Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-27 16:40 UTC

ModulationAI / openagentio

Connect agents across runtimes, frameworks, and teams.

Python · GoApache-2.0★ 13 estrellas⑂ 1 forkdesde may 2026Ver en GitHub ↗

ModulationAI/openagentio tiene un índice de salud de 52 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (77/100) y la más baja, Community & Adoption (33/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.

52
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.

52
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

ModulationAIOrganización
0 seguidores2 repositorios públicosdesde may 2026

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

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
Gogithub.com/ModulationAI/openagentiov0.3.0-4hace 22 días

Métricas por categoría

Vitalidad

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

77Bueno · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
8.3/36Cadencia de commits — 12/52 semanas con commits
17.6/18Volumen de commits — 90 commits en el último año
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Datos de entrada utilizados
commits_last_year90
human_commit_share1
days_since_last_push0
active_weeks_last_year12
Cómo se puntúa
27/27Publica versiones — 2 versiones publicadas
36/36Recencia de las versiones — última versión hace 22 días
27/27Cadencia de publicación — una versión cada ~26 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count2
latest_release_tagv0.3.0
releases_from_tagsno
days_since_latest_release22
mean_days_between_releases26
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

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

33En riesgo · 18% del índice global
Cómo se puntúa
17.5/60Estrellas — 13 estrellas
0/25Forks — 1 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks1
stars13
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)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sostenibilidad y Gobernanza

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

48En riesgo · 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
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Datos de entrada utilizados
bus_factor1
contributors_sampled1
top_contributor_share1
Cómo se puntúa
0/46.8Resolución de issues — sin issues o sin datos
37.2/38.3Aceptación de PR — 34/35 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/17 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs34
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs1
Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues. Los pesos restantes se han renormalizado.
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
0/25Alcance del propietario — 0 seguidores de ModulationAI
4/25Trayectoria — 2 repos públicos, cuenta de ~0 años
Datos de entrada utilizados
followers0
owner_typeOrganization
is_verified
owner_loginModulationAI
public_repos2
account_age_days87
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en go
35/35Recencia de publicación — última publicación hace 22 días
12/20Historial de versiones — 4 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/ModulationAI/openagentio
ecosystemsgo
any_deprecatedno
min_days_since_publish22

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

59Moderado · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 1 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 — 1 out of 12 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
Cómo se puntúa
30/30README
0/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://openagentio.dev
10/10Descripción del repositorio
10/10Topics — 11 topics
10/10Wiki
Datos de entrada utilizados
topicsagent, agentic-ai, ai-agent, nats, aaas, enterprise-ai, multi-agent-systems, llm, a2a, a2a-protocol, agents
has_wiki
homepagehttps://openagentio.dev
has_readme
has_docs_dirno
has_description

Seguridad

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

34En 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 — 1 out of 12 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 0/17 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
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
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 20 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3,4
Excluidos de la puntuación (sin datos o no aplicable): signed_releases. Los pesos restantes se han renormalizado.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.

50Moderado · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
22/40Historial de commits legible — 38 de 92 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,413
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
12.6/18Arranque con un solo comando — go.mod (convención del toolchain, sin ejecutor de tareas)
22/22Pruebas automatizadas
0/11Configuración de lint / formato
11/11Verificación estática de tipos — sdk/typescript/tsconfig.json
10/10Entorno reproducible — lockfile
6.5/10Práctica demostrada con agentes — 3 de los últimos 92 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
lockfilesgo.sum, package-lock.json, uv.lock
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configssdk/typescript/tsconfig.json
agent_commit_share0,033
toolchain_manifestsgo.mod
dependency_bot_commit_share0
Cómo se puntúa
27/45Código verificable por tipos — Python con configuración de verificación de tipos (sdk/typescript/tsconfig.json)
55/55Tamaños de archivo manejables — 0/152 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes55.349
source_files_sampled152
oversized_source_files0
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples, samples
Datos de entrada utilizados
example_dirsexamples, samples
has_mcp_signalno
api_schema_files

