Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-27 19:49 UTC

sanjay920 / llmshim

A pure-Rust LLM API translation layer — one OpenAI-shaped request, routed and translated to OpenAI, Anthropic, Gemini, and xAI.

RustApache-2.0★ 2 estrellas⑂ 0 forksdesde mar 2026Ver en GitHub ↗

sanjay920/llmshim tiene un índice de salud de 57 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (80/100) y la más baja, Security (38/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

57
global / 100
Moderado

Índice de salud del software

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

57
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.

Titularidad

Sanjay NadhavajhalaCuenta personal
24 seguidores50 repositorios públicosdesde ene 2014

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

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
crates.iollmshim0.3.112132hace 0 díasaianthropicgeminillmopenaiapi-bindingsweb-programming

Métricas por categoría

Vitalidad

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

80Bueno · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
9/36Cadencia de commits — 13/52 semanas con commits
18/18Volumen de commits — 185 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year185
human_commit_share1
days_since_last_push0
active_weeks_last_year13
Cómo se puntúa
27/27Publica versiones — 22 versiones publicadas
36/36Recencia de las versiones — última versión hace 0 días
27/27Cadencia de publicación — una versión cada ~2,6 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count22
latest_release_tagv0.3.1
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases2,6

Comunidad y Adopción

¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?

41En riesgo · 18% del índice global
Cómo se puntúa
0/60Estrellas — 2 estrellas
0/25Forks — 0 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks0
stars2
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conduct
has_pull_request_template
Cómo se puntúa
27.8/80Descargas mensuales — 121 descargas/mes en crates
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesllmshim
dependents
ecosystemscrates
total_downloads639
monthly_downloads121
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?

55Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
0/22.5Distribución de commits — el principal contribuyente firma el 100% de los commits
1.4/13.5Amplitud de contribuyentes — 1 contribuyentes
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Datos de entrada utilizados
bus_factor1
contributors_sampled1
top_contributor_share1
Cómo se puntúa
35.1/46.8Resolución de issues — 75% de issues cerradas
38.2/38.3Aceptación de PR — 41/41 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/14 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs41
open_issues1
closed_issues3
issue_closed_ratio0,75
closed_unmerged_prs0
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
10.1/25Alcance del propietario — 24 seguidores de sanjay920
24.4/25Trayectoria — 50 repos públicos, cuenta de ~12 años
Datos de entrada utilizados
followers24
owner_typeUser
is_verified
owner_loginsanjay920
public_repos50
account_age_days4560
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en crates
35/35Recencia de publicación — última publicación hace 0 días
20/20Historial de versiones — 32 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesllmshim
ecosystemscrates
any_deprecatedno
min_days_since_publish0

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

65Moderado · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 2 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 13 merged PRs checked by a CI test -- score normalized to 0
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://sanjay920.github.io/llmshim/
10/10Descripción del repositorio
10/10Topics — 8 topics
0/10Wiki
Datos de entrada utilizados
topicsanthropic, api-gateway, gemini, llm, llm-proxy, openai, rust, xai
has_wikino
homepagehttps://sanjay920.github.io/llmshim/
has_readme
has_docs_dir
has_description

Seguridad

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

38En riesgo · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 13 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/14 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3,8

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.

78Bueno · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
38.4/40Historial de commits legible — 72 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,72
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes20.920
Cómo se puntúa
12.6/18Arranque con un solo comando — Cargo.toml, clients/go/go.mod (convención del toolchain, sin ejecutor de tareas)
22/22Pruebas automatizadas
0/11Configuración de lint / formato
11/11Verificación estática de tipos — clients/typescript/tsconfig.json
10/10Entorno reproducible — Dockerfile, lockfile
10/10Práctica demostrada con agentes — 58 de los últimos 100 commits con autoría o crédito de agente
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilesCargo.lock, package-lock.json
has_dockerfile
typed_language
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configsclients/typescript/tsconfig.json
agent_commit_share0,58
toolchain_manifestsCargo.toml, clients/go/go.mod
dependency_bot_commit_share0
Cómo se puntúa
45/45Código verificable por tipos — Rust (tipado estático)
53.7/55Tamaños de archivo manejables — 2/83 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageRust
largest_source_bytes2.667.011
source_files_sampled83
oversized_source_files2
Cómo se puntúa
40/40Esquema de API (OpenAPI/GraphQL/proto) — api/openapi.yaml
0/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalno
api_schema_filesapi/openapi.yaml

Datos clave

2estrellas de GitHub
1contribuidores
185commits en los últimos 12 meses
0días desde el último push
22versiones publicadas
1factor bus
1issues abiertas
crates.ioecosistemas 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

