Informe de salud del softwareesquema 0.27.0 · métricas 2.2.0 · 2026-08-02 10:55 UTC
MattJColes / lgtmaybe

any model. no keys. maybe a merge.
PythonMIT★ 256 estrellas⑂ 0 forksdesde jun 2026Ver en GitHub ↗
MattJColes/lgtmaybe tiene un índice de salud de 65 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (72/100) y la más baja, Security (37/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.
global / 100
Bueno
Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación

Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
El resultado global ponderado 60 se calibra a 65 en la escala publicada del índice (calibración del registro 2026-08-02).
Titularidad

Matt ColesCuenta personal
183 seguidores21 repositorios públicosdesde sept 2011
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
PyPI	lgtmaybe	1.12.0	-	63	hace 0 días
Métricas por categoría

Vitalidad

¿Está vivo el proyecto: se escribe código y se publican versiones?
72Bueno · 21% del índice global
Actividad de desarrollo

60Moderado
Cómo se puntúa
36/36	Recencia de push — último push hace 0 días
6.2/36	Cadencia de commits — 9/52 semanas con commits
18/18	Volumen de commits — 467 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	467
human_commit_share	0,79
days_since_last_push	0
active_weeks_last_year	9
Disciplina de publicación

90Excelente
Cómo se puntúa
27/27	Publica versiones — 63 versiones publicadas
36/36	Recencia de las versiones — última versión hace 0 días
27/27	Cadencia de publicación — una versión cada ~0,8 días
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count	63
latest_release_tag	lgtmaybe-v1.12.0
releases_from_tags	no
days_since_latest_release	0
mean_days_between_releases	0,8
Comunidad y Adopción

¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
53Moderado · 17% del índice global
Popularidad y adopción

39Débil
Cómo se puntúa
39/60	Estrellas — 256 estrellas
0/25	Forks — 0 forks
0/15	Observadores — 0 observadores
Datos de entrada utilizados
forks	0
stars	256
watchers	0
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history
Salud de la comunidad

70Bueno
Cómo se puntúa
22.5/22.5	README
22.5/22.5	Licencia — licencia reconocida (MIT)
18/18	Guía CONTRIBUTING
0/13.5	Código de conducta
0/7.2	Plantilla de issues
0/6.3	Plantilla de PR
Datos de entrada utilizados
has_readme	sí
has_license	sí
readme_badges	—
has_contributing	sí
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	—
has_pull_request_template	no
Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
61Moderado · 23% del índice global
Resiliencia de mantenedores (factor bus)

18Crítico
Cómo se puntúa
9/54	Factor bus — la mitad de los commits recae en 1 contribuyente(s)
3.1/22.5	Distribución de commits — el principal contribuyente firma el 86% de los commits
2.7/13.5	Amplitud de contribuyentes — 2 contribuyentes
3/10	OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Datos de entrada utilizados
bus_factor	1
contributors_sampled	2
top_contributor_share	0,864
Capacidad de respuesta a issues y PR

81Excelente
Cómo se puntúa
42/42	Resolución de issues — 100% de issues cerradas
28.9/30	Aceptación de PR — 310/322 PR decididos fusionados
0/13	Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d
0/15	OpenSSF Scorecard: Code-Review — Found 0/23 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs	310
open_issues	0
closed_issues	2
prs_merged_7d	—
prs_decided_7d	—
prs_merged_30d	—
prs_decided_30d	—
issue_closed_ratio	1
closed_unmerged_prs	12
first_time_authors_30d	—
first_time_prs_merged_30d	—
first_time_prs_decided_30d	—
Excluidos de la puntuación (sin datos o no aplicable): newcomer_pr_acceptance. Los pesos restantes se han renormalizado.
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
16.3/25	Alcance del propietario — 183 seguidores de MattJColes
21.8/25	Trayectoria — 21 repos públicos, cuenta de ~14 años
Datos de entrada utilizados
followers	183
owner_type	User
is_verified	—
owner_login	MattJColes
public_repos	21
account_age_days	5446
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Mantenimiento de paquetes

