Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 2.5.0 · 2026-07-28 08:18 UTC

grafana / pyroscope-java

pyroscope java integration

Java · GoApache-2.0★ 124 estrellas⑂ 47 forksdesde jun 2021Ver en GitHub ↗

grafana/pyroscope-java tiene un índice de salud de 84 sobre 100, lo que lo sitúa en la banda Excelente. Su puntuación más alta es Vitality (83/100) y la más baja, Community & Adoption (59/100). Se actualizó por última vez hace 4 días. 2 personas concentran la mayor parte del trabajo reciente.

84
global / 100
Excelente

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.

84
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
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.

El resultado global ponderado 71 se calibra a 84 en la escala publicada del índice (calibración del registro 2026-08-02).

Titularidad

Grafana LabsOrganización
7118 seguidores586 repositorios públicosdesde abr 2014

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

Métricas por categoría

Vitalidad

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

83Excelente · 21% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 4 días
15.2/36Cadencia de commits — 22/52 semanas con commits
18/18Volumen de commits — 110 commits en el último año
10/10OpenSSF Scorecard: Maintained — 26 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year110
human_commit_share0,46
days_since_last_push4
active_weeks_last_year22
Cómo se puntúa
27/27Publica versiones — 53 versiones publicadas
36/36Recencia de las versiones — última versión hace 20 días
27/27Cadencia de publicación — una versión cada ~17,1 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count53
latest_release_tagv2.8.0
releases_from_tagsno
days_since_latest_release20
mean_days_between_releases17,1

Comunidad y Adopción

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

59Moderado · 17% del índice global
Cómo se puntúa
33.9/60Estrellas — 124 estrellas
13.9/25Forks — 47 forks
5.6/15Observadores — 11 observadores
Datos de entrada utilizados
forks47
stars124
watchers11
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
13.5/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
readme_badges
has_contributingno
has_issue_templateno
has_code_of_conduct
readme_badge_services
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?

72Bueno · 23% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
15.9/22.5Distribución de commits — el principal contribuyente firma el 29% de los commits
13.5/13.5Amplitud de contribuyentes — 22 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 15 contributing companies or organizations
Datos de entrada utilizados
bus_factor2
contributors_sampled22
top_contributor_share0,294
Cómo se puntúa
21.6/42Resolución de issues — 51% de issues cerradas
25.2/30Aceptación de PR — 189/225 PR decididos fusionados
0/13Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Datos de entrada utilizados
merged_prs189
open_issues54
closed_issues57
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,514
closed_unmerged_prs36
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluidos de la puntuación (sin datos o no aplicable): newcomer_pr_acceptance. Los pesos restantes se han renormalizado.
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
25/25Alcance del propietario — 7118 seguidores de grafana
25/25Trayectoria — 586 repos públicos, cuenta de ~12 años
Datos de entrada utilizados
followers7118
owner_typeOrganization
is_verified
owner_logingrafana
public_repos586
account_age_days4495

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

64Moderado · 19% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 5 flujo(s) de trabajo
24/24Pruebas presentes
0/16Configuración de linter
0/9.6Hooks de pre-commit
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfig
has_linter_configno
has_precommit_configno

Documentación

50Moderado
Cómo se puntúa
30/30README
0/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics
has_wiki
homepage
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?

76Bueno · 16% del índice global
Cómo se puntúa
3/7.5Binary-Artifacts — binaries present in source code
4.5/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 29 out of 29 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
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 15 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 26 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
3/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7,5
Excluidos de la puntuación (sin datos o no aplicable): packaging. 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? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.

75Bueno · 4% del índice global
Cómo se puntúa
18/45Instrucciones para agentes — itest/CLAUDE.md (esbozo)
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 38 de 46 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,826
agent_instruction_filesitest/CLAUDE.md
agent_instruction_max_bytes55
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
0/11Configuración de lint / formato
11/11Verificación estática de tipos — Java (tipado estático)
10/10Entorno reproducible — Dockerfile
10/10Práctica demostrada con agentes — 15 de los últimos 100 commits con autoría o crédito de agente
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
6/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
Datos de entrada utilizados
has_nixno
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0,15
toolchain_manifestsagent/build.gradle, build.gradle, demo/build.gradle, itest/go.mod
dependency_bot_commit_share0
Cómo se puntúa
45/45Código verificable por tipos — Java (tipado estático)
54.3/55Tamaños de archivo manejables — 1/82 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageJava
largest_source_bytes66.285
source_files_sampled82
oversized_source_files1
Cómo se puntúa
40/40Esquema de API (OpenAPI/GraphQL/proto) — agent/jfr_labels.proto
0/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalno
api_schema_filesagent/jfr_labels.proto

Datos clave

124estrellas de GitHub
22contribuidores
110commits en los últimos 12 meses
4días desde el último push
53versiones publicadas
2factor bus
54issues abiertas
Go, Mavenecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Más detalle

Historial de estrellas y forks 0 ★ / 47 ⇿
0Estrellas
47Forks
51Versiones

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.