Más detalle

OpenSSF Scorecard 3.8 / 10
3.8agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-27 19:49 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 13 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/14 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3Vulnerabilities7 existing vulnerabilities detected
Dependencias directas 19
RegistroPaqueteRestricción de versiónManifiesto
crates.iotokio1Cargo.toml
crates.ioreqwest0.12Cargo.toml
crates.ioserde1Cargo.toml
crates.ioserde_json1Cargo.toml
crates.iofutures0.3Cargo.toml
crates.iothiserror2Cargo.toml
crates.iobytes1Cargo.toml
crates.iotokio-stream0.1Cargo.toml
crates.ioeventsource-stream0.2Cargo.toml
crates.iochrono0.4Cargo.toml
crates.iocrossterm0.28Cargo.toml
crates.iotoml0.8Cargo.toml
crates.iodirs6Cargo.toml
crates.ioaxum0.8Cargo.toml
crates.iotower0.5Cargo.toml
crates.iotower-http0.6Cargo.toml
crates.ioasync-stream0.3Cargo.toml
crates.ioasync-trait0.1Cargo.toml
crates.ioredis1Cargo.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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          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-26T00:48:06Z",
          "body_truncated": false,
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        },
        {
          "oid": "592491c869e7a4852646c3c3ec4c31a160cf7fba",
          "body": "…state\n\nVerified end-to-end against the real API with poolside/laguna-s-2.1:free:\nbasic completion and reasoning (reasoning_effort -> reasoning:{effort}, with\nmessage.reasoning normalized to reasoning_content) both pass.\n\n- Default to a :free model (OR_TEST_MODEL to override) so the suite runs witho\n[…]\naces OpenRouter's 402 as a ProviderError with status + message.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nSigned-off-by: Sanjay Nadhavajhala <sanjay.nadhavajhala@gmail.com>",
          "is_bot": false,
          "headline": "test(openrouter): live-verified integration tests, robust to account …",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-25T23:39:13Z",
          "body_truncated": true,
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        },
        {
          "oid": "b11e13c68cad61252b052f84de63b86f95856649",
          "body": "OpenRouter (openrouter.ai) is an OpenAI Chat Completions-compatible aggregator,\nso it becomes llmshim's first *passthrough* provider — every other provider\ntranslates the OpenAI-format input away to a native dialect; OpenRouter's\ntransforms are near-identity.\n\n- src/providers/openrouter.rs: transfor\n[…]\n/mdbook\ngreen. Live verification pending an OPENROUTER_API_KEY.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nSigned-off-by: Sanjay Nadhavajhala <sanjay.nadhavajhala@gmail.com>",
          "is_bot": false,
          "headline": "Add OpenRouter as a provider",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-25T23:32:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1509cd839fd940352890d9e4078051bcbff97a34",
          "body": "Release v0.2.3",
          "is_bot": false,
          "headline": "Merge pull request #42 from sanjay920/release-0.2.3",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-25T18:00:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d21c413c6274647eade81bd96fe5b72621c0424",
          "body": "Additive (patch): register Anthropic Claude Opus 5 (claude-opus-5) — new\nadaptive family (native low..max effort), 1M context by default. Version\nlockstep across Cargo + TS + Ruby clients.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nSigned-off-by: Sanjay Nadhavajhala <sanjay.nadhavajhala@gmail.com>",
          "is_bot": false,
          "headline": "Release v0.2.3",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-25T18:00:32Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3ee880536cea4d2fdae0183552f9c1fc574285a9",
          "body": "Add support for claude-opus-5",
          "is_bot": false,
          "headline": "Merge pull request #41 from sanjay920/feat/add-claude-opus-5",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-25T17:53:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac15f3a415430614b76ec791af18ae62de9bca61",
          "body": "Register Anthropic's Claude Opus 5 (released 2026-07-24). Verified live:\n- New adaptive family — adaptive thinking + native low..max effort (incl. xhigh,\n  not clamped); rejects the pre-4.6 enabled path (400). Added to\n  `is_new_adaptive_family`.\n- 1M-token context is the DEFAULT (no beta header nee\n[…]\nve end-to-end integration test\n  (passes against the real API).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nSigned-off-by: Sanjay Nadhavajhala <sanjay.nadhavajhala@gmail.com>",
          "is_bot": false,
          "headline": "Add support for claude-opus-5",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-25T17:45:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "134ef8f7cca47b76bd0d6f1970199a6cac6e7bef",
          "body": null,
          "is_bot": false,
          "headline": "Delete LICENSE",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-21T20:21:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2fbf1b4d7335878c768941dfe3ebff89acbc68f",
          "body": "Add open-source project files (dual license, contributing, templates)",
          "is_bot": false,
          "headline": "Merge pull request #40 from sanjay920/chore/oss-project-files",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-21T20:20:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81608fee05bac1b5c34ae0b6abc8ed00c307cdae",
          "body": "- Dual-license under MIT OR Apache-2.0 (LICENSE-MIT, LICENSE-APACHE, NOTICE)\n  and set the Cargo.toml license field to match.\n- CONTRIBUTING.md (dev setup, CI gates, public-API rules, DCO), plus\n  CODE_OF_CONDUCT.md and SECURITY.md (threat model for the auth-less proxy).\n- GitHub issue templates (bu\n[…]\n.\n\nCopyright: Sanjay Nadhavajhala and the llmshim contributors.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nSigned-off-by: Sanjay Nadhavajhala <sanjay.nadhavajhala@gmail.com>",
          "is_bot": false,
          "headline": "Add open-source project files: dual license, contributing, templates",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-21T15:42:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8265de9a11610f0040babd91873c2dd43bb53a82",
          "body": "Release v0.2.2",
          "is_bot": false,
          "headline": "Merge pull request #39 from sanjay920/release-0.2.2",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-18T00:59:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc035761990057cf0bc41b1ebafd350f75489a9d",
          "body": "Additive (patch): Anthropic adaptive/enabled thinking now sets `display`\n(default \"summarized\") so newer models return reasoning text, plus the unified\n`reasoning_summary: auto|none` control (#37). Version lockstep across Cargo + TS\n+ Ruby clients.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.2.2",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-18T00:59:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e041125d43de25ad57068c73ed7eee0efb68eb08",
          "body": "Anthropic thinking.display so Sonnet 5 / Opus 4.7-4.8 return reasoning text (#37)",
          "is_bot": false,
          "headline": "Merge pull request #38 from sanjay920/feat/reasoning-display",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-18T00:58:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "011ed8fa8746337bfd13323e8c3ddd98470b3f2c",
          "body": "…g text (#37)\n\nNewer adaptive models (Sonnet 5, Opus 4.7/4.8, ...) default thinking `display`\nto \"omitted\" — a signed but empty thinking block with no thinking_delta text —\nso clients requesting reasoning via reasoning_effort got zero reasoning text\neven though the model billed thinking tokens. Olde\n[…]\n+ reasoning_effort now returns thinking\nsummary text by default.\n\nAdditive → 0.2.2. Docs: reference/request-fields.md + CLAUDE.md.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(anthropic): set thinking.display so newer models return reasonin…",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-18T00:27:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "19e2f6005bee8d5676d4d5b5d043e05912351820",