100Excepcional
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 — 63 versiones en el registro
20/20	No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packages	lgtmaybe
ecosystems	pypi
any_deprecated	no
min_days_since_publish	0
Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?
70Bueno · 19% del índice global
Prácticas de ingeniería

66Bueno
Cómo se puntúa
24/24	Flujos de trabajo de CI — 15 flujo(s) de trabajo
24/24	Pruebas presentes
0/16	Configuración de linter
0/9.6	Hooks de pre-commit
0/6.4	.editorconfig
18/20	OpenSSF Scorecard: CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
Datos de entrada utilizados
has_ci	sí
has_tests	sí
has_editorconfig	no
has_linter_config	no
has_precommit_config	no
Documentación

75Bueno
Cómo se puntúa
30/30	README
25/25	Directorio de documentación
0/15	Sitio de documentación / página del proyecto
10/10	Descripción del repositorio
0/10	Topics
10/10	Wiki
Datos de entrada utilizados
topics	—
has_wiki	sí
homepage	—
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?
37Débil · 16% del índice global
Postura de seguridad

37Débil
Cómo se puntúa
7.5/7.5	Binary-Artifacts — no binaries found in the repo
2.2/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.2/2.5	CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5	Code-Review — Found 0/23 approved changesets -- score normalized to 0
0.8/2.5	Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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
0/5	Security-Policy — security policy file not detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
1.5/7.5	Vulnerabilities — 8 existing vulnerabilities detected
Datos de entrada utilizados
source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	3,7
Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.
71Bueno · 4% del índice global
Contexto y guía para agentes

100Excepcional
Cómo se puntúa
45/45	Instrucciones para agentes — CLAUDE.md
15/15	Documentación legible por máquinas (llms.txt) — llms.txt presente
40/40	Historial de commits legible — 79 de 79 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txt	sí
legible_history_share	1
agent_instruction_files	CLAUDE.md
agent_instruction_max_bytes	43.422
Bucle de verificación (compilación / pruebas / verificación de tipos)

58Moderado
Cómo se puntúa
0/18	Arranque con un solo comando
22/22	Pruebas automatizadas
0/11	Configuración de lint / formato
11/11	Verificación estática de tipos — src/lgtmaybe/py.typed
10/10	Entorno reproducible — Dockerfile, lockfile
10/10	Práctica demostrada con agentes — 35 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	sí
typed_language	no
bootstrap_files	—
has_devcontainer	no
has_linter_config	no
typecheck_configs	src/lgtmaybe/py.typed
agent_commit_share	0,35
toolchain_manifests	—
dependency_bot_commit_share	0
Legibilidad del código para modelos

81Excelente
Cómo se puntúa
27/45	Código verificable por tipos — Python con configuración de verificación de tipos (src/lgtmaybe/py.typed)
53.8/55	Tamaños de archivo manejables — 4/190 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_language	Python
largest_source_bytes	88.463
source_files_sampled	190
oversized_source_files	4
Interfaces legibles por máquina

40Débil
Cómo se puntúa
0/40	Esquema de API (OpenAPI/GraphQL/proto)
0/20	Servidor MCP
40/40	Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirs	examples
has_mcp_signal	no
api_schema_files	—
Datos clave

256estrellas de GitHub
2contribuidores
467commits en los últimos 12 meses
0días desde el último push
63versiones publicadas
1factor bus
0issues abiertas
PyPIecosistemas de paquetes
Advertencias de recopilación de datos

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
deps.dev does not index pypi:lgtmaybe@1.12.0; advisories assessed against the repository dependency graph instead
Más detalle

