 out of 2 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
100Excelente
Cómo se puntúa
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 15/15 | Sitio de documentación / página del proyecto — https://gianlucamazza.github.io/mklang/ |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 5 topics |
| 10/10 | Wiki |
Datos de entrada utilizados
| topics | agents, dsl, llm, python, state-machine |
| has_wiki | sí |
| homepage | https://gianlucamazza.github.io/mklang/ |
| has_readme | sí |
| has_docs_dir | sí |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
50
Postura de seguridad
50Moderado
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 — 2 out of 2 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 0/26 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Licencia — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 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 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — sin datos |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 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.
48
Contexto y guía para agentes
40En riesgo
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 40/40 | Historial de commits legible — 98 de 98 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 1 |
| 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 — lockfile |
| 10/10 | Práctica demostrada con agentes — 31 de los últimos 100 commits con autoría o crédito de agente |
| 5/8 | Mantenimiento automatizado — automatización de dependencias configurada, no observada en los commits muestreados |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | uv.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0,31 |
| 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 — 0/104 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Python |
| largest_source_bytes | 40.448 |
| source_files_sampled | 104 |
| oversized_source_files | 0 |
Interfaces legibles por máquina
60Moderado
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 20/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — demos, examples |
Datos de entrada utilizados
| example_dirs | demos, examples |
| has_mcp_signal | sí |
| api_schema_files | — |
Datos clave
1estrellas de GitHub
2contribuidores
267commits en los últimos 12 meses
0días desde el último push
30versiones publicadas
1factor bus
3issues abiertas
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:mklang@1.0.11; advisories assessed against the repository dependency graph instead
Más detalle
OpenSSF Scorecard 5.0 / 10
5.0agregado
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 | 2 out of 2 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 0/26 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 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 |
| 10 | Security-Policy | security policy file detected |
| n/d | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Dependencias directas 6
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| PyPI | pyyaml | >=6 | pyproject.toml |
| PyPI | jsonschema | >=4 | pyproject.toml |
| PyPI | python-dotenv | >=1 | pyproject.toml |
| PyPI | openai | >=1.40 | pyproject.toml |
| PyPI | rich | >=13.7 | pyproject.toml |
| PyPI | textual | >=0.80 | pyproject.toml |
Todas las dependencias no recopilado
No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Informe JSON sin procesar legible por máquina
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"oid": "4caf68574c6003318bd47bb71b20345327f13dd4",
"body": "Double-checked against the published PyPI sdist digest for 1.0.2.",
"is_bot": false,
"headline": "release(arch): pin the 1.0.2 sdist sha256 in the PKGBUILD",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T23:19:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "632ba7628a27dbc330656a0d715c980673adc134",
"body": "Reliability honesty and release-gate strengthen: severity_escalate measured\nwith a 0.5 floor, SPEC §9 aligned to measured agreement, escalate lint notes,\nagent.mkl budget headroom. Spec stays 0.3.",
"is_bot": false,
"headline": "release: 1.0.2",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T23:16:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d5502117e5f3ee9c13e48bdcc9f1ff1e1b0bacf",
"body": "P0/P1 from the architecture inventory:\n\n- SPEC §9: honest gate-divergence history (1.0 on 2026-07-23; 0.917 / escalate\n 0.667 on 2026-07-24) and release-gate distinction.\n- Release live matrix: measure severity_escalate with a 0.5 floor; keep\n gate_divergence at 1.0 (--min-agreement-by-machine).\n- lint: note: advisory on escalate machines; --strict ignores note: findings.\n- agent.mkl budget 16→24 for static authoring repairs; best-practices for\n escalate, console vs MCP, authoring budget.",
"is_bot": false,
"headline": "fix: strengthen reliability claims and authoring headroom",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T23:16:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "397d5ef8a545285ce26b8183adc7cf2e1d213cfd",
"body": "Honest re-run of the four-machine suite on release day: three machines stay\nat agreement 1.0; severity_escalate drops to 0.667 on one DeepSeek repeat.\nRelease-gate single-machine rate remains 1.0. Document Anthropic blocked by\nmissing key in both local env and GitHub secrets.",
"is_bot": false,
"headline": "docs: record 1.0.1 gate-divergence suite (severity_escalate 0.667)",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T23:05:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "414a20bab79de002acce9b96fe86f2b608b8fde8",