          "body": "Release v0.2.1",
          "is_bot": false,
          "headline": "Merge pull request #36 from sanjay920/release-0.2.1",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-17T18:01:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9332137eba13212f378b78247aefa5bd9540a38b",
          "body": "Additive (patch): lossless reasoning round-trip for Anthropic — surface\n`reasoning_signature`/`redacted_reasoning_content` on responses (incl. streaming)\nand reconstruct the native thinking block from them on requests (#34). Version\nlockstep across Cargo + TS + Ruby clients.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.2.1",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-17T18:01:01Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ddf670b9689d1637b94d6558bdfe2478408efc64",
          "body": "Lossless reasoning round-trip (signature passthrough) (#34)",
          "is_bot": false,
          "headline": "Merge pull request #35 from sanjay920/feat/reasoning-roundtrip",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-17T18:00:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2c87a3ebbe517750e9919139b7ffc0eb87256c4",
          "body": "…ugh (#34)\n\nMake standalone reasoning round-trip losslessly and symmetrically with the\ntool-call thought_signature convention.\n\nResponses (surface the signature):\n- Non-streaming: surface `reasoning_signature` alongside `reasoning_content`, and\n  `redacted_reasoning_content` for redacted_thinking bl\n[…]\n0, final answer produced).\n\nAdditive (Value-based API) → 0.2.1; no new required fields, non-reasoning\nproviders/models unaffected.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(anthropic): lossless reasoning round-trip via signature passthro…",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-17T17:59:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2cbc6d41e21c544ba0f9ce8209cb4f271d847dff",
          "body": "Release v0.2.0",
          "is_bot": false,
          "headline": "Merge pull request #33 from sanjay920/release-0.2.0",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-16T19:47:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11afbd0573ff64280f14d39056e8bb063fda184f",
          "body": "Minor (breaking) bump: the model registry gained per-model spec metadata —\n`ModelInfo` is now `#[non_exhaustive]` with `context_window_tokens`,\n`max_output_tokens`, and a `ModelCapabilities` struct (#31). Also removed three\ndelisted/shut-down models. Version lockstep across Cargo + TS + Ruby clients.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.2.0",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-16T19:47:22Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "04c6708ecc9253965ceea0e0622e49bd66243178",
          "body": "Add per-model spec metadata to the registry (#31)",
          "is_bot": false,
          "headline": "Merge pull request #32 from sanjay920/feat/model-spec-metadata",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-16T19:44:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "104adf037162588fdb4d2025356bba680d1972d9",
          "body": "llmshim is a standalone public crate on crates.io; its docs, skills, and test\ncomments shouldn't couple to any specific downstream consumer. Replace every\n`ragents` reference with the generic reason (public crate / semver protection)\nor a generic \"streaming client\" in test comments. The semver-prote\n[…]\n valid.\n\nFiles: CLAUDE.md, .claude/skills/{release,add-model,add-provider,README}.md,\ntests/unit_gemini.rs (comment wording only).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: remove ragents references — llmshim stands on its own",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-16T19:40:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8cad9a4fb04f62c289af1280e6f2009d6d2dd721",
          "body": "Research surfaced three models that are dead upstream, not just under-documented:\n- gemini-3.1-flash-lite-preview — shut down 2026-05-25 (per its own docs page)\n- grok-4-1-fast-reasoning / grok-4-1-fast-non-reasoning — doc pages delisted (404)\n\nRemove all three from the registry so discovery/specs d\n[…]\n, behavior-preserving); integration tests repointed to live models.\n\nPreflight green: fmt, clippy -D warnings, full suite, mdbook.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(models): remove deprecated/delisted models (#31)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-16T19:22:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "390ab43976642607c7ee063a9886f697d1a59906",
          "body": "Fill in context window, output ceiling, and capabilities for the registry,\nresearched from official provider docs (platform.claude.com,\ndevelopers.openai.com, ai.google.dev, docs.x.ai) as of 2026-07-16. Honesty rule\nheld throughout — unverified facts stay Unknown/None, never guessed.\n\nHighlights:\n- \n[…]\ns, documented exceptions, and still-Unknown honesty.\n- Docs: reference/models.md spec section updated with the snapshot + caveats.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(models): populate spec metadata from provider docs (#31)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-16T19:13:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d33c0e4dedfb650d50d569fdb5f8efbe701f6fb8",
          "body": "Extend the model registry from an identity table into a spec source of truth so\nconsumers stop hand-maintaining parallel tables that drift.\n\n- Widen `ModelInfo` with `context_window_tokens`, `max_output_tokens`, and a\n  `ModelCapabilities` struct (tools, streaming, images, prompt_cache,\n  structured\n[…]\nng + non_exhaustive on a public struct -> 0.2.0, with a\ncoordinated ragents bump at release. Rationale + trimmed scope: issue #31.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(models): add per-model spec metadata to the registry (#31)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-16T19:01:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "274b912076eda6b15a6c8313e2d86813a205242c",
          "body": "An unpinned mdbook-mermaid resolved to a version incompatible with mdbook's\npreprocessor protocol, failing the build with \"Unable to parse the input\".\n0.16.2 is the version verified locally against mdbook 0.4.52.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci(pages): pin mdbook-mermaid to 0.16.2 to match mdbook 0.4.52",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T06:12:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "412a124baba9643110496ffb7ae7fc5e7863ef84",
          "body": "A 29-page mdBook documentation site (getting-started, core concepts, guides,\nproxy/operations, reference) built across four collaborative authoring waves,\neach verified against source. Plus: modernized example model ids across the\nsite and README to current flagships (feature gpt-5.6), reconciled the reasoning\ndoc to a single source of truth, and a GitHub Pages deploy workflow.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Merge docs/concepts-site: mdBook concepts site + model-id modernization",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T06:11:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "56384db650eb804e87816d6b6f23da6a0cccd649",
          "body": "Single source of truth for reasoning: the site guide docs/src/guides/reasoning.md\nis a complete superset (all effort tables incl. Anthropic pre-4.6 budget, mode\ntable, framing, mermaid), so remove the duplicated top-level docs/reasoning.md\nand repoint every reference:\n- README -> published guide URL\n[…]\nature branches and fires once this branch merges.\n\nPreflight green: mdbook build, cargo fmt, clippy (my changes), full unit suite.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: reconcile reasoning doc + add gated GitHub Pages deploy",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T06:10:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "967c21d30b11a975bdc52a3f9c48590420a9ba98",