010203040504632021-112024-032026-07
Mayor 1Menor 24Parche 26

Cada punto abarca 5 días.

OpenSSF Scorecard 7.5 / 10
7.5agregado

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 · 2026-07-28 08:18 UTC

4Binary-Artifactsbinaries present in source code
6Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 15 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained26 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
Todas las dependencias 0

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 0 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Avisos de dependencias sin evaluar

El cotejo de avisos no pudo ejecutarse para este informe: No resolved dependencies to assess

Informe JSON sin procesar legible por máquina
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          "headline": "fix(security/unknown/itest): update go toolchain directive to v1.26.5…",
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          "headline": "feat: add otel.scope.name otel.scope.version process.runtime.name pro…",
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          "is_bot": true,
          "headline": "fix(security/unknown): update go toolchain directive to v1.26.4 [secu…",
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          "headline": "ci: remove Javadoc GitHub Pages deploy workflow (#318)",
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          "headline": "ci: adopt release-please",
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          "is_bot": true,
          "headline": "fix(security/unknown): update module golang.org/x/net to v0.55.0 [sec…",
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          "is_bot": true,
          "headline": "fix(security/unknown): update module golang.org/x/crypto to v0.52.0 […",
          "author_name": "renovate-sh-app[bot]",
          "author_login": "renovate-sh-app[bot]",
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          "body": "…urity] (#314)\n\n| datasource     | package | from   | to      |\n| -------------- | ------- | ------ | ------- |\n| golang-version | go      | 1.25.6 | 1.25.10 |\n\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(security/unknown): update go toolchain directive to v1.25.10 [sec…",
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          "author_login": "renovate-sh-app[bot]",
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          "headline": "Merge pull request #312 from grafana/alsoba13/migrate-workflows-to-gatb",
          "author_name": "Alberto",
          "author_login": "alsoba13",
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          "headline": "ci: migrate workflows to GATB",
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          "oid": "ef291ccb72408d913bf1fb0044e96184faeaf981",
          "body": "Adds a project-level renovate.json that extends the built-in\nsecurity:only-security-updates preset. Routine version-bump PRs\n(kotlin, junit, mockito, gradle plugins, base images, etc.) will\nno longer be opened; Renovate will still file PRs in response to\nOSV/GHSA advisories.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(renovate): only open PRs for security updates (#308)",
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          "author_login": "korniltsev-grafanista",
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          "body": "| datasource | package          | from    | to      |\n| ---------- | ---------------- | ------- | ------- |\n| go         | golang.org/x/net | v0.48.0 | v0.53.0 |\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update module golang.org/x/net to v0.53.0 (#310)",
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          "body": "* chore(deps): update actions/setup-go action to v6\n\n| datasource  | package          | from | to |\n| ----------- | ---------------- | ---- | -- |\n| github-tags | actions/setup-go | v4   | v6 |\n\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\n\n* Try to \n[…]\nt]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: Aleksandar Petrov <8142643+aleks-p@users.noreply.github.com>",
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          "headline": "chore(deps): update actions/setup-go action to v6 (#266)",
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          "body": "* Add Go integration test for bootstrap classloader injection\n\nVerifies that ProfilerApiHolder is loaded from the bootstrap\nclassloader (not the system classloader) when running with\n-javaagent:pyroscope.jar. This guards against regressions like\nthe one fixed in PR #301, where premature class resolu\n[…]\n 1f1a5c88439d26fc3297292be0177111f20f89c4.\n\n---------\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>\nCo-authored-by: Aleksandar Petrov <8142643+aleks-p@users.noreply.github.com>",
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          "headline": "Add Go integration test for bootstrap classloader injection (#302)",
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          "is_bot": false,
          "headline": "Add unit test (#304)",
          "author_name": "Aleksandar Petrov",
          "author_login": "aleks-p",
          "committed_at": "2026-04-06T11:42:35Z",
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          "body": "…xtension (#301)\n\nMove ProfilerApi publishing logic from PyroscopeAgent into a separate\nProfilerApiPublisher class. When ProfilerApi is referenced directly in\nPyroscopeAgent, the JVM verifier resolves it from the app classloader\nduring premain class loading — before BootstrapApiInjector.inject() has\n[…]\nss that is only\nloaded after bootstrap injection completes, the JVM correctly resolves\nProfilerApi from the bootstrap classloader.\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix bootstrap classloader race causing ClassCastException with OTel e…",
          "author_name": "Aleksandar Petrov",
          "author_login": "aleks-p",
          "committed_at": "2026-04-06T08:12:12Z",
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          "headline": "version 2.5.2 (#300)",
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          "author_login": "pyroscope-development-app[bot]",
          "committed_at": "2026-03-24T17:17:42Z",
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          "oid": "87ce0127edfebd121d8a0d48c11f842243a4a449",
          "body": "…y] (#299)\n\n| datasource | package                | from    | to      |\n| ---------- | ---------------------- | ------- | ------- |\n| go         | google.golang.org/grpc | v1.78.0 | v1.79.3 |\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update module google.golang.org/grpc to v1.79.3 [securit…",
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          "author_login": "renovate-sh-app[bot]",
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          "body": "* Warn when publishing ProfilerApi from a different classloader\n\nBefore unconditionally setting ProfilerApiHolder.INSTANCE, check if\nan existing instance is active from a different classloader. If so,\nlog a warning that multi-classloader profiling is not supported.\n\nSee https://github.com/grafana/ot\n[…]\nROR level for multi-classloader profiling warning\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Log error when profiling is started from multiple classloaders (#297)",
          "author_name": "Tolya Korniltsev YOLO vibecoder",
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          "oid": "63b296b02898833de06f307843abe9e7cb3bf9d2",
          "body": "* support JFR event types\n\n* parsing agent config and setting thresholds",
          "is_bot": false,
          "headline": "support JFR event types (#204)",
          "author_name": "Jaroslaw Palka",
          "author_login": "kcrimson",
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          "headline": "version 2.5.1 (#298)",
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              {