"body": "Refresh the demo manifest package_version, README status (1.0 posture +\nAUR link), ROADMAP shipped 1.0.1 follow-ups, and the distribution protocol\nversion pointer. AUR mklang 1.0.1-1 was published separately.",
"is_bot": false,
"headline": "docs: align living surfaces with 1.0.1 and AUR",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T23:00:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0cb91989d13c92fa027374e3eb247dd8959951a7",
"body": "Double-checked against the published PyPI sdist digest for 1.0.1.",
"is_bot": false,
"headline": "release(arch): pin the 1.0.1 sdist sha256 in the PKGBUILD",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T22:58:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "65fd712b0a3c907f7aefa6df2947b629b235bb9d",
"body": "Validation follow-ups after 1.0.0: authoring blind_spot measurement, ADR 0028\nprovisional 1.0 posture, doctor complexity cut, CI format/tag gates. Spec stays\n0.3. Bump package across the release-sync surface; cut [Unreleased] → [1.0.1].",
"is_bot": false,
"headline": "release: 1.0.1",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T22:55:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ec377def972f88a6a2c281f38da8d6488a47019",
"body": "Align the audit register/detail for A1–A4 with the landed CI and doctor\nfollow-ups; document post-1.0 Unreleased work (ADR 0028, blind_spot, CI\ngates, doctor). Import mklang at package scope in gate_divergence.py so\nscripts stay free of noqa/sys.path hacks.",
"is_bot": false,
"headline": "chore: clear residual validation drift and drop gate_divergence noqa",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T22:53:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "97925e2de6f731b1314a7a2439c1559769fbd3c1",
"body": "Re-pin the demo manifest after the cmd_doctor refactor (cli.py source hash\nonly; assets unchanged) so quality.yml check-drift stays green. Align the\nvalidation report's detail/§5 with measured B1/B2 and ADR 0028, publish the\nnew experiment pages in the mkdocs Research nav, and refresh the ADR count.",
"is_bot": false,
"headline": "chore: close demo-source drift and doc gaps after validation follow-ups",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T22:49:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3717c7c019ac1d916ebc41fe98a0004addfb9140",
"body": "… 0028\n\n- Extract cmd_doctor helpers (CC 41 → 8); keep cli dispatch table intact (#63)\n- Freeze authoring corpus + harness; live DeepSeek run: blind_spot=0.0167 →\n do not build test_machine (#59)\n- ADR 0028: provisional 1.0.0 posture with falsifiable 2.0 conditions (#62)\n- Five-reader protocol for D1; leave Anthropic gate-divergence external (#60/#61)",
"is_bot": false,
"headline": "Close validation follow-ups: doctor refactor, blind_spot measure, ADR…",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T22:42:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6f0a781b4ec115933f27b2c10f51403213ff5627",
"body": "…an-vzb550\n\nValidate the 2026-07-23 audit: verdicts, deterministic fixes, best-practices docs",
"is_bot": false,
"headline": "Merge pull request #57 from gianlucamazza/claude/mklang-validation-pl…",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T17:36:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "25b3673521f4a820424b1a9cfc06d905983c762e",
"body": "Closes #58 — the two workflow enforcements deferred from the validation\nbranch because the automation account lacked workflows permission.\n\n- quality.yml checks: add `ruff format --check` after Lint (A1)\n- quality.yml test: fetch-depth: 0 so the tag↔CHANGELOG test runs in CI (A3)\n- validation report: mark A1/A3 CI items DONE",
"is_bot": false,
"headline": "ci: gate ruff format and fetch tags for the release invariant",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T17:34:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8589cc092bb98d27db08e1881da8792e6419e9f",
"body": "- SECURITY.md + best-practices.md: \"no filesystem authority\" overstated the\n guarantee (ADR 0013 allows an explicit per-call checkpoint_path write).\n Reword to \"no general filesystem-write authority\", keeping the checkpoint\n opt-in caveat.\n- validation report: complete the truncated \"SPEC §\" cita\n[…]\nthub/workflows/. Replying on the thread; not weakening the test's skip.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01MPyaGeffXcgvNWgsjybgiQ",
"is_bot": false,
"headline": "docs/test: address CodeRabbit review on PR #57",
"author_name": "Claude",
"author_login": "claude",
"committed_at": "2026-07-23T17:20:45Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "e815eb1a19d09cbfeb531f7dab11c68bbf26e52c",
"body": "Fill the gaps the 2026-07-23 validation identified in the project's\nbest-practices and contributor documentation. Docs only — no code, no\nworkflow changes.\n\nbest-practices.md:\n- B1: new §10 note \"Static checks are not behavioural correctness\" — check/\n lint prove well-formedness, not behaviour; run\n[…]\ns the validation report to mark C2 done and record the doc completions.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01MPyaGeffXcgvNWgsjybgiQ",
"is_bot": false,
"headline": "docs: complete best practices surfaced by the validation findings",
"author_name": "Claude",
"author_login": "claude",
"committed_at": "2026-07-23T17:00:02Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "d9ea50630d2fca1e1b79b4cfccc6b72c65ba15c1",
"body": "Fixes the four code/doc defects whose verdicts were CONFIRMED and whose fix\nis unambiguous. Blocked items (B1 magnitude, C3 live, D1 external) and the\njudgement ADRs (C1/C2/C4) are left for a keyed/maintainer session.\n\nA1 — format gate absent, one file drifted:\n - reformat tests/test_truncation.py \n[…]\nsion.\n\nOffline suite: 448 passed, 2 skipped, coverage 91.81% (gate 90).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01MPyaGeffXcgvNWgsjybgiQ",