          "body": "Match the docs-site modernization: stale example ids -> current same-provider\nsuccessors (claude-sonnet-4-6 -> claude-sonnet-5, gpt-5.5 -> gpt-5.6-sol), so\nthe streaming quickstart, multi-model switch, and fallback chain now feature\ngpt-5.6 (shipped in v0.1.25).\n\nLeft untouched: the benchmark footnote (honest record of what was measured:\ngpt-5.4 / claude-sonnet-4-6) and the model catalog table (lists every real id).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(readme): modernize example model ids to current flagships",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T05:31:17Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "055dafbcc75305d83826d3fb9349de9b3f2f9e78",
          "body": "The reference catalog was correct, but narrative/getting-started pages leaned on\nstale example ids (claude-sonnet-4-6 everywhere, gpt-5.5 for OpenAI) so a new\nvisitor never saw gpt-5.6 — the flagship shipped in v0.1.25.\n\n- Lead getting-started + intro examples with openai/gpt-5.6-sol\n- Flagship-swit\n[…]\n6 now appears across intro, getting-started, guides, and reference.\nmdbook build green; all model ids valid against src/models.rs.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: modernize example model ids to current flagships (feature gpt-5.6)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T02:32:56Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "de8addf28e928c1c8c9e7e89b766a73a0d2737eb",
          "body": "Final authoring wave — canonical, table-forward reference backing the guides:\n- proxy/http-api: full endpoint + request/response + typed SSE StreamEvent reference\n- proxy/deployment: honest security posture (no built-in auth/TLS, permissive CORS; run behind a gateway)\n- proxy/scaling: shared pool, r\n[…]\n.reasoning_content to api/openapi.yaml.\n\nmdbook build green; all 26 model ids, error codes, and endpoints verified against source.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: author Wave 4 reference + proxy/operations pages",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T02:15:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8d278cbe92d2728c95c0e58ce84d52d89ab1e5ec",
          "body": "…backs, native controls)\n\nTask-first guides layered on the Wave-1 concept spine:\n- streaming: Rust normalized OpenAI-delta chunks vs proxy/client typed SSE events\n- tools: OpenAI Chat Completions tool format in, per-provider translation, app-runs-tools loop\n- images: cross-provider image translation\n[…]\nassthrough (no x-xai), precedence wins\n\nmdbook build green; top-level docs/reasoning.md left untouched for publish-time reconcile.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: author Wave 3 guides (streaming, tools, images, reasoning, fall…",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T02:07:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "444b91976ac1abe1dabe76618efa95cd30a1b3cc",
          "body": "Authored the six Getting Started pages: choose-a-surface, configure,\nand Rust / CLI / proxy / language-client quickstarts. All snippets\nverified against the code (examples/*.rs compiled; client APIs checked\nper clients/*/README.md — Python/TS auto-start the bundled proxy, Go/Ruby\nconnect to a running one). Build green.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Wave 2 — Getting Started quickstarts",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T02:00:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "bf7b7780f079569a495baace2de63842d9ea5fcc",
          "body": "Greenfield mdBook docs site under docs/, co-designed with a gpt-5.6-sol\ndocs-architect agent. Wave 1 lands the scaffold, full navigation, and the\nsix \"spine\" pages that establish the mental model; remaining pages are\nstubs filled in later waves.\n\n- docs/book.toml + vendored mdbook-mermaid assets; do\n[…]\n.22 -> 0.1.26, documented the real 429/503 + Retry-After responses.\n\nNot merged; feature branch only, pending page-by-page review.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: mdBook concepts site — Wave 1 (scaffold + mental-model spine)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-14T07:02:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "563c0903c62c188a7a8ed819bee61c1bae90e445",
          "body": "Add xAI grok-4.5 (new flagship, 500K context) with a cannot-disable-\nreasoning clamp (effort none -> low, verified live). All client versions\nin lockstep.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.1.26",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T06:03:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d649fcb5205f0342fff5483fd5bb5c2189fb4a5c",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/add-grok-4.5'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T05:40:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29e601f2936836912591614364c63096b1e1ffbb",
          "body": "New xAI flagship (created 2026-06-28, 500K context), verified live via the\n/models + /responses APIs. Reasoning matrix: accepts low/medium/high/xhigh;\nrejects \"max\" (400, like grok-4.3) and — unlike grok-4.3 — rejects \"none\"\n(400 \"does not support value none\": grok-4.5 cannot disable reasoning).\n\n- \n[…]\nied end-to-end through the proxy (none/high/max+pro all accepted;\nnone would 400 without the clamp). 443 tests pass on rustc 1.97.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add xAI grok-4.5 (cannot-disable-reasoning clamp)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T05:40:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "351fe70e18b487c40ba167cf160b54c4700fd8c5",
          "body": "CI's dtolnay/rust-toolchain@stable moved to rustc 1.97, whose clippy\ntightened the question_mark lint and now flags the pre-existing\nelse-if-let/else-return-None block. Rewritten with `?`. (Caught by the\nrelease test gate; nothing was published.)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix clippy 1.97 question_mark lint in translate_tool_choice",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T05:20:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1427b5e2fc997fa56482c53d753af697c393d463",
          "body": "Unified fine-grained reasoning controls across all providers\n(reasoning_effort none..max + reasoning_mode standard|pro, per-model\nclamping verified live, docs/reasoning.md mapping reference), GPT-5.6\nmodels (sol/terra/luna), xAI reasoning fixed (nested object + summaries),\nand four latent provider bugs fixed. All client versions in lockstep.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.1.25",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T05:16:45Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "41b9ec49c9d71efdfe756433186fc4d0739b57cd",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/unified-reasoning'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T05:10:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dd3eaa479bf0e22181c017e8170d95c5b78a896a",
          "body": "Adds two knobs that work identically everywhere — reasoning_effort\n(none|low|medium|high|xhigh|max) and reasoning_mode (standard|pro) — with\nper-provider translation and per-model clamping, every boundary verified\nagainst the live provider APIs (research by four provider-focused agents,\nthen confirm\n[…]\n (no clamp failures), \"none\" paths show zero reasoning\ntokens, and the adaptive no-thinking case matches raw-API behavior exactly.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Unified fine-grained reasoning controls across all providers",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T05:09:43Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7fe4ebf68cefe77847cab5a2fdbb85c9a4f03a0a",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/add-gpt-5.6-models'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T04:16:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59bbd04d2b439f467686d17a00393ddc1e9a60b2",
