Registro público
Informe de salud del softwareesquema 0.26.0 · métricas 1.13.0 · 2026-07-22 11:43 UTC

Yuan-lab-LLM / ClawManager

A Kubernetes-native control plane for AI agent instance management, with governed AI access, runtime orchestration, and reusable resources across multiple agent runtimes.

TypeScript · GoMIT★ 1916 estrellas⑂ 150 forksdesde mar 2026Ver en GitHub ↗

Yuan-lab-LLM/ClawManager tiene un índice de salud de 68 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Engineering Quality (90/100) y la más baja, Security (47/100). Se actualizó por última vez hace 1 día. Una sola persona concentra la mayor parte del trabajo reciente.

68
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.

68
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

Yuan-lab-LLMCuenta personal
65 seguidores8 repositorios públicosdesde dic 2025

Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.

Métricas por categoría

Vitalidad

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

86Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 1 días
12.5/36Cadencia de commits — 18/52 semanas con commits
18/18Volumen de commits — 203 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year203
human_commit_share1
days_since_last_push1
active_weeks_last_year18
Cómo se puntúa
27/27Publica versiones — 41 versiones publicadas
36/36Recencia de las versiones — última versión hace 1 días
27/27Cadencia de publicación — una versión cada ~3,8 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count41
latest_release_tagv2026.7.21
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases3,8
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?

65Moderado · 18% del índice global
Cómo se puntúa
53.2/60Estrellas — 1916 estrellas
18.1/25Forks — 150 forks
7.2/15Observadores — 21 observadores
Datos de entrada utilizados
forks150
stars1916
watchers21
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
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?

51Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
7.5/22.5Distribución de commits — el principal contribuyente firma el 67% de los commits
13.5/13.5Amplitud de contribuyentes — 11 contribuyentes
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Datos de entrada utilizados
bus_factor1
contributors_sampled11
top_contributor_share0,667
Cómo se puntúa
34.9/46.8Resolución de issues — 75% de issues cerradas
34.7/38.3Aceptación de PR — 88/97 PR decididos fusionados
10.5/15OpenSSF Scorecard: Code-Review — Found 10/14 approved changesets -- score normalized to 7
Datos de entrada utilizados
merged_prs88
open_issues15
closed_issues44
issue_closed_ratio0,746
closed_unmerged_prs9
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
13.1/25Alcance del propietario — 65 seguidores de Yuan-lab-LLM
8.1/25Trayectoria — 8 repos públicos, cuenta de ~0 años
Datos de entrada utilizados
followers65
owner_typeUser
is_verified
owner_loginYuan-lab-LLM
public_repos8
account_age_days209
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

90Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 3 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — eslint.config.js
0/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_configno

Documentación

100Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://yuan-lab-llm.github.io/ClawManager/
10/10Descripción del repositorio
10/10Topics — 4 topics
10/10Wiki
Datos de entrada utilizados
topicskubernetes, openclaw, webtop, hermes
has_wiki
homepagehttps://yuan-lab-llm.github.io/ClawManager/
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?

47En riesgo · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
2.5/2.5CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
5.2/7.5Code-Review — Found 10/14 approved changesets -- score normalized to 7
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
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 13 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
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
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 46 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,7
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, 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.

69Moderado · 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)
40/40Historial de commits legible — 83 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,83
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — backend/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — eslint.config.js
11/11Verificación estática de tipos — e2e/tsconfig.json, frontend/tsconfig.json
10/10Entorno reproducible — Dockerfile, lockfile
6/10Práctica demostrada con agentes — 3 de los últimos 100 commits con autoría o crédito de agente
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Datos de entrada utilizados
has_nixno
has_tests
lockfilesgo.sum, package-lock.json
has_dockerfile
typed_language
bootstrap_filesbackend/Makefile
has_devcontainerno
has_linter_config
typecheck_configse2e/tsconfig.json, frontend/tsconfig.json
agent_commit_share0,03
toolchain_manifestsbackend/go.mod
dependency_bot_commit_share0
Cómo se puntúa
45/45Código verificable por tipos — TypeScript (tipado estático)
52.6/55Tamaños de archivo manejables — 18/418 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageTypeScript
largest_source_bytes399.367
source_files_sampled418
oversized_source_files18

Datos clave

1916estrellas de GitHub
11contribuidores
203commits en los últimos 12 meses
1días desde el último push
41versiones publicadas
1factor bus
15issues abiertas
Go, npmecosistemas 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