OpenSSF Scorecard 3.7 / 10
3.7agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-08-02 10:55 UTC
10	Binary-Artifacts	no binaries found in the repo
3	Branch-Protection	branch protection is not maximal on development and all release branches
9	CI-Tests	29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
0	Code-Review	Found 0/23 approved changesets -- score normalized to 0
3	Contributors	project has 1 contributing companies or organizations -- score normalized to 3
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
0	Security-Policy	security policy file not detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
2	Vulnerabilities	8 existing vulnerabilities detected
Dependencias directas 8
Registro	Paquete	Restricción de versión	Manifiesto
PyPI	ast-grep-cli	`>=0.44.0`	pyproject.toml
PyPI	click	`>=8.4.1`	pyproject.toml
PyPI	httpx	`>=0.28.1`	pyproject.toml
PyPI	litellm	`>=1.87.1`	pyproject.toml
PyPI	litellm	`>=1.87.1,<1.94`	pyproject.toml
PyPI	pydantic	`>=2.7`	pyproject.toml
PyPI	pyyaml	`>=6.0.3`	pyproject.toml
PyPI	tenacity	`>=9.1.4`	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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          "published_at": "2026-07-26T14:17:50Z"
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          "kind": "other",
          "published_at": "2026-07-26T10:17:42Z"
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          "published_at": "2026-07-25T08:36:39Z"
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          "tag": "lgtmaybe-v1.5.0",
          "kind": "other",
          "published_at": "2026-07-25T08:32:05Z"
        },
        {
          "tag": "lgtmaybe-v1.4.1",
          "kind": "other",
          "published_at": "2026-07-25T06:23:58Z"
        },
        {
          "tag": "lgtmaybe-v1.4.0",
          "kind": "other",
          "published_at": "2026-07-25T06:08:30Z"
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        {
          "tag": "lgtmaybe-v1.3.0",
          "kind": "other",
          "published_at": "2026-07-25T04:32:58Z"
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          "body": "…ot mint it (#296)\n\nReplying to a lgtmaybe review comment failed the whole review job:\n\n    The lgtmaybe identity exchange must run from the repository's\n    default branch.\n\n`pull_request_review_comment` is in the broker's ALLOWED_EVENTS, in the\nworkflow's triggers, and in the post-as-a-GitHub-App \n[…]\nme this one exception, rather than\nleft as a claim the code no longer honours.\n\n\nClaude-Session: https://claude.ai/code/session_01LqYf2v9WEBxHRoEruQWBUe\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "body": "…pad (#295)\n\nThe enclosing-definition pad could reach 120 lines above a hunk — six times\n`_MAX_CONTEXT_LINES`, the ceiling on the fixed pad it is meant to widen.\n\nThe reach exists so a hunk deep inside a function still sees the signature that\nexplains it. But it reproduces every intervening line, no\n[…]\n a\ndefinition that genuinely encloses them and sits well inside the new reach.\n\n\nClaude-Session: https://claude.ai/code/session_01LqYf2v9WEBxHRoEruQWBUe\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "headline": "perf(context): size the enclosing-definition reach against the fixed …",
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          "body": "…#294)\n\ndefinition_starts threw ast-grep's range.end away, so _enclosing_boundary\ntreated the nearest definition start above a hunk as enclosing it even when\nthat definition had already closed. Module-level code below a function —\nconstants, config tables, registries — was padded back into an unrela\n[…]\ned to clear the previous group instead of overlapping it.\nFound by fuzzing (217/4000 cases), now zero.\n\nRoughly token-neutral (-1.7% across seven commits) — a correctness fix, not a\ncost optimisation.",
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          "headline": "fix(context): only pad to a definition that still contains the hunk (…",
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          "committed_at": "2026-07-27T01:46:33Z",
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          "oid": "054a4ce1f363da2b85f167a673f9f9e5c0dbe7f0",
          "body": "redact() rewrites every matched secret to [REDACTED] before the diff leaves,\nand the security lens then said \"even if they look redacted, flag the\npractice\" — instructing the model to raise a finding on the reviewer's own\nredaction output.\n\nThe shared rules now name the marker so no lens reports it \n[…]\nens drops the bullet, since gitleaks reads the unredacted text and\nanswers what the lens was prevented from seeing. Secrets reaching a log stay\nwith the model, as does the rest of the OWASP checklist.",
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          "headline": "fix(prompt): stop asking lenses to flag our own redaction marker (#293)",
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          "committed_at": "2026-07-27T01:17:06Z",
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          "oid": "1a9f0f03d023c5e0a8e79515f088c57e6e6a6feb",