          "body": "New OpenAI generation (verified live via the /models + /responses APIs):\nthree named variants gpt-5.6-sol / -terra / -luna (not the usual\npro/mini/nano size suffixes). All work through the Responses API.\n\nReasoning-effort quirk: unlike regular models (accept all efforts) and pro\nmodels (only medium/\n[…]\nopenai; clients pass\nmodel strings). Verified end-to-end through the proxy against the live API,\nincluding the minimal-clamp path.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add GPT-5.6 models (sol, terra, luna) with minimal-effort clamp",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T04:15:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a63ba5e798fb63cb8450b57f0097a35b6332348c",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/docs-claude-md-update'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:43:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0847e5bc35b4ae124d2b5ffe457bebe5d0b0d70b",
          "body": "…ine in CLAUDE.md\n\nCapture what was learned building out the multi-language clients and the\nmulti-registry release, so future maintainers don't rediscover it:\n\n- New \"Client libraries\" section: Python/TS bundle-and-auto-spawn the\n  binary (maturin / npm optionalDependencies), Go/Ruby are stdlib pure\n[…]\nxtension namespace (disable_1m_context,\n  extra_betas) and the control-key body-exclusion rule.\n- Fixed the stale unit-test count.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Document client libraries, provider extensions, and the release pipel…",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:43:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "320f1504b6f6554071a6f3f65101a67b556f5dd3",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/npm-idempotent-publish'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:19:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab7fef13e3eda7e292b9add248bf06e4d726d642",
          "body": "The npm binary jobs published all 5 platform packages @0.1.24 on one run,\nbut the root npm job failed separately — so a re-run to publish the root\nre-attempted the (now-published) binary packages and hit \"cannot publish\nover previously published versions,\" which cascaded to skip the root job\n(it `ne\n[…]\nis already on npm.\nMakes the release re-runnable and lets the root package publish even when\nthe platform packages are already up.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Make npm publish steps idempotent (skip if version already on registry)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:18:56Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4a2b28ed5ff6b0c55a57c01467ead5af3e7f2871",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/fix-root-npm-ruby-test'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:12:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef9a5964adb6e6731ced93bf68f14aeda106504a",
          "body": "Third round of real-CI fixes (all npm *binary* jobs now publish green;\nthese were the last two failures):\n\nroot npm: `npm ci` failed — the committed lockfile has empty versions for\nthe platform optionalDependencies (it was regenerated when the 0.1.24\nplatform packages didn't exist on npm yet), so ci\n[…]\n. Drop bundler for the test — install minitest +\nwebrick explicitly and run the test file directly. Deterministic on any\nRuby 3.x.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix root npm install and Ruby test in release pipeline",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:11:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9615bb03fb49e600610629647df8944337e35aba",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/fix-npm-oidc-ruby-webrick'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:00:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0bbba14c740e9f4e90742a39337bf8eade48f640",
          "body": "Second round of real-CI fixes for the multi-registry release (the mkdir +\nrubygems-action-pin round got further but exposed these):\n\nnpm: the binary packaged fine and provenance signed, but the registry PUT\nreturned a misleading E404 — the documented symptom of publishing via OIDC\ntrusted publishing\n[…]\n by Ruby 2.6, which still bundles it.)\nDeclare webrick as a dev dependency, enable bundler-cache, and run tests\nvia `bundle exec`.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix npm OIDC publish (npm >= 11.5.1) and Ruby webrick on 3.3",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:00:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e9e5f30f57ea3c9492631092b7d67d7671fbddfc",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/fix-release-npm-rubygems-jobs'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T03:50:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d3c6a5fa923bc6523cb58b576a78e9d6c8fed3a",
          "body": "Two bugs surfaced on the v0.1.24 release (crates.io/PyPI/Homebrew/Go all\npublished fine; these five jobs failed):\n\n1. npm binary jobs: `cp ... bin/llmshim` failed with \"No such file or\n   directory\". Removing the bin/.gitignore files in a prior fix (to stop\n   them excluding the binary from the publ\n[…]\nase: upload --clobber if the release already exists.\n- go-tag: skip if the module tag already exists.\n- pypi: skip-existing: true.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix npm binary + rubygems release jobs, make pipeline re-runnable",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T03:50:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "141aabd46ce6e224fa5495dfa4d120a08315d370",
          "body": "The anthropic extra-betas feature (4def36f) already bumped Cargo.toml to\n0.1.24 but left Cargo.lock at 0.1.23 and didn't touch the language clients.\nBring everything in lockstep for the release:\n\n- Cargo.lock: llmshim 0.1.23 -> 0.1.24 (cargo publish requires the match).\n- clients/typescript/package.\n[…]\nag, so this is what\nlets the v0.1.24 release publish green across crates.io, PyPI, npm (root +\n5 platform packages), and RubyGems.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.1.24: sync Cargo.lock + all client versions",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T03:38:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4b5cc36814281196dece810f84f8b919f3631550",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/scope-win32-npm-package'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T03:28:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7967e127cb490b3cba473cf26d89c657c6dd840a",
          "body": "npm's spam detection returns 403 \"Package name triggered spam detection\"\nfor unscoped names matching `*-win32-<number>` (documented; the exact\nflagged example is `app-win32-x64`). The darwin/linux platform packages\npublish unscoped without issue, but `llmshim-win32-x64` is rejected every\ntime, inclu\n[…]\n skill updated.\n\nThe CI npm-windows-binary job already runs `npm publish --access public`\nwhich handles scoped packages correctly.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Scope the win32 npm package to dodge npm's spam filter",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T03:28:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4def36f09c3a20899c3e0bfd0ec31f5ef96cc62c",
          "body": "The anthropic provider auto-manages beta headers (1M context, fast mode,\nextended cache TTL) but had no way for a caller to request an arbitrary\nadditional beta. Add an `x-anthropic.extra_betas` string-array passthrough:\nvalues are appended to the auto-managed anthropic-beta set (de-duplicated)\nand the key is excluded from the request body since it is a header control,\nnot an API body param.\n\nEnables Claude Code's `--betas` flag to reach the wire (rcode R-22b).\n\nBump 0.1.23 -> 0.1.24.",