Historial de estrellas y forks 0 ★ / 150 ⇿
0Estrellas
150Forks
40Versiones

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

0255075100125150150202026-032026-052026-07
Mayor 0Menor 0Parche 40
OpenSSF Scorecard 4.7 / 10
4.7agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-22 11:41 UTC

10Binary-Artifactsno binaries found in the repo
n/dBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 10/14 approved changesets -- score normalized to 7
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities46 existing vulnerabilities detected
Dependencias directas 22
RegistroPaqueteRestricción de versiónManifiesto
Gogithub.com/gin-gonic/ginv1.12.0backend/go.mod
Gogithub.com/go-playground/validator/v10v10.30.1backend/go.mod
Gogithub.com/go-sql-driver/mysqlv1.9.0backend/go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.1backend/go.mod
Gogithub.com/gorilla/websocketv1.5.3backend/go.mod
Gogithub.com/upper/db/v4v4.10.0backend/go.mod
Gogolang.org/x/cryptov0.49.0backend/go.mod
Gogopkg.in/yaml.v3v3.0.1backend/go.mod
Gok8s.io/apiv0.32.3backend/go.mod
Gok8s.io/apimachineryv0.32.3backend/go.mod
Gok8s.io/client-gov0.32.3backend/go.mod
npm@tanstack/react-query^5.90.21frontend/package.json
npm@xterm/addon-fit^0.11.0frontend/package.json
npm@xterm/addon-unicode11^0.9.0frontend/package.json
npm@xterm/xterm^6.0.0frontend/package.json
npmaxios^1.13.6frontend/package.json
npmjs-yaml^4.2.0frontend/package.json
npmlucide-react^1.17.0frontend/package.json
npmreact^19.2.4frontend/package.json
npmreact-dom^19.2.4frontend/package.json
npmreact-router-dom^7.13.1frontend/package.json
npmzustand^5.0.11frontend/package.json
Todas las dependencias no recopilado