"is_bot": false,
"headline": "fix: address the deterministic findings from the validation report",
"author_name": "Claude",
"author_login": "claude",
"committed_at": "2026-07-23T16:53:25Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "861254f765071c0ef4e6cf6bebb9e2862b496a84",
"body": "Execute the twelve-finding validation plan against a clean clone and fill\nthe §4 results register with evidence, falsifier status, and a verdict per\nclaim. No fixes prescribed beyond the derived backlog (plan method §0).\n\nSettled deterministically:\n- A1 format gate absent (reproduced on CI-resolved \n[…]\n re-run, D1 external reader test. Each marked with the resource needed.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01MPyaGeffXcgvNWgsjybgiQ",
"is_bot": false,
"headline": "docs(experiments): record validation verdicts for the 2026-07-23 audit",
"author_name": "Claude",
"author_login": "claude",
"committed_at": "2026-07-23T16:44:59Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "e525a1b8afeea3d6966e4022e9067d95bca52b70",
"body": "release(arch): pin the 1.0.0 sdist sha256 in the PKGBUILD",
"is_bot": false,
"headline": "Merge pull request #56 from gianlucamazza/release/1.0.0-arch-pin",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T15:47:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5771ecedb7b7d1c510248f3f8aaf7ff67244d18e",
"body": "Co-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "release(arch): pin the 1.0.0 sdist sha256 in the PKGBUILD",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T15:46:40Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "551970f0359adf9cf4c3ca9f3c2c48844fbe908e",
"body": "The .github/ tree (excluded from the sdist but run by CI) still referenced examples/*.mk, triage.mk, hello.mk; update to .mkl so the schema check, mklang check/lint/test, and check-drift steps resolve.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "ci: rename .mk -> .mkl in the quality gate and issue templates",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T15:34:41Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "fa094f9851fd30ad76f4442310e81351d8bfb0c7",
"body": "Re-render agent + language demos (vhs 0.11.0, DeepSeek) so recordings and manifest track the renamed .mkl sources; clears the demo-assets source-drift CI gate.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(demos): regenerate live demos for the .mkl rename",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T15:30:15Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "37bd155ba95c1aea785d96d272b2343fb0c3d23a",
"body": "release: 1.0.0 (.mkl rename + stability policy)",
"is_bot": false,
"headline": "Merge pull request #55 from gianlucamazza/release/1.0.0",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T15:10:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "debfedf2a7b78869921c807c3654a75a6cf95f14",
"body": "Drop Development Status :: 4 - Beta -> 5 - Production/Stable and bump the\npackage 0.16.0 -> 1.0.0 across the release-sync surface (pyproject,\n__init__, PKGBUILD pkgver, README, ROADMAP, CHANGELOG, uv.lock). Spec\nstays 0.3. Cut [Unreleased] -> [1.0.0].\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "release: 1.0.0",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T15:06:49Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "42ac9641217c3f935438b60c23ba44598333b433",
"body": "Machine file extension .mk -> .mkl, hard cut: directory discovery\n(registry.load_registry, stdlib loader, CLI project scan) matches *.mkl only;\n.mk still loads by explicit path. Sheds the Makefile / GitHub Linguist\ncollision (ADR 0027; .gitattributes Linguist override).\n\nSPEC section 9 triaged: ever\n[…]\nes/stability.md). Also fixes a\nbuild-docs.sh gap: depth-2 (../../) CHANGELOG/CONTRIBUTING link rewrites.\n\nSpec stays 0.3; CHANGELOG history kept on .mk.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor!: rename .mk -> .mkl and state the 1.0 stability surface",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T15:03:03Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "e1c2cdc4ce25af36998473aa979316a4309633f6",
"body": "release(arch): pin the 0.16.0 sdist sha256",
"is_bot": false,
"headline": "Merge pull request #54 from gianlucamazza/release/0.16.0-arch-pin",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T12:55:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "95e5ba1f44d7c7f3a1d6c3d217e518817219b99b",
"body": "pkgver was already bumped to 0.16.0 in the release commit; this pins the\nsha256sums to the published PyPI sdist digest\n(d1b089c99c62cbec90c616418ade0412c19b71ffc1b77a80ef154475a4fd0bda),\ndouble-verified against a local download. pkgrel stays 1.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "release(arch): pin the 0.16.0 sdist sha256 in the PKGBUILD",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T12:54:02Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e81cd44d750b591b85d60658ad1b28fff4d08a46",
"body": "…-gate-count\n\nfix(gate-divergence): exclude skipped-provider rows from the machine count",
"is_bot": false,
"headline": "Merge pull request #53 from gianlucamazza/fix/gate-divergence-release…",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T12:48:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fba0e863ce1a95e7deedbf70376d92ace0c2944e",