          "is_bot": false,
          "headline": "feat(anthropic): pass through caller-supplied extra betas",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T03:11:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73ec0edbf33e2382c9a5123a34f2dcf009b5c6e4",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/fix-npm-binary-gitignore-bug'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-05T16:47:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c77bdeae05f2188ce1eb6e8b25b37c6ab24efa4d",
          "body": "npm's packing logic (npm pack/publish) still consults .gitignore rules\nfound within the package root being packed even when `files` explicitly\nallowlists that path -- a `bin/.gitignore` containing `*` / `!.gitignore`\n(added to keep locally-built test binaries out of git) also told npm to\nexclude the\n[…]\not gitignore\nlookup doesn't see, so it still keeps git from tracking locally-built\nbinaries without affecting what gets published.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix: nested bin/.gitignore silently excluded binaries from npm packages",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-05T16:47:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "beb7dcf67eca2deb7f8b1c9b54e9e46b09726d2a",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/npm-bundle-binary'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-05T16:26:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d46b9273d251e398fb67336cee364f6622ace9c",
          "body": "The TS client was deliberately scoped as pure-HTTP when it was first built,\nwhich meant Node users had to run `llmshim proxy` themselves while Python\nusers just got `pip install llmshim` and it worked. There's no technical\nreason npm can't match that UX -- esbuild/swc/Turborepo/Biome all bundle\nnati\n[…]\nits own one-time Trusted Publisher setup on npmjs.com -- see\nclients/typescript/README.md and the PR description for exact values.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bundle a prebuilt binary in the npm package, auto-start like Python",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-05T16:25:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "69bb335d15c66f14776117c6f8afac424dfec24e",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/publish-language-clients'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-05T02:54:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a69fdb61637395408fdf5395e3baf90616bcf974",
          "body": "Docs claimed `pip install llmshim` (true — already automated via maturin +\nPyPI trusted publishing) but the TS/Ruby/Go clients that were added earlier\nwere never actually published anywhere, despite their own READMEs showing\ninstall commands that didn't work.\n\n- Renamed the TS package `@llmshim/clie\n[…]\ny exist); RubyGems and PyPI support\npre-publish \"pending\" trusted publishers. See PR description for the exact\nmanual setup steps.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Publish TypeScript, Ruby, and Go clients (npm, RubyGems, go get)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-05T02:53:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "33609874210a0fcbd57a3181fdfe307bb9218b54",
          "body": "Additive release since v0.1.22 (no breaking public-API changes):\n- Client libraries generated from api/openapi.yaml: TypeScript, Go, Ruby\n  (pure-HTTP, spec-faithful), plus a refreshed Python client with types.\n- Reactive retry upgrade (src/client.rs): honors Retry-After + provider\n  reset headers w\n[…]\nt harness (cargo run --features proxy --example loadtest) that\n  validates the shedding paths against a mock upstream at /bin/zsh.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.1.23",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-04T18:34:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8eac233c7127dfc8dc42a9722415cf497226b96e",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/loadtest-harness'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-04T18:16:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "acb9a85f641b48bf09639efff02f5e388f010b81",
          "body": "A $0 shakeout (mock Anthropic upstream, no real provider calls) that drives\nthe real proxy under a concurrent burst and verifies the coordination layer\nend-to-end — the paths unit tests can't fully prove under load.\n\nRuns four scenarios and asserts seven path checks:\n- Uncoordinated baseline (shows \n[…]\nangs.\n\nRegistered as `cargo run --release --features proxy --example loadtest`\n(proxy-gated). README scaling section points to it.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add load-test harness for proxy rate-limit coordination",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
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          "headline": "Merge remote-tracking branch 'origin/scale-coordination'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-04T18:07:35Z",
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        {
          "oid": "3e23b1932f6fedf24448a11a6547c0ddfff2a085",
          "body": "Proactive load-shedding layer in front of the reactive retry in client.rs,\nso a fleet of proxy replicas doesn't collectively blow provider TPM/RPM limits.\n\n- `trait RateLimiter` (acquire/penalize) held as `Arc<dyn RateLimiter>` in\n  AppState. Pure `TokenBucket` math, unit-tested with tokio::time pau\n[…]\nst a pre-penalized limiter) — no real provider APIs, no\nexternal services required. The redis-coordination feature compile-checks.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add horizontal-scale rate-limit coordination to the proxy",
          "author_name": "Sanjay Nadhavajhala",
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          "headline": "Merge remote-tracking branch 'origin/scale-reactive-retry'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-04T17:48:24Z",
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          "body": null,
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          "headline": "Merge remote-tracking branch 'origin/refresh-python-client'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
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          "author_name": "Sanjay Nadhavajhala",
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          "author_name": "Sanjay Nadhavajhala",
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          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
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        {
          "oid": "d5dae52062165cb1143b0269ae434ab3e7f58ca4",
          "body": "Thin, standard-library-only Ruby HTTP client for a running llmshim proxy.\nImplements all four proxy endpoints per api/openapi.yaml:\n\n- chat  -> POST /v1/chat (non-streaming, returns ChatResponse)\n- stream -> POST /v1/chat/stream (SSE, yields typed StreamEvent objects)\n- models -> GET /v1/models\n- he\n[…]\nrick mock returning canned JSON and multi-event SSE;\nno real provider APIs and no running proxy required. 11 tests, 55 assertions.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Ruby client gem for the llmshim proxy",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
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          "oid": "91ebf99b54638851f274404b3d4f364c4608b460",
          "body": "Upgrades ShimClient::send retry logic to be production-grade for a\nhorizontally-scaled proxy. Previously it retried the retryable statuses\nwith fixed exponential backoff (1s/2s/4s), no jitter, and ignored every\nserver-provided timing hint — a thundering-herd hazard at fleet scale.\n\nWhat changed:\n- H\n[…]\nbound, full_jitter). Tests are unit-only + mockito (new\ndev-dependency) against a local server — no provider API calls, $0 to run.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Make HTTP retry reactive: honor Retry-After, add jitter, env config",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