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

Informe JSON sin procesar legible por máquina
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          "headline": "Merge pull request #130 from Yuan-lab-LLM/Iamlovingit-patch-1",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-27T02:19:31Z",
          "body_truncated": false,
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        },
        {
          "oid": "8d79e6255fd0dd26c359ce7ba3e9ad8a1e2afbb3",
          "body": "update",
          "is_bot": false,
          "headline": "update wechat group image",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-27T01:46:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4cd4c84953b7b261c67a482194e4d0db66af2758",
          "body": "feat: add Bundle Skills, WeCom channel, configurable archive limit",
          "is_bot": false,
          "headline": "Merge pull request #128 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-27T01:43:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "561b263c8bd449017f3c6a93e93f45ad5b47b4b5",
          "body": "…ix #123\n\n- Bundle Skills: attach skills to config bundles, auto-resolve on creation. Migration 022 adds openclaw_config_bundle_skills table. Fix #123\n- WeCom channel: wecom connector with botId/secret/dmPolicy/allowFrom\n- CLAWMANAGER_WORKSPACE_ARCHIVE_MAX_MIB controls archive size limit, synced to nginx client_max_body_size via start.sh\n- Update deployment manifests, i18n, and frontend UI",
          "is_bot": false,
          "headline": "feat: add Bundle Skills, WeCom channel, configurable archive limit, f…",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-26T09:17:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a64fa2099792f1c53917c87dec0e94a70c89c8f6",
          "body": "…cation\n\nAdd cursor-based GET /teams/:id/tasks and GET /teams/:id/events APIs.\nTeam detail page loads older messages on scroll/click and deduplicates\ncollaboration chat messages with improved thread ordering.",
          "is_bot": false,
          "headline": "feat(team): add paginated task/event history and improve chat dedupli…",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-25T02:29:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dae2f4e604e4c53070d04c5e5cb88e64802f2880",
          "body": "feat: add openclaw shell runtime preset",
          "is_bot": false,
          "headline": "Merge pull request #126 from Iamlovingit/codex/shell",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-22T11:27:05Z",
          "body_truncated": false,
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "feat: add openclaw shell runtime preset",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-22T11:21:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab112f9ccbaaf9f4955454b9f28c116f5693f572",
          "body": "feat: add shell runtime and harden team shared storage",
          "is_bot": false,
          "headline": "Merge pull request #124 from Iamlovingit/codex/shell",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-22T07:22:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c192908d9552f4eff1a0d34ac9059f3d5434e6ae",
          "body": null,
          "is_bot": false,
          "headline": "feat: add shell runtime and harden team shared storage",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-22T07:06:59Z",
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          "is_coding_agent": false
        },
        {
          "oid": "8bfd6340e985e3fa17e1177ee9105a94254f95f7",
          "body": "# Conflicts:\n#\tbackend/internal/services/instance_service.go\n#\tbackend/internal/services/k8s/pod_service.go\n#\tbackend/internal/services/k8s/pod_service_test.go\n#\tfrontend/src/components/InstanceAccess.tsx",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'upstream/main' into codex/shell",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-18T14:12:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "156b5bc32835af11af07027b70af900b6cfebf9e",
          "body": "Modify readme",
          "is_bot": false,
          "headline": "Merge pull request #122 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-18T14:03:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9f0d2793475adefab39ad78679122e0f76919e6",
          "body": null,
          "is_bot": false,
          "headline": "Modify readme",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-18T13:32:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2164f3c405a9c1abda26546d08aa53949c6c637",
          "body": "feat(team): Multi-agent Team control plane across runtimes (Leader-mediated collaboration)",
          "is_bot": false,
          "headline": "Merge pull request #121 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-18T09:21:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3fe1418d5e4995be72b4208a419967167f512222",
          "body": "…diated collaboration)\n\n- Add migrations plus Team/Member/Task/Event APIs; Redis Streams consumer projects inbox/events into DB as source of truth\n- Inject Team Secret (Redis URL, team token) via envFrom; shared RWX PVC at /team; sync ConfigMap roster to /team/team.json\n- Create member Pods through \n[…]\n\n- Add /teams, /teams/new, /teams/:id: creation wizard (roster, presets, shared env/OpenClaw plan), per-member desktops, collaboration timeline, debug dispatch (defaults to Leader when target omitted)",
          "is_bot": false,
          "headline": "feat(team): Multi-agent Team control plane across runtimes (Leader-me…",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-18T08:30:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7ceefbf6a81042063e720f5240ea182f7c9c6e8c",
          "body": null,
          "is_bot": false,
          "headline": "shell init",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-13T12:19:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a52d301d75c8361a4e3830f883c5b6b74e27259b",
          "body": "fix: paginate user management list",
          "is_bot": false,
          "headline": "Merge pull request #119 from Iamlovingit/codex/bugfix",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-12T14:59:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3bbedbbdc9dc10c9253b88d43dd433fe30c9dec",
          "body": null,
          "is_bot": false,