Datos clave

13estrellas de GitHub
1contribuidores
90commits en los últimos 12 meses
0días desde el último push
2versiones publicadas
1factor bus
0issues abiertas
Goecosistemas 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 3.4 / 10
3.4agregado

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 16:40 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests1 out of 12 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 0/17 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
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
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities20 existing vulnerabilities detected
Dependencias directas 7
RegistroPaqueteRestricción de versiónManifiesto
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/nats-io/nats-server/v2v2.14.0go.mod
Gogithub.com/nats-io/nats.gov1.51.0go.mod
Gogithub.com/santhosh-tekuri/jsonschema/v5v5.3.1go.mod
Gogo.opentelemetry.io/otelv1.43.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.43.0go.mod
Gogo.opentelemetry.io/otel/tracev1.43.0go.mod
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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          "committed_at": "2026-07-05T15:58:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f90fbb484f714e991d149cd3012d76a22749f789",
          "body": "# OpenAgentIO Web release officially",
          "is_bot": false,
          "headline": "Merge pull request #26 from ModulationAI/feat/official_web",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-06-28T14:59:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a14ef0693c14b87abdf061c9c9a377fb36f5ed96",
          "body": null,
          "is_bot": false,
          "headline": "# OpenAgentIO Web release officially",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-28T14:58:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8be5b0080de36164a7b1cfad29384b1e9a7eef2a",
          "body": "Added a link to the project assets for reference.",
          "is_bot": false,
          "headline": "Add project assets link to README",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-06-22T01:40:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a45fdabf15ed94148753abe23bd494ca7bc9f41e",
          "body": null,
          "is_bot": false,
          "headline": "# docs(readme): refine project badges and branding",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-21T10:29:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af372e6bd54c0d0440e0610130d16c39b796d823",
          "body": null,
          "is_bot": false,
          "headline": "# docs(readme): refine project badges and branding",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-21T10:27:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d1e122aeb687d29d529e87e67392973529d85c9",
          "body": null,
          "is_bot": false,
          "headline": "# refresh README bridge positioning",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-17T15:46:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a7081f5544e72e5879fe3824921a78e552a2d4a",
          "body": null,
          "is_bot": false,
          "headline": "refresh README bridge positioning",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-17T15:45:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43fed4c12e2a41457ffc1b0e00d9865924f33fdb",
          "body": "Add Matrix event bridge and opt-in session propagation",
          "is_bot": false,
          "headline": "Merge pull request #25 from ModulationAI/feat/support_matrix",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-06-16T16:17:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6759377617eb3a626baac05a2b86f5e867b2ea60",
          "body": "Implement the Python MatrixEventBridge (Phases 1-5):\n- Config validation for homeserver_url, access_token, user_id, room_ids,\n  sync_timeout, reconnect_delay, initial_sync_behavior, outbound_msgtype.\n- Inbound: /sync long-poll loop, room/session mapping, dedup, loopback guard\n  via sender/txnId, tra\n[…]\nquickstart.py.\n- README Matrix Event Quickstart section with scope and session note.\n\nTests:\n- 80 matrix bridge tests plus session propagation coverage.\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Matrix event bridge and opt-in session propagation",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-16T16:14:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "22df451570bacca5cb3effb82f3acffaf80fc7b4",
          "body": "# Support MCP Tool Bridge",
          "is_bot": false,
          "headline": "Merge pull request #24 from ModulationAI/feat/mcp_bridge",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-06-14T15:13:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "25b320bd252662206821f2ccdf2a6f169d770a49",
          "body": "Implement the Python SDK MCP Tool Bridge, exposing MCP server tools as\nOpenAgentIO Bus invoke targets.\n\n- Add McpToolBridge with stdio and streamable_http transport support.\n- Map MCP tool results (content, structuredContent, meta) to OpenAgentIO\n  agent.response.final envelopes.\n- Map MCP/transport\n[…]\nserver.\n- Include comprehensive unit and integration tests for discovery, invocation,\n  error mapping, session/trace propagation, and lifecycle cleanup.\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "# Support MCP Tool Bridge",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-14T15:08:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9262ab28007310d3750d8a2ee61cc8fff815ca65",
          "body": "#  Support OpenClaw Bridge",
          "is_bot": false,
          "headline": "Merge pull request #23 from ModulationAI/openclaw-bridge",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-06-13T04:07:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c29bf99affb6ef681e26808afaf02c37e84fb178",
          "body": null,
          "is_bot": false,
          "headline": "#  Support OpenClaw Bridge",
          "author_name": "baoer.gu",
          "author_login": null,
          "committed_at": "2026-06-13T03:47:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59d5f53792b24bb8b4d0b11dda535bcb3d1487b8",
          "body": null,
          "is_bot": false,
          "headline": "# release v0.2.3",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-09T16:46:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e281a257a46d116ed69fd2254fe54da866ce6b53",