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          "body": "Audit the clients/python surface against api/openapi.yaml and close drift,\nwhile preserving the bundled-binary auto-spawn convenience.\n\nChanges:\n- Add spec-faithful TypedDicts in llmshim/types.py (ChatRequest, ChatResponse,\n  Config, Message, ToolCall, Usage, ResponseMessage, ModelsResponse,\n  Healt\n[…]\nock. Verifies request building, response parsing, SSE event\ntyping, and error handling. No real provider APIs, no keys, $0 to run.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refresh Python client to match 0.1.22 API spec",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
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          "body": "Thin, idiomatic, standard-library-only Go HTTP client in clients/go/.\nTalks to a running llmshim proxy over pure HTTP (default\nhttp://localhost:3000); does not spawn the Rust binary.\n\nImplements all four proxy endpoints with context.Context:\n- Chat    -> POST /v1/chat (non-streaming)\n- Stream  -> PO\n[…]\nnon-2xx responses. Tests use net/http/httptest with canned JSON and SSE\nonly, so `go test ./...` never touches real provider APIs.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "Add Go client for the llmshim proxy",
          "author_name": "Sanjay Nadhavajhala",
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          "headline": "Add dependency-free TypeScript client for the llmshim proxy",
          "author_name": "Sanjay Nadhavajhala",
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          "body": "Additive release since v0.1.21:\n- New models: Anthropic Opus 4.8/4.7 + Sonnet 5, Gemini 3.5 Flash,\n  xAI Grok 4.3, OpenAI gpt-5.5-pro/gpt-5.4-pro (15 -> 22 models).\n- Anthropic: route Opus 4.7/4.8 and Sonnet 5 through the adaptive\n  thinking path (the pre-4.6 enabled/budget path 400s on them).\n- Ope\n[…]\nchmarks and\n  restructured README around the Rust core + CLI + proxy surfaces.\n\nNo breaking changes to public API (additive only).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.1.22",
          "author_name": "Sanjay Nadhavajhala",
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          "headline": "Merge branch 'clarify-readme'",
          "author_name": "Sanjay Nadhavajhala",
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          "body": "The README described llmshim as \"pure Rust\" but showed almost exclusively\nPython examples, with no explanation of how the Python API relates to the\nRust engine — leaving readers unsure what language the project even is.\n\nRestructure around the three ways to use llmshim, with every code block\nlabeled\n[…]\nto a current model\n  (gemini-3.5-flash), and fix the unit-test count note (~326 -> ~370).\n\nNo behavior change; documentation only.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Restructure README around Rust core + CLI + proxy surfaces",
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          "headline": "Merge branch 'refresh-benchmarks'",
          "author_name": "Sanjay Nadhavajhala",
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          "body": "Rerun the Rust and Python benchmark suites (5 full runs each) and publish\nmedians rather than a single noisy sample.\n\n- Latency rows now reflect reality: llmshim ties the Python libs on\n  Anthropic p50 and wins OpenAI p50, but the differences are within\n  network noise (llmshim's own work is ~1.5µs)\n[…]\n and added the measured\n  transform-overhead row instead.\n- Binary size claims corrected 5MB/3.7MB -> ~6MB (same toolchain drift).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refresh benchmarks with honest median-of-5 numbers",
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          "headline": "Merge branch 'reorder-models-latest-first'",
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          "body": "New models were previously appended to the end of each provider's list,\nso e.g. GPT-5.5 Pro sorted after GPT-5.4 and Gemini 3.5 Flash appeared\nlast. Reorder OpenAI, Gemini, and xAI so the latest models lead, with\nversion families grouped (base model then its -pro/variants). Anthropic\nwas already new\n[…]\nodels by list position, so the newest now get the lowest\nselection numbers. No behavior change; ordering is not asserted by tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Order models newest-first within each provider",
          "author_name": "Sanjay Nadhavajhala",
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          "headline": "Update preflight skill test count (~326 -> ~370)",
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          "headline": "Merge remote-tracking branch 'origin/add-openai-pro-models'",
          "author_name": "Sanjay Nadhavajhala",
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          "body": "Add two OpenAI \"pro\" tier models verified against the live Responses API:\n- gpt-5.5-pro (\"GPT-5.5 Pro\", openai/gpt-5.5-pro)\n- gpt-5.4-pro (\"GPT-5.4 Pro\", openai/gpt-5.4-pro)\n\nPro models only accept reasoning.effort of medium/high/xhigh and reject\nminimal/low/none with HTTP 400. Add is_pro_model() he\n[…]\nare unchanged.\n\nRegistry updated in both duplicated locations (src/models.rs and\nsrc/main.rs) plus docs and test count (20 -> 22).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add OpenAI pro-tier models with reasoning-effort clamp",
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          "body": "# Conflicts:\n#\tCLAUDE.md\n#\tREADME.md\n#\ttests/unit_models.rs",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/add-xai-models'",
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          "body": "# Conflicts:\n#\tCLAUDE.md\n#\tREADME.md\n#\ttests/unit_models.rs",
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          "headline": "Merge remote-tracking branch 'origin/add-gemini-models'",
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          "body": "Add three new Anthropic models to the registry: claude-opus-4-8\n(\"Claude Opus 4.8\"), claude-sonnet-5 (\"Claude Sonnet 5\"), and\nclaude-opus-4-7 (\"Claude Opus 4.7\").\n\nMandatory capability-flag change (verified against the live API):\nthe pre-4.6 thinking path (thinking:{type:\"enabled\", budget_tokens})\nr\n[…]\nder,\nand the registry count test bumped 15 -> 18. Docs updated in CLAUDE.md\nand README.md. Existing 4.6/4.5 behavior is unchanged.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Anthropic Opus 4.8/4.7 and Sonnet 5, fix adaptive thinking",
          "author_name": "Sanjay Nadhavajhala",
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          "is_bot": false,
          "headline": "Add Gemini 3.5 Flash model",
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                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 75
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "41/41 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 41,
                      "decided": 41
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/14 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": 56,
            "inputs": {
              "followers": 24,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "sanjay920",
              "public_repos": 50,
              "account_age_days": 4560
            },
            "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": "24 followers of sanjay920",
                "points": 10.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 24,
                      "login": "sanjay920"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "50 public repos, account ~12 yr old",