          "headline": "fix: paginate user management list",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-12T12:35:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e99c49f3e2eea7bafb018f7eecbf941519e94830",
          "body": "update wechat jpg",
          "is_bot": false,
          "headline": "Merge pull request #116 from Iamlovingit/wechat",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-08T11:19:33Z",
          "body_truncated": false,
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        },
        {
          "oid": "9818085f5948ff9fee44eeac6c9cb8d0c41f53f5",
          "body": null,
          "is_bot": false,
          "headline": "update wechat jpg",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-08T11:14:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "936221c2c79ae7889fc8180ea4dc1e1dba3b2243",
          "body": "fix: resolve OpenClaw upload crash with least-privilege pod settings",
          "is_bot": false,
          "headline": "Merge pull request #112 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-07T09:37:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c0c6b763af2bce5687f8ddba553ea10714d77ca0",
          "body": null,
          "is_bot": false,
          "headline": "fix build issue",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-07T03:00:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "054a2b9b4472f17fdf5a2c9fa5ab31ee54a9d521",
          "body": "- add configurable /dev/shm mounts for instance pods with a bounded SHM_SIZE_GB override\n- introduce pod security modes and use chromium-compat for OpenClaw instead of privileged\n- keep privileged mode only as an explicit admin fallback\n- remove the node-level clawmanager-node-tuner manifest to avoid changing host security defaults\n- fix k3s HTTPS and API/proxy service port mappings\n- add tests for SHM parsing and pod security mode behavior",
          "is_bot": false,
          "headline": "fix: resolve OpenClaw upload crash with least-privilege pod settings",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-05-07T02:34:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e512dc93ad39468b2cb555530e7ee0e8ba4dea6",
          "body": "fix: use persistent path for PV hostPath instead of /tmp/",
          "is_bot": false,
          "headline": "Merge pull request #111 from hippoley/fix/pv-hostpath-persistent",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-05-07T01:53:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "963a1c378e4a7986fd16a8b405c55ffab6dfad79",
          "body": "BREAKING: PV hostPath prefix changed from /tmp/clawreef/ to /data/clawreef/\n\nProblem:\n- PV hostPath was hardcoded to /tmp/clawreef/user-{id}/instance-{id}\n- /tmp/ is a volatile directory that may be cleaned by systemd-tmpfiles\n  or cleared on node reboot (depending on OS configuration)\n- This caused\n[…]\n to /data/clawreef/\n  and create a symlink for backward compatibility:\n    mkdir -p /data/clawreef\n    mv /tmp/clawreef/* /data/clawreef/\n    rm -rf /tmp/clawreef && ln -s /data/clawreef /tmp/clawreef",
          "is_bot": false,
          "headline": "fix: use persistent path for PV hostPath instead of /tmp/",
          "author_name": "hippoley",
          "author_login": "hippoley",
          "committed_at": "2026-05-06T23:57:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0d354455d29ef8eb1bcab05b327c7aade56c4ec5",
          "body": "fix: make instance deletion asynchronous",
          "is_bot": false,
          "headline": "Merge pull request #104 from Iamlovingit/delinstance",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-30T11:31:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55e9edfb833c1aa4ce4ae2903d16fa1117a3fd96",
          "body": null,
          "is_bot": false,
          "headline": "fix: make instance deletion asynchronous",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-30T11:24:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd2aa8ca08b62248001d21e00f657cf6ac1ea53c",
          "body": "update wechat image",
          "is_bot": false,
          "headline": "Merge pull request #103 from Iamlovingit/readmeupdate",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-30T09:27:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9fc5e2cf85418f968226e86869dd9939292502d",
          "body": null,
          "is_bot": false,
          "headline": "update wechat image",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-30T09:21:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04b1dd3fbdb4a6c6d08d240d52c3771dee3b96e0",
          "body": "docs: add runtime previews to localized READMEs",
          "is_bot": false,
          "headline": "Merge pull request #100 from Iamlovingit/readmeupdate",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T09:29:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c8bf5180c6f3e0e2454477aa71fe229d9e2b28a",
          "body": null,
          "is_bot": false,
          "headline": "fix: normalize agents runtime image references",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T09:24:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7cfed85ae8f1d2a1165f9005844bf68f9a4f213a",
          "body": null,
          "is_bot": false,
          "headline": "docs: add runtime previews to localized READMEs",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T08:39:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58c35f6ecdc5548f1f8c81dfb45bf7977d9c295d",
          "body": "…dropping\n\nfix: channel editors silently dropping unknown fields on save",
          "is_bot": false,
          "headline": "Merge pull request #88 from naiqus/fix/openclaw-channel-editor-field-…",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T07:14:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "36def64226c7f5e8674be64c912d637b484b6028",
          "body": "feat: add hermes runtime integration",
          "is_bot": false,
          "headline": "Merge pull request #99 from Iamlovingit/hermes",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T07:13:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2613b4c45830c68e7e74f73f70d56ebe415a813",
          "body": null,
          "is_bot": false,
          "headline": "feat: add hermes runtime integration",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-29T07:00:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08dce2a29d6a1a2480d61cffb77207feab1526e8",