          "body": null,
          "is_bot": false,
          "headline": "# release v0.2.3",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-09T16:38:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "17956c1832ca7a18181045535a99f222bb7d6772",
          "body": "# release v0.2.3\n\n- Event Envelope v1 with UUIDv7 IDs, W3C Trace Context (`traceparent`), streaming semantics (`seq`, `is_final`), and `metadata` inheritance for proxy chains.\n- JSON Codec as the default wire format, with a pluggable `Codec` interface.\n- Transport abstraction with NATS Core and In-M\n[…]\nbility.\n- Scene Example demonstrating single-process orchestrator and distributed multi-process modes.\n- Echo examples for Go (`examples/echo-agent/`) and Python (`sdk/python/examples/echo_agent.py`).",
          "is_bot": false,
          "headline": "Merge pull request #22 from ModulationAI/feat/release_0.2.3",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-06-09T16:37:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "61032c71604b8214d5ee2d2101ed55519c46d950",
          "body": null,
          "is_bot": false,
          "headline": "# release v0.2.3",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-09T16:29:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d00b70771cb3e50b91cca181d4af44482bbe9914",
          "body": null,
          "is_bot": false,
          "headline": "add Apache license",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-07T16:15:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65f4c11557961796cda6b409f14f624817e2d11a",
          "body": "Avoid closing the inbox data channel while publishers may still deliver messages. Use a done signal to unblock receivers and reject late deliveries instead.\n\nCo-authored-by: Codex <noreply@openai.com>",
          "is_bot": false,
          "headline": "fix in-memory inbox close race",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-07T11:54:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "54a6e3d1ecfd2e1a0fba0fd19839518e2ba362ba",
          "body": null,
          "is_bot": false,
          "headline": "# Fix the document format",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-07T02:36:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22fa29d4e5c8787230da8b55b42a3b556cb8a3a9",
          "body": "add typescript sse client",
          "is_bot": false,
          "headline": "Merge pull request #20 from ModulationAI/feat/py-sse-retry",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-06-07T02:33:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3489a194864b345f8cc9b2752ab27df19c844836",
          "body": "Co-authored-by: Codex <noreply@openai.com>",
          "is_bot": false,
          "headline": "add typescript sse client",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-07T02:32:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d50c1d04c38009e26f28737d1e87864b8ef53a1",
          "body": "# Add SSE retry option to Python HTTP adapter",
          "is_bot": false,
          "headline": "Merge pull request #19 from ModulationAI/feat/py-sse-retry",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-06-06T14:51:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0de71aac046bd6d4a96f3402169dcc8dd63242c",
          "body": "- Add WithSSERetry(d) option to configure SSE retry interval\n- Emit retry: <ms> on every SSE frame (default 3000ms, 0 disables)\n- Update tests to assert retry field presence and option behavior\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "# Add SSE retry option to Python HTTP adapter",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-06T14:49:59Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e0f0517d42f238b9ad9e4a27c441bef47ae73e24",
          "body": null,
          "is_bot": false,
          "headline": "# add  Scenario-8 in readme.md",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-06T03:44:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "033f536e44fe8e26e1be577bc8b61743b61f788e",
          "body": null,
          "is_bot": false,
          "headline": "# add sse desc in readme.md",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-06-03T16:16:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8168bb2aa22a28b0b2c49d8a8ff4d6a9448c9ba",
          "body": "# Add SSE retry semantics and document HTTP header mapping",
          "is_bot": false,
          "headline": "Merge pull request #18 from ModulationAI/feat/sse_mapping",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-05-27T16:27:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7e90a481b9c223a6d2a4223b9da7730f288f9cb",
          "body": null,
          "is_bot": false,
          "headline": "# Add SSE retry semantics and document HTTP header mapping",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-05-27T16:26:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab369a865f5487acdfaa5d541f36523433cb0914",
          "body": "Feat/py sdk 0.2.x",
          "is_bot": false,
          "headline": "Merge pull request #17 from ModulationAI/feat/py-sdk-0.2.x",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-05-26T12:25:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d16f30dc85119df4e4eb35791eaf7abe92df1789",
          "body": null,
          "is_bot": false,
          "headline": "# py-sdk 0.2.0",
          "author_name": "baoer.gu",
          "author_login": null,
          "committed_at": "2026-05-26T12:07:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a03ba69d509ea5d6982dfc4a40fa9e861674812",
          "body": null,
          "is_bot": false,
          "headline": "# py-sdk 0.2.0",
          "author_name": "baoer.gu",
          "author_login": null,
          "committed_at": "2026-05-26T12:06:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1adc0f0f241c851652635e392a39d77d480f2f7a",
          "body": "# fix unittest about stream",
          "is_bot": false,
          "headline": "Merge pull request #16 from ModulationAI/feat/fix_stream_ut",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-05-25T15:43:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8cb105e14bd950d4de9908aa0dd778a78d2a5cd7",
          "body": null,
          "is_bot": false,
          "headline": "# fix unittest about stream",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-05-25T15:42:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d73c095fd54978fa7e5c56291db891bfb4f41d91",