          "body": "Six bugs found by driving the real CLI through ten scenarios of rising\ncomplexity against a stub provider, each one living in a seam between modules\nthat had passing unit tests of their own.\n\n- hardening: the reflection audit received the diff and grounding head text\n  un-neutralised and with no unt\n[…]\nackage at 1.7.0.\n\nAdds tests/e2e/test_cli_scenarios.py and a stub provider so the ten scenarios\nare reproducible: hermetic, no model or network needed, and verified to go red\nagainst the pre-fix code.",
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          "headline": "fix: bugs found driving the CLI end-to-end across 10 scenarios (#291)",
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          "body": "Hunks whose padded windows meet are now merged into one, with the span\nbetween them filled in as context. Padded independently, two nearby hunks\neach reached into the other's span, producing a non-monotonic patch whose\nline arithmetic no longer held and which showed the same position twice\nwith two \n[…]\narithmetically, so a merged hunk's counts cannot drift from what it holds.\n\nCuts default-run input tokens 3-12% (-12.2% on the largest diff measured).\n\nAlso syncs uv.lock to the 1.8.0 release version.",
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          "body": "…prompt narrowing (#289)\n\n* feat(static-analysis): un-cripple semgrep and add ast-grep structural rules\n\nTwo rules-driven tools, landed together because they share the argv and parse\nplumbing.\n\n**semgrep now actually runs.** It used to skip itself unless `semgrep_rules`\nwas set, and almost nobody se\n[…]\n analysis off.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01HTBZQBip6ABR5B4pkscoUy\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "body": "… (#288)\n\n* fix(action): deliver max_tokens and the static-analysis tools to the container\n\nTwo ways an Action input could reach nothing, both fixed here.\n\n`max_tokens` was mapped to INPUT_MAX_TOKENS in the step's `env:` block but\nnever forwarded by a bare `-e` on the `docker run`, so the value was \n[…]\nexisting sync.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01HTBZQBip6ABR5B4pkscoUy\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "body": "A live review missed an unguarded Optional deref — file_contents.get(path)\nnarrows to `str | None`, and .splitlines() on it crashes — while catching\nthree narrower crash paths in the same function. mypy proved it from the\nfile's own text in seconds. That is the shape of bug a lens reads past\nand a t\n[…]\nproves the parser, only a live run proves the flags still surface\nthe finding.\n\n\nClaude-Session: https://claude.ai/code/session_01VZWoC1C4StgoEHfhzZNz7V\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "oid": "7bb2f02ae3df13437b1ceb20a3c59bb8a7310888",
          "body": "A suggestion is rendered as a one-click commit, so a name that does not\nresolve in the target file replaces working code with a crash. The\ncontract never said which file's namespace a suggestion is written\nagainst, and the gap is example-seeded rather than random.\n\nThe deprecation lens's worked exam\n[…]\nt only in the legacy system prompt would be missing from every\ndefault review.\n\n\nClaude-Session: https://claude.ai/code/session_01VZWoC1C4StgoEHfhzZNz7V\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "headline": "fix(prompt): bind suggestion names to the file being changed (#286)",
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          "oid": "a295cd8309acc5c093d07e7789d3d7ff8547d375",
          "body": "…(#284)\n\nProvider and model alone don't identify a review: the same model on the\nsame provider reviews differently across releases, since the prompt,\nlens grouping and reflection all move between them. Troubleshooting a\nsurprising review means first working out which build produced it, and\nuntil now\n[…]\nd the CLI writes the failure notice, and neither package\nmay import the other.\n\n\nClaude-Session: https://claude.ai/code/session_01VZWoC1C4StgoEHfhzZNz7V\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(engine): name the lgtmaybe version alongside the model in posts …",
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          "body": "The cap exists for prepaid routes that reserve prompt + max_tokens against the\nbalance before generating, and the Action is where those reviews actually run —\nbut the tests shipped in #281 only covered the local CLI path, so a regression\nin the `action` command's config load would have gone unnotice\n[…]\nn inputs default\n  to \"\", and a value coerced to 0 would reject every request.\n\n\nClaude-Session: https://claude.ai/code/session_01LPA33BpHTR1BqtvqeMhpzz\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "headline": "test(action): cover max_tokens on the GitHub Action path (#282)",
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          "body": "… batch was reviewed (#279)",
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          "headline": "fix(engine): report a split piece that failed instead of claiming the…",
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          "body": "…timeouts (#277)",
          "is_bot": false,
          "headline": "fix(providers): fail a blown wall clock once, and pin the documented …",
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          "oid": "1ece55e414972a99c024cb05bec397b7a639e27c",