          "body": "TestNormalizeOpenClawResourceContentPreservesUnknownChannelFields and\nTestNormalizeOpenClawResourceContentPreservesFeishuSiblingAccounts were\ndeclared twice causing build failure.",
          "is_bot": false,
          "headline": "fix: remove duplicate test function declarations",
          "author_name": "Suqian Zhang",
          "author_login": "naiqus",
          "committed_at": "2026-04-27T21:48:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "032c038275c7c0274ad1bd6895efd44b95e2e3d7",
          "body": "…om:naiqus/ClawManager into fix/openclaw-channel-editor-field-dropping",
          "is_bot": false,
          "headline": "Merge branch 'fix/openclaw-channel-editor-field-dropping' of github.c…",
          "author_name": "Suqian Zhang",
          "author_login": "naiqus",
          "committed_at": "2026-04-27T21:08:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c39df72d5106abd026aa29ac7c24db71a54773c7",
          "body": "Every channel form editor (telegram, dingtalk-connector, slack, feishu)\nsilently drops fields on Save. The user flow that loses data:\n\n  1. Open a channel resource in the JSON tab, add any field not owned\n     by the form (e.g. webhook, custom capabilities, additional feishu\n     accounts).\n  2. Swi\n[…]\nounts\n    guards the feishu deep-merge.\n\nManual verification against a live instance: add `webhook` via the\nJSON tab, switch to Form tab, rotate a secret, Save, reload — the\nwebhook field is retained.",
          "is_bot": false,
          "headline": "fix(openclaw): preserve unknown fields in channel config save path",
          "author_name": "Suqian Zhang",
          "author_login": "naiqus",
          "committed_at": "2026-04-27T21:07:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "30abf94c453455a9ce1911fb653982009ce5188d",
          "body": "fix: default imagePullPolicy to IfNotPresent for air-gapped environments",
          "is_bot": false,
          "headline": "Merge pull request #95 from hippoley/fix/image-pull-policy-configurable",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-27T13:46:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39a76c0f9f29d5fab6068f78eb20590e5a9a62e3",
          "body": "fix(instances): delete legacy network policy before create/start instead of ensuring default",
          "is_bot": false,
          "headline": "Merge pull request #93 from Li-Day-Day/main",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-27T13:45:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "584b071e35c0b93fbffb26ed8813c5f78354c483",
          "body": "Kubernetes defaults imagePullPolicy to Always when the image tag is\n:latest. This causes pod creation failures in air-gapped and enterprise\nenvironments where nodes cannot reach external registries.\n\nChanges:\n- Add ImagePullPolicy field to PodConfig struct\n- Default to IfNotPresent in CreatePod when not explicitly set\n- Support IMAGE_PULL_POLICY env var for operator override\n- Apply policy to both CreateInstance and StartInstance paths\n\nCloses #94",
          "is_bot": false,
          "headline": "fix: default imagePullPolicy to IfNotPresent for air-gapped environments",
          "author_name": "hippoley",
          "author_login": "hippoley",
          "committed_at": "2026-04-27T08:32:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf0125ab2378e1eca48eb936c6e914f8f838c6a3",
          "body": "…ead of ensuring default",
          "is_bot": false,
          "headline": "fix(instances): delete legacy network policy before create/start inst…",
          "author_name": "litiantian03",
          "author_login": null,
          "committed_at": "2026-04-27T01:43:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87fe5a6bdf9062bc686c2ad4f2491522e9db9ed7",
          "body": "Every channel form editor (telegram, dingtalk-connector, slack, feishu)\nsilently drops fields on Save. The user flow that loses data:\n\n  1. Open a channel resource in the JSON tab, add any field not owned\n     by the form (e.g. webhook, custom capabilities, additional feishu\n     accounts).\n  2. Swi\n[…]\nounts\n    guards the feishu deep-merge.\n\nManual verification against a live instance: add `webhook` via the\nJSON tab, switch to Form tab, rotate a secret, Save, reload — the\nwebhook field is retained.",
          "is_bot": false,
          "headline": "fix(openclaw): preserve unknown fields in channel config save path",
          "author_name": "Suqian Zhang",
          "author_login": "naiqus",
          "committed_at": "2026-04-26T15:50:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3a44141d97478d8821e5359daf5ed32303aa3ff3",
          "body": "…ine-leaks\n\nfix: add graceful shutdown, fix WebSocket Hub race, plug goroutine leaks",
          "is_bot": false,
          "headline": "Merge pull request #92 from hippoley/fix/graceful-shutdown-and-gorout…",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-25T16:42:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49725a8e243cfb7db7af8c145b0f854ca261f89f",
          "body": "fix: .openclaw workspace transfer path and upload handling",
          "is_bot": false,
          "headline": "Merge pull request #87 from naiqus/fix/openclaw-transfer-path",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-25T16:27:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "313cc57ddc8b770c1fc9cf221a4dcdd233e35b3d",
          "body": "fix: admin sees all users' instances in workspace view",
          "is_bot": false,
          "headline": "Merge pull request #89 from naiqus/fix/admin-instance-view-leakage",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-25T16:04:30Z",
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          "body": "…-update\n\nfix: cascade snapshot rendered_env when resource is updated",
          "is_bot": false,
          "headline": "Merge pull request #80 from hippoley/fix/cascade-snapshot-on-resource…",
          "author_name": "Qingshan Chen",
          "author_login": "Iamlovingit",
          "committed_at": "2026-04-25T15:55:17Z",
          "body_truncated": false,
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          "oid": "cfd9c46ca822fd3369b21786041661cef3c7baa7",