          "body": "# improvement readme and add roadmap",
          "is_bot": false,
          "headline": "Merge pull request #15 from ModulationAI/feat/improvement_readme",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-05-24T15:51:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b328417cdf2b48e01aac0cb8e133505c45fec2a",
          "body": null,
          "is_bot": false,
          "headline": "# improvement readme and add roadmap",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-05-24T15:50:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ae1c25f42bb4f99be0e0088a1cfd2b10f8ce0fa",
          "body": "# EventType constructor differentiation + runtime contract verification",
          "is_bot": false,
          "headline": "Merge pull request #14 from ModulationAI/feat/eventType_differentiation",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-05-24T12:25:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "559367a5b667c4b05287a4172592bafb2fcb40d4",
          "body": null,
          "is_bot": false,
          "headline": "# EventType constructor differentiation + runtime contract verification",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-05-24T12:24:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "acbbc7d364c1744aa0757095f6569c83e5137466",
          "body": "# default invoke handlers to target queue",
          "is_bot": false,
          "headline": "Merge pull request #13 from ModulationAI/feat/fix_invokestream_multiconn",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-05-24T06:46:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb601591c3d57bbb3e0ebc24f9ceba283a269963",
          "body": null,
          "is_bot": false,
          "headline": "# default invoke handlers to target queue",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-05-24T06:45:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f9ca8a3249fb2ed33991ab743745ae3bdb54d37",
          "body": "# init productization",
          "is_bot": false,
          "headline": "Merge pull request #12 from ModulationAI/feat/init_productization",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-05-23T14:57:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2cff637e2daa46580a0a150076ae917e2b9657a",
          "body": null,
          "is_bot": false,
          "headline": "# init productization",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-05-23T14:56:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84c62e68249baca3632e84a6c8ab8b7f0c3e13a6",
          "body": null,
          "is_bot": false,
          "headline": "# add new logo in readme",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-05-21T16:54:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c73c0229488f796d4d833af45363ba9171f96fb2",
          "body": null,
          "is_bot": false,
          "headline": "# add new logo in readme",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-05-21T16:54:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dea91509dcd732805466bc4b2f67645e384422f4",
          "body": "# override readme.md",
          "is_bot": false,
          "headline": "Merge pull request #11 from ModulationAI/feat/new_readme",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-05-21T16:39:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cdb377a977ec824bff20b83f966bca4b0f856d41",
          "body": null,
          "is_bot": false,
          "headline": "# override readme.md",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-05-21T16:38:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a88e4fe8dc807cd71cbef303aaa84ce530c15856",
          "body": "#add init dial factory func about transport",
          "is_bot": false,
          "headline": "Merge pull request #10 from ModulationAI/feat/add_transportfactory",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-05-17T13:06:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ea7c52cf4d836b5d0cd16d6357844d59bf48537",
          "body": null,
          "is_bot": false,
          "headline": "#add init dial factory func about transport",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-05-17T13:05:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e72906bb374d0e5b977a4214f8c40b2e0910c37",
          "body": "# upgrade python sdk 0.2.0a1",
          "is_bot": false,
          "headline": "Merge pull request #9 from ModulationAI/feat/upgrade_pysdk",
          "author_name": "Boyle Gu",
          "author_login": "boylegu",
          "committed_at": "2026-05-14T15:06:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b44bfdb8b7856305e34d0768c5f0823bf23f4a5f",
          "body": null,
          "is_bot": false,
          "headline": "# upgrade python sdk 0.2.0a1",
          "author_name": "boylegu",
          "author_login": "boylegu",
          "committed_at": "2026-05-14T15:05:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d248cde4233c7105ba39b79968f8f9aba25abf83",
          "body": "# Fix the issue of metadata loss during complex link communication tr…",
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          "headline": "Merge pull request #8 from ModulationAI/feat/fix_metadata",
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                "key": "forks",
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                "key": "watchers",
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            "inputs": {
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                "details": [
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                "key": "contributor_breadth",
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              {
                "key": "openssf_scorecard_contributors",
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                "status": "partial",
                "details": [],
                "max_points": 10
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            ]
          },
          {
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            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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              {
                "code": "weights_renormalized",