"body": "…count\n\n_ci_errors derived n_machines from the distinct `machine` values across ALL\nrows, but skipped-provider rows carry no `machine` field, so `None` was counted\nas a machine. With the release matrix always skipping the no-key optional\nproviders, `expected = repeats * n_machines` became 2x the run\n[…]\noviders plus machine-less skipped rows for the optional ones. Record the fix\nunder CHANGELOG [0.16.0] (### Fixed) since it ships with the re-cut 0.16.0.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(gate-divergence): exclude skipped-provider rows from the machine …",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T12:46:01Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "649b3c4e1375b2f3d2bb9d6bab3370f4535b017b",
"body": "release: 0.16.0",
"is_bot": false,
"headline": "Merge pull request #52 from gianlucamazza/release/0.16.0",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T12:12:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "60a1802f5c13924b9ace8ff711a6b27f44f42b92",
"body": "Version bump to 0.16.0, kept synchronized across the release-provenance surface\n(tests/test_release.py): pyproject.toml + mklang.__version__, uv.lock, the Arch\nPKGBUILD pkgver (sha256sums follows the published sdist in a later step), the\nREADME current-version line, and the ROADMAP pointers. Fix the\n[…]\nge gate 90 / mypy strict tier, four-machine gate-divergence suite, demo\nrefocus) ships as 0.16.0 so the 1.0 groundwork starts from a published baseline.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "release: 0.16.0",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T12:10:33Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "63b6d5f3076df86d17c7986288ab1f13f382221f",
"body": "…-refresh\n\ndocs: land the 2026-07-23 four-machine gate-divergence results on main",
"is_bot": false,
"headline": "Merge pull request #51 from gianlucamazza/docs/roadmap-close-showcase…",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T12:01:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3f1720b0b640d2445fc25573690b475ba7d8bb6c",
"body": "…uite\n\ndocs: publish the 2026-07-23 four-machine gate-divergence results",
"is_bot": false,
"headline": "Merge pull request #50 from gianlucamazza/docs/gate-divergence-live-s…",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T11:31:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b54c903b93e54c5796d53745ab33e78c411404d2",
"body": "…-refresh\n\ndocs: mark the showcase refresh shipped in the ROADMAP",
"is_bot": false,
"headline": "Merge pull request #49 from gianlucamazza/docs/roadmap-close-showcase…",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T11:31:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "633bf791772755ab473bcc8abf01e11aa1568516",
"body": "First live run of the full suite (--machines all) across DeepSeek and\nOpenAI, 3 repeats each: 24/24 runs done, per-machine agreement 1.0 on\nall four gate shapes, zero gate errors. Free-text outputs diverge on\nthe contestable machines (sentiment_borderline, severity_escalate)\nwhile the gate signature\n[…]\nreliability claim in\nminiature. Dated row + detail section in the experiment doc; the\nROADMAP item moves from [next] to [shipped].\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: publish the 2026-07-23 four-machine gate-divergence results",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T11:24:59Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "b57d39f91051a7cd3efc1ad5c87f2afb636dd2d1",
"body": "The near-term list still carried Showcase refresh as [next], but the\ndemo suite was already refocused and pruned to the two product surfaces\n(agent + language) in the PR 42-48 cycle. Record the outcome as shipped\nso the remaining [next] items reflect the real open work.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: mark the showcase refresh shipped in the ROADMAP",
"author_name": "Gianluca",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T11:21:32Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "dcf2eaa954bfcc1233d9a6add86822c83e65e385",
"body": "docs: prune the demo suite to two (agent + language)",
"is_bot": false,
"headline": "Merge pull request #48 from gianlucamazza/docs/demo-prune-to-two",
"author_name": "Gianluca Mazza",
"author_login": "gianlucamazza",
"committed_at": "2026-07-23T11:16:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "001c98796d75406376312bba3e9bd37f2e73f7ce",
"body": "…age)\n\nSix separate recordings were more than the language+console focus needs and\ncost maintenance/review/drift-pinning per demo. Keep the two that map to the\nproduct pillars — agent (console TUI: NL commissioning + consent + trace) and\nlanguage (react.mk CLI: gates + tool + accumulate loop + tier)\n[…]\nat the 12 removed files are actually gone).\n\ncheck-drift/validate/ruff/shellcheck/mkdocs --strict and the offline suite all\ngreen.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: prune the demo suite to the two product surfaces (agent + langu…",
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}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "at_risk",
"name": "Community & Adoption",
"value": 42,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"forks": 0,
"stars": 1,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "1 stars",
"points": 0,
"status": "missed",
"details": [
{
"code": "stars",
"params": {
"count": 1
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "0 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 0
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "0 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