          "body": "The nine shipped examples that declare concurrency keyed the group on the PR\nnumber alone, with cancel-in-progress. All of them also subscribe to\nissue_comment and pull_request_review_comment — the events lgtmaybe fires when\nit posts its auto-diagram comment and its inline findings — and every one o\n[…]\nggered event with\n  cancel-in-progress must have an event-discriminated group.\n\n\nClaude-Session: https://claude.ai/code/session_01SorXTg2UZddYo5dBFgrjjT\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "headline": "fix(workflows): stop lgtmaybe cancelling its own reviews (#276)",
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          "oid": "7ee4eedc7f435648e38d48435b80c045be417ce1",
          "body": "* fix(dedupe): key re-run dedupe on a prose-free finding identity\n\nFindings already posted on a PR were posted again, reworded, on a later run.\n\nBoth re-run dedupe (`_post_new_inline_comments`) and resolve-on-fix\n(`_fixed_threads`) matched an existing conversation by\n`finding_fingerprint(path, title\n[…]\nside the mock.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01T7QDG7AsL5SK2UyroX6w5x\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "headline": "fix(dedupe): key re-run dedupe on a prose-free finding identity (#275)",
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          "oid": "1b50d93530a370b7f0b81469b60b0f48dad5eaae",
          "body": "… (#273)\n\n* feat(summary): stop claiming LGTM while business is still outstanding\n\n\"👍 LGTM!\" reads as \"this PR is fine\". It was posted whenever the run's own\nfinding count reached zero — which is not the same thing. Two cases produced a\nthumbs-up over unfinished business:\n\n- **Suppressed findings.**\n[…]\n(expected 8)\".\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01LAuzC47hXdohXyP6xzTH4V\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(summary): stop claiming LGTM while business is still outstanding…",
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          "body": "…a refusal (#271)\n\n* feat(diagnostics): log the effective timeout's source; stop retrying a refusal\n\nTwo silent failures that cost real investigation time this week.\n\n**Where did that timeout come from?** A timed-out call reports the budget it\nblew (\"provider request exceeded 60s\") but never its ori\n[…]\ny are skipped.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01LAuzC47hXdohXyP6xzTH4V\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "headline": "feat(diagnostics): log the effective timeout's source; stop retrying …",
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          "headline": "chore(main): release lgtmaybe 1.6.0 (#265)",
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          "body": "…#270)\n\n* perf: overlap the three serial I/O stages, isolate resolve failures\n\nSurvey first: the lens fan-out, multi-batch overlap and the head-content\nfetches were ALREADY pooled, so there was nothing to win there. Three stages\nwere genuinely serial.\n\n- **Deferral fetches** (`retrieve.resolve_needs\n[…]\nxplicitly now.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01LAuzC47hXdohXyP6xzTH4V\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "oid": "44a47769051e39a3a3a6b6f82b4b0cea4a94f770",
          "body": "…counts (#269)\n\nFollow-up to #268. The bulk edit there left the `--preset` help string spliced\nmid-sentence — \"covers … tests and documentation in parallelism is available,\nor three with one worker\" — so `lgtmaybe review --help` printed a broken\nsentence describing behaviour that no longer exists. l\n[…]\nated docs/reference/config.md and llms*.txt.\n\nText only — no behaviour change.\n\n\nClaude-Session: https://claude.ai/code/session_01LAuzC47hXdohXyP6xzTH4V\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "headline": "docs(preset): fix the mangled --preset help and sweep the stale call …",
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          "oid": "2d81f5ec7cdf7f87b8d2dfa8ec9e1aee8a64d57a",
          "body": "The fast preset already made 4 calls, but two of them were the same\n`correctness` lens sliced into flow/state halves purely to fill a second\nworker, and `tests`/`documentation` got no call at all. So the default spent\nfour calls on three concerns and skipped a whole class of finding.\n\nNow: security,\n[…]\n`_CORRECTNESS_STATE_EXAMPLE` are deleted, along with `_parallel_fast_enabled`.\n\n\nClaude-Session: https://claude.ai/code/session_01LAuzC47hXdohXyP6xzTH4V\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "body": "…es (#266)\n\n* feat(cache): widen prompt caching to vertex, zai, and openrouter routes\n\nExplicit `cache_control` breakpoints were only emitted on `anthropic/` and\n`bedrock/`, so every other route re-processed the shared preamble-plus-diff\nprefix uncached on every lens of the fan-out. Widened to the r\n[…]\nn the highest.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01LAuzC47hXdohXyP6xzTH4V\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "body": "…264)\n\nA timed-out lens call posts \"results may be incomplete\" with zero findings,\nwhich a human reads as a clean review — so every budget here is now sized well\nabove what a healthy run needs, not near it.\n\nModel calls: slow-capable providers (ollama, openai-compatible, openrouter)\n900s -> 1800s, d\n[…]\nget stays safe, dropping one below the floor is the\nregression worth catching.\n\n\nClaude-Session: https://claude.ai/code/session_01LAuzC47hXdohXyP6xzTH4V\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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              },