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              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 1
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            "components": [
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                "key": "issue_resolution",
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                "detail": "no issues or no data",
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                "status": "excluded",
                "details": [
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                    "code": "no_issues_or_data",
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                ],
                "max_points": 46.75
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              {
                "key": "pr_acceptance",
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                    "code": "decided_prs_merged",
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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                "status": "missed",
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
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            "inputs": {
              "followers": 0,
              "owner_type": "Organization",
              "is_verified": null,
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              "account_age_days": 87
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            "components": [
              {
                "key": "ownership_backing",
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                "details": [
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                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
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                "detail": "0 followers of ModulationAI",
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                "status": "missed",
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                      "login": "ModulationAI"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
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                "status": "partial",
                "details": [
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                    "code": "public_repos",
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                  {
                    "code": "account_age_years",
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "ecosystems": "go",
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                ],
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                ],
                "max_points": 20
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            ]
          }
        ],
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                "max_points": 24
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              {
                "key": "linter_config",
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            "inputs": {
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          }
        ],
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              {
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            "value": 34,
            "inputs": {
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                "key": "cii_best_practices",
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              {
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              },
              {
                "key": "dependency_update_tool",
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "key": "license",
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              },
              {
                "key": "maintained",
                "name": "Maintained",
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                "points": 0,
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              },
              {
                "key": "packaging",
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                "detail": "packaging workflow detected",
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                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "20 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 1
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 50,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 22,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.413,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "38 of 92 human commits state their intent (structured subject or explanatory body)",
                "points": 22,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 38,
                      "sampled": 92
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 62,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json",
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "sdk/typescript/tsconfig.json"
              ],
              "agent_commit_share": 0.033,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "go.mod"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "sdk/typescript/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "sdk/typescript/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
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                "points": 6.5,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
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                      "sampled": 92
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 55349,
              "source_files_sampled": 152,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (sdk/typescript/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "sdk/typescript/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/152 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 152,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "samples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, samples"
                    }
                  }
                ],
                "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": "2026-07-27T16:40:34.028819Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/ModulationAI/openagentio.svg",
  "full_name": "ModulationAI/openagentio",
  "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 agregadasGo.