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}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
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"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 57,
"inputs": {
"packages": [
"mklang"
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"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 2747
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "2,747 downloads/month across pypi",
"points": 45.9,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 2747,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
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},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 57,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 19,
"inputs": {
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"contributors_sampled": 2,
"top_contributor_share": 0.955
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 96% of commits",
"points": 1,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 96
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "2 contributors",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 2
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 64,
"inputs": {
"merged_prs": 58,
"open_issues": 3,
"closed_issues": 4,
"issue_closed_ratio": 0.571,
"closed_unmerged_prs": 2
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "57% of issues closed",
"points": 26.7,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 57
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "58/60 decided PRs merged",
"points": 37,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 58,
"decided": 60
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/26 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"followers": 67,
"owner_type": "User",
"is_verified": null,
"owner_login": "gianlucamazza",
"public_repos": 61,
"account_age_days": 3486
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "67 followers of gianlucamazza",
"points": 13.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 67,
"login": "gianlucamazza"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "61 public repos, account ~9 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 61
}
},
{
"code": "account_age_years",
"params": {
"years": 9
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"mklang"
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"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "27 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 27
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 81,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 68,
"inputs": {
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"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "5 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 5
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "2 out of 2 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"agents",
"dsl",
"llm",
"python",
"state-machine"
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"has_wiki": true,
"homepage": "https://gianlucamazza.github.io/mklang/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
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{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://gianlucamazza.github.io/mklang/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "5 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 5
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}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 50,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"signed_releases"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 50,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 5
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "2 out of 2 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/26 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "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": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
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"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 48,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"legible_history_share": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "98 of 98 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 98,
"sampled": 98
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 47,
"inputs": {
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"has_tests": true,
"lockfiles": [
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"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
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"typecheck_configs": [],
"agent_commit_share": 0.31,
"toolchain_manifests": [],
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},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
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}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
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{
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{
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},
{
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{
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{
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{
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],
"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:mklang@1.0.11; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-27T12:25:41.956872Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/gianlucamazza/mklang.svg",
"full_name": "gianlucamazza/mklang",
"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 agregadas — PyPI.