              {
                "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 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 81,
            "inputs": {
              "merged_prs": 310,
              "open_issues": 0,
              "closed_issues": 2,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 12,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 42,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "310/322 decided PRs merged",
                "points": 28.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 310,
                      "decided": 322
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/23 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": 183,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "MattJColes",
              "public_repos": 21,
              "account_age_days": 5446
            },
            "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": "183 followers of MattJColes",
                "points": 16.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 183,
                      "login": "MattJColes"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "21 public repos, account ~14 yr old",
                "points": 21.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 21
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 14
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "lgtmaybe"
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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"
                    }
                  }
                ],
                "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": "63 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 63
                    }
                  }
                ],
                "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": 70,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "15 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 15
                    }
                  }
                ],
                "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": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "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
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "weak",
        "name": "Security",
        "value": 37,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "weak",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 37,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 3.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "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 0/23 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "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 not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "8 existing vulnerabilities detected",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "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": "good",
        "name": "AI Readiness",
        "value": 71,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "exceptional",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "CLAUDE.md"
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              "agent_instruction_max_bytes": 43422
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            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "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": "79 of 79 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 79,
                      "sampled": 79
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 58,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
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              "agent_commit_share": 0.35,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "src/lgtmaybe/py.typed",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "35 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
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            "inputs": {
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              "source_files_sampled": 190,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (src/lgtmaybe/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "src/lgtmaybe/py.typed",
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                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/190 source files over 60KB",
                "points": 53.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
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                      "kb": 60,
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                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "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? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "metrics_version": "2.2.0"
  },
  "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:lgtmaybe@1.12.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-02T10:55:37.656850Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/MattJColes/lgtmaybe.svg",
  "full_name": "MattJColes/lgtmaybe",
  "license_state": "standard",
  "license_spdx": "MIT"
}
Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v2.2.0, esquema v0.27.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.
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