          "body": "Address three HIGH-severity issues from the memory-leak and bloat\nanalysis (issue #56).\n\n1. Graceful shutdown (main.go)\n   - Replace gin's r.Run() with an explicit http.Server so the process\n     can intercept SIGINT / SIGTERM.\n   - On signal: drain active HTTP requests (10 s timeout), then stop\n   \n[…]\nessServiceStopTerminatesCleanup: Stop() is safe and\n  the service remains functional for token ops afterward\n\nAll existing tests continue to pass; full project build and regression\nverified.\n\nRef: #56",
          "is_bot": false,
          "headline": "fix: add graceful shutdown, fix WebSocket Hub race, plug goroutine leaks",
          "author_name": "hippoley",
          "author_login": "hippoley",
          "committed_at": "2026-04-24T12:07:13Z",
          "body_truncated": true,
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          "oid": "7bb6a19b8500ea67d93da4d4e48e0c13836deb89",
          "body": "When a resource is updated, all compiled/active snapshots that reference\nit (directly or via dependsOn) are now automatically recompiled so their\nrendered_env_json stays in sync.\n\nKey changes:\n- snapshotReferencesResource checks ResolvedResourcesJSON first (full\n  resolved set including dependsOn), \n[…]\ns from clobbering each other\n- ListActiveSnapshots queries both 'compiled' and 'active' statuses\n- Cascade runs in a background goroutine; errors are logged but never\n  fail the resource update itself",
          "is_bot": false,
          "headline": "fix: cascade recompile active snapshots when a resource is updated",
          "author_name": "hippoley",
          "author_login": "hippoley",
          "committed_at": "2026-04-24T10:08:03Z",
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          "oid": "a33f3fee16e036476133b9d5c04d2ad78a904197",
          "body": "Summary\n-------\nLogging in as an admin and navigating to Workspace → My Instances\nreturned every instance in the cluster instead of the admin's own.\nRole was overloaded to both widen the admin console surface AND\nwiden the self-scoped list endpoint, so the workspace view broke\nthe owner-isolation co\n[…]\nrun build` all pass.\n\nScope note\n----------\nThis PR fixes the listing leak only. Per-instance handlers in\n`instance_handler.go` retain their existing inline role checks\nand will be audited separately.",
          "is_bot": false,
          "headline": "fix(instances): admin sees all users' instances in workspace view",
          "author_name": "naiqus",
          "author_login": "naiqus",
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          "headline": "fix(openclaw): align upload limit to 50 MiB",
          "author_name": "naiqus",
          "author_login": "naiqus",
          "committed_at": "2026-04-24T00:08:35Z",
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          "body": "The previous error handler fell back to the button label when the server\ndid not return a JSON body (e.g. nginx 413 plain-HTML response), producing\na popup that said \"Import .openclaw\" on failure - indistinguishable from\na success message.\n\nAdd describeOpenClawError() that:\n- surfaces server-supplie\n[…]\n HTTP status code.\n\nAlso emit distinct i18n strings for success (importOpenClawSuccess) and\nfailure (importOpenClawFailed / exportOpenClawFailed) across all 5\nsupported languages (en, zh, ja, ko, de).",
          "is_bot": false,
          "headline": "fix(frontend): show meaningful error messages for OpenClaw import/export",
          "author_name": "naiqus",
          "author_login": "naiqus",
          "committed_at": "2026-04-24T00:02:46Z",
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          "body": "Wrap c.Request.Body with http.MaxBytesReader(512 MiB) so oversize\nuploads that bypass the edge (or when nginx is swapped for another\nproxy) produce a JSON 413 with a clear message rather than a generic\n500 or a parser-side surprise. Also guards against header-declared\nsizes exceeding the cap.\n\nAligns backend and nginx limits on a single named constant.",
          "is_bot": false,
          "headline": "fix(openclaw): return structured 413 for oversize import uploads",
          "author_name": "naiqus",
          "author_login": "naiqus",
          "committed_at": "2026-04-24T00:00:09Z",
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          "body": "Nginx default client_max_body_size is 1 MiB. Any real .openclaw workspace\narchive exceeds that, so the Import endpoint rejects uploads with a plain\nHTML 413 Content Too Large response long before the request reaches the\nGo backend (which already permits up to 512 MiB via io.LimitReader).\n\nSet client_max_body_size to 512m on the server block so the edge limit\nmatches the backend limit.",
          "is_bot": false,
          "headline": "fix(nginx): raise client_max_body_size to 512m for .openclaw uploads",
          "author_name": "naiqus",
          "author_login": "naiqus",
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          "body": "Adds build-tagged (//go:build integration) tests that exercise the\nExport and Import commands against a real OpenClaw pod:\n\n- Export_RoundTrip: seeds a marker file under /config/.openclaw, runs\n  buildExportCommand(), asserts the marker is present in the streamed\n  tar.gz.\n- Export_MissingWorkspace:\n[…]\nile is owned by uid:gid 1000:1000, verifying the\n  `su abc` wrap.\n\nSkipped by default (unit tests cover the command-string contract);\nenable with `go test -tags integration` and OPENCLAW_TEST_POD set.",
          "is_bot": false,
          "headline": "test(openclaw): integration tests for transfer service",
          "author_name": "naiqus",
          "author_login": "naiqus",
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          "body": "ExportOpenClaw now maps services.ErrOpenClawWorkspaceMissing to HTTP 404\nwith an explicit message, and rejects archives below a conservative\nminimum-size threshold (100 bytes) as HTTP 500 rather than streaming an\nempty body to the client with Content-Type: application/gzip.\n\nTogether with the service-side base-dir fix, this closes the\nsilent-failure path where downloading .openclaw from an instance without\na workspace produced a 200 OK with zero payload.",
          "is_bot": false,
          "headline": "fix(openclaw): surface empty export as 404 instead of silent zero stream",