                "points": 24.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 50
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 12
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "llmshim"
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              "ecosystems": "crates",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
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              {
                "key": "published_resolvable",
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                "detail": "1 package(s) on crates",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "packages_published",
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                      "count": 1,
                      "ecosystems": "crates"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
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                    "code": "publish_recency",
                    "params": {
                      "days": 0
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
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                "detail": "32 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                "max_points": 20
              },
              {
                "key": "not_deprecated",
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                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 65,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "at_risk",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 48,
            "inputs": {
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              "has_tests": true,
              "has_editorconfig": false,
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                "key": "ci_workflows",
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                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 2
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                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 13 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
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            "notes": [],
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              "has_wiki": false,
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              "has_docs_dir": true,
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            "components": [
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                "key": "readme",
                "name": "README",
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                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
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              {
                "key": "documentation_homepage_site",
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                "status": "met",
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                "max_points": 15
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                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
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                "points": 10,
                "status": "met",
                "details": [
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                    "code": "topics_count",
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                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": null,
            "notes": [],
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              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
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            },
            "components": [
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                "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",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/14 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "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": "7 existing vulnerabilities detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
        "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": 78,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.72,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 20920
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
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                  }
                ],
                "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": "72 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 38.4,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 72,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
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                "package-lock.json"
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              "has_dockerfile": true,
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              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
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              ],
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              "toolchain_manifests": [
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              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
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                "detail": "Cargo.toml, clients/go/go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
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                "details": [],
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              },
              {
                "key": "lint_format_config",
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                "detail": null,
                "points": 0,
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                "details": [],
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              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
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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",
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
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                "detail": "58 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "agent_authored_commits",
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_dependency_automation",
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                ],
                "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": [],
            "value": 99,
            "inputs": {
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              "largest_source_bytes": 2667011,
              "source_files_sampled": 83,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
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                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
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                      "language": "Rust"
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "2/83 source files over 60KB",
                "points": 53.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
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                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "api/openapi.yaml"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "api/openapi.yaml",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "api/openapi.yaml"
                    }
                  }
                ],
                "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"
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                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T19:49:18.521443Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/sanjay920/llmshim.svg",
  "full_name": "sanjay920/llmshim",
  "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 agregadascrates.io.