                "key": "forks",
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                "key": "watchers",
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          {
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              "has_readme": true,
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                "key": "license",
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                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
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                "details": [
                  {
                    "code": "license_standard",
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                  {
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              {
                "key": "issue_template",
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                "key": "pr_template",
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        "key": "governance",
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        "name": "Sustainability & Governance",
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            "key": "maintainer_resilience",
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            "note": null,
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                "key": "bus_factor",
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                "key": "commit_distribution",
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                "key": "openssf_scorecard_contributors",
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                "max_points": 10
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          {
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            "value": 71,
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                "key": "issue_resolution",
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
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                "max_points": 30
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                "key": "newcomer_pr_acceptance",
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                "key": "openssf_scorecard_code_review",
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            ]
          },
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            "key": "stewardship",
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                "max_points": 30
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              {
                "key": "verified_domain",
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                "key": "owner_reach",
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                "key": "track_record",
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            "key": "engineering_practices",
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                "key": "ci_workflows",
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                    "code": "ci_workflows",
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                "key": "tests_present",
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                "key": "linter_config",
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              {
                "key": "editorconfig",
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          },
          {
            "key": "documentation",
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            "inputs": {
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        ],
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            "value": 76,
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                "key": "cii_best_practices",
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                "key": "code_review",
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                "key": "contributors",
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              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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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",
                "detail": "26 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
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              {
                "key": "packaging",
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                "detail": "packaging workflow not detected",
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                "status": "excluded",
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                ],
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                "key": "pinned_dependencies",
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              },
              {
                "key": "sast",
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              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
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              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 6
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 75,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "moderate",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 58,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.826,
              "agent_instruction_files": [
                "itest/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 55
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "itest/CLAUDE.md (stub)",
                "points": 18,
                "status": "partial",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "itest/CLAUDE.md"
                    }
                  },
                  {
                    "code": "agent_instructions_stub",
                    "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 46 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 38,
                      "sampled": 46
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.15,
              "toolchain_manifests": [
                "agent/build.gradle",
                "build.gradle",
                "demo/build.gradle",
                "itest/go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Java (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Java"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "15 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 15,
                      "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 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "Java",
              "largest_source_bytes": 66285,
              "source_files_sampled": 82,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Java (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Java"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/82 source files over 60KB",
                "points": 54.3,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 82,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "agent/jfr_labels.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "agent/jfr_labels.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "agent/jfr_labels.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [],
      "labels": [],
      "scores": {
        "network-service": 3
      },
      "primary": null,
      "evidence": [
        {
          "tier": "structure",
          "label": "network-service",
          "source": "api_schema",
          "weight": 3
        }
      ],
      "artifacts": [],
      "confidence": "none",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": false
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T08:18:33.005927Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/grafana/pyroscope-java.svg",
  "full_name": "grafana/pyroscope-java",
  "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 v2.5.0, esquema v0.27.0 — metodología completa · wiki de métricas.

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