          "author_name": "naiqus",
          "author_login": "naiqus",
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          "oid": "cb6cb00d5c103455095ceee78ca85d50cc55520e",
          "body": "…TENT_DIR\n\nPreviously Export/Import expanded ${HOME:-/home/user} to locate the\n.openclaw workspace. kubectl exec spawns a fresh process as root with\nHOME=/root, while the real workspace lives at /config/.openclaw (the\nlinuxserver entrypoint runs as user abc with HOME=/config). The result\nwas a silen\n[…]\n proper HTTP status instead of streaming zero bytes.\n\nImport now re-execs the extract as user abc via `exec su abc -s /bin/sh`\nso restored files land owned by uid 1000, matching pod runtime ownership.",
          "is_bot": false,
          "headline": "fix(openclaw): resolve transfer base dir via CLAWMANAGER_AGENT_PERSIS…",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
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            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
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            "reason": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
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            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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          {
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            "score": 6,
            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
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          {
            "name": "Dangerous-Workflow",
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            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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          {
            "name": "Dependency-Update-Tool",
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            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
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            "name": "Fuzzing",
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            "reason": "project is not fuzzed",
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          {
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            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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          {
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          {
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            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 10/14 approved changesets -- score normalized to 7",
                "points": 10.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "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": 39,
            "inputs": {
              "followers": 65,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "Yuan-lab-LLM",
              "public_repos": 8,
              "account_age_days": 209
            },
            "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": "65 followers of Yuan-lab-LLM",
                "points": 13.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 65,
                      "login": "Yuan-lab-LLM"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "8 public repos, account ~0 yr old",
                "points": 8.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 8
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 90,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "eslint.config.js",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "kubernetes",
                "openclaw",
                "webtop",
                "hermes"
              ],
              "has_wiki": true,
              "homepage": "https://yuan-lab-llm.github.io/ClawManager/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://yuan-lab-llm.github.io/ClawManager/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "4 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 47,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 10/14 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "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 13 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 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file 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": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "46 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 5
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 69,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.83,
              "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": "83 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 83,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "backend/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "e2e/tsconfig.json",
                "frontend/tsconfig.json"
              ],
              "agent_commit_share": 0.03,
              "toolchain_manifests": [
                "backend/go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "backend/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "backend/Makefile"
                    }
                  }
                ],
                "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": "eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "e2e/tsconfig.json, frontend/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "e2e/tsconfig.json, frontend/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "3 of the last 100 commits agent-authored or agent-credited",
                "points": 6,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 3,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 399367,
              "source_files_sampled": 418,
              "oversized_source_files": 18
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "18/418 source files over 60KB",
                "points": 52.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 418,
                      "oversized": 18
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": "2026-07-22T11:43:38.590733Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/y/Yuan-lab-LLM/ClawManager.svg",
  "full_name": "Yuan-lab-LLM/ClawManager",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.26.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas.