Registro públicoBueno
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-27 20:49 UTC
github / gh-aw-mcpg
Github Agentic Workflows MCP Gateway
github/gh-aw-mcpg tiene un índice de salud de 74 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (88/100) y la más baja, Community & Adoption (65/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.
74
global / 100Índice 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.
74
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)
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
GitHubOrganización
80.903 seguidores556 repositorios públicosdesde may 2008
Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.
Ecosistemas de paquetes
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación |
|---|---|---|---|---|---|
| Go | github.com/github/gh-aw-mcpg | v0.4.6 | - | 214 | hace 0 días |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
88
Actividad de desarrollo
87Excelente
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 0 días |
| 22.8/36 | Cadencia de commits — 33/52 semanas con commits |
| 18/18 | Volumen de commits — 6653 commits en el último año |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Datos de entrada utilizados
| commits_last_year | 6653 |
| human_commit_share | 0,4 |
| days_since_last_push | 0 |
| active_weeks_last_year | 33 |
Disciplina de publicación
90Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 100 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 0 días |
| 27/27 | Cadencia de publicación — una versión cada ~3,2 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Datos de entrada utilizados
| releases_count | 100 |
| latest_release_tag | v0.4.6 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 3,2 |
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
65
Popularidad y adopción
48En riesgo
Cómo se puntúa
| 35.3/60 | Estrellas — 152 estrellas |
| 12.5/25 | Forks — 33 forks |
| 0/15 | Observadores — 2 observadores |
Datos de entrada utilizados
| forks | 33 |
| stars | 152 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
85Excelente
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (MIT) |
| 18/18 | Guía CONTRIBUTING |
| 13.5/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 0/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| has_contributing | sí |
| has_issue_template | no |
| has_code_of_conduct | sí |
| has_pull_request_template | no |
Sostenibilidad y Gobernanza
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
69
Resiliencia de mantenedores (factor bus)
30En riesgo
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 0.7/22.5 | Distribución de commits — el principal contribuyente firma el 97% de los commits |
| 10.8/13.5 | Amplitud de contribuyentes — 8 contribuyentes |
| 10/10 | OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 8 |
| top_contributor_share | 0,969 |
Cómo se puntúa
| 46.7/46.8 | Resolución de issues — 100% de issues cerradas |
| 31.9/38.3 | Aceptación de PR — 1958/2348 PR decididos fusionados |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/1 approved changesets -- score normalized to 0 |
Datos de entrada utilizados
| merged_prs | 1958 |
| open_issues | 9 |
| closed_issues | 7611 |
| issue_closed_ratio | 0,999 |
| closed_unmerged_prs | 390 |
Propiedad y custodia
80Bueno
Cómo se puntúa
| 30/30 | Respaldo de la propiedad — propiedad de una organización |
| 0/20 | Dominio verificado |
| 25/25 | Alcance del propietario — 80.903 seguidores de github |
| 25/25 | Trayectoria — 556 repos públicos, cuenta de ~18 años |
Datos de entrada utilizados
| followers | 80.903 |
| owner_type | Organization |
| is_verified | — |
| owner_login | github |
| public_repos | 556 |
| account_age_days | 6651 |
Mantenimiento de paquetes
100Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en go |
| 35/35 | Recencia de publicación — última publicación hace 0 días |
| 20/20 | Historial de versiones — 214 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | github.com/github/gh-aw-mcpg |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 0 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
76
Prácticas de ingeniería
84Bueno
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 45 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 16/16 | Configuración de linter — .golangci.yml |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | sí |
| has_precommit_config | no |
Documentación
65Moderado
Cómo se puntúa
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 0/15 | Sitio de documentación / página del proyecto |
| 10/10 | Descripción del repositorio |
| 0/10 | Topics |
| 0/10 | Wiki |
Datos de entrada utilizados
| topics | — |
| has_wiki | no |
| homepage | — |
| has_readme | sí |
| has_docs_dir | sí |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
69
Postura de seguridad
64Moderado
Cómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/1 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 4 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Licencia — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 4.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 6,5 |
Avisos de dependencias
89Excelente
Cómo se puntúa
| 26.6/35 | Dependencias directas libres de avisos conocidos — 1 afectados: golang.org/x/text v0.37.0 (unknown) |
| 0/25 | Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance |
| 40/40 | Sin avisos pendientes — ningún aviso lleva público más de 90 días |
Datos de entrada utilizados
| source | osv |
| advisories | 2 |
| affected_packages | 2 |
| assessed_packages | 51 |
| unassessed_packages | 0 |
| affected_by_severity | unknown 2 |
| direct_affected_packages | 1 |
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos. Los pesos restantes se han renormalizado. Se cotejaron 51 dependencias resueltas con OSV. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. No se analiza la alcanzabilidad.
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.
86
Contexto y guía para agentes
85Excelente
Cómo se puntúa
| 45/45 | Instrucciones para agentes — AGENTS.md |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 40/40 | Historial de commits legible — 36 de 40 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,9 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 30.309 |
Cómo se puntúa
| 18/18 | Arranque con un solo comando — Makefile, guards/github-guard/Makefile |
| 22/22 | Pruebas automatizadas |
| 11/11 | Configuración de lint / formato — .golangci.yml |
| 11/11 | Verificación estática de tipos — Go (tipado estático) |
| 10/10 | Entorno reproducible — devcontainer, Dockerfile, lockfile |
| 10/10 | Práctica demostrada con agentes — 19 de los últimos 100 commits con autoría o crédito de agente |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 9/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | Cargo.lock, go.sum |
| has_dockerfile | sí |
| typed_language | sí |
| bootstrap_files | Makefile, guards/github-guard/Makefile |
| has_devcontainer | sí |
| has_linter_config | sí |
| typecheck_configs | — |
| agent_commit_share | 0,19 |
| toolchain_manifests | go.mod, guards/github-guard/rust-guard/Cargo.toml, test/serena-mcp-tests/samples/go_project/go.mod |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
99Excelente
Cómo se puntúa
| 45/45 | Código verificable por tipos — Go (tipado estático) |
| 54.3/55 | Tamaños de archivo manejables — 6/473 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Go |
| largest_source_bytes | 223.744 |
| source_files_sampled | 473 |
| oversized_source_files | 6 |
Interfaces legibles por máquina
60Moderado
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 20/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — samples |
Datos de entrada utilizados
| example_dirs | samples |
| has_mcp_signal | sí |
| api_schema_files | — |
Datos clave
152estrellas de GitHub
8contribuidores
6653commits en los últimos 12 meses
0días desde el último push
100versiones publicadas
1factor bus
9issues abiertas
Goecosistemas 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 ★ / 33 ⇿
0Estrellas
33Forks
100Versiones
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.
Mayor 0Menor 4Parche 96
OpenSSF Scorecard 6.5 / 10
6.5agregado
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 9 out of 9 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/1 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 4 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 9 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 9 |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
Dependencias directas 13
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| Go | github.com/BurntSushi/toml | v1.6.0 | go.mod |
| Go | github.com/modelcontextprotocol/go-sdk | v1.6.1 | go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | go.mod |
| Go | golang.org/x/term | v0.43.0 | go.mod |
| Go | github.com/itchyny/gojq | v0.12.19 | go.mod |
| Go | github.com/santhosh-tekuri/jsonschema/v6 | v6.0.2 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | github.com/tetratelabs/wazero | v1.12.0 | go.mod |
| Go | go.opentelemetry.io/otel | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/sdk | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/trace | v1.44.0 | go.mod |
| Go | golang.org/x/text | v0.37.0 | go.mod |
Todas las dependencias 51
Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 13 paquetes directos y 38 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.
| Registro | Paquete | Versión | Relación |
|---|---|---|---|
| Go | github.com/burntsushi/toml | v1.6.0 | directa |
| Go | github.com/itchyny/gojq | v0.12.19 | directa |
| Go | github.com/modelcontextprotocol/go-sdk | v1.6.1 | directa |
| Go | github.com/santhosh-tekuri/jsonschema/v6 | v6.0.2 | directa |
| Go | github.com/spf13/cobra | v1.10.2 | directa |
| Go | github.com/stretchr/testify | v1.11.1 | directa |
| Go | github.com/tetratelabs/wazero | v1.12.0 | directa |
| Go | go.opentelemetry.io/otel | v1.44.0 | directa |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp | v1.44.0 | directa |
| Go | go.opentelemetry.io/otel/sdk | v1.44.0 | directa |
| Go | go.opentelemetry.io/otel/trace | v1.44.0 | directa |
| Go | golang.org/x/term | v0.43.0 | directa |
| Go | golang.org/x/text | v0.37.0 | directa |
| crates.io | itoa | 1.0.17 | indirecta |
| crates.io | memchr | 2.7.6 | indirecta |
| crates.io | proc-macro2 | 1.0.106 | indirecta |
| crates.io | quote | 1.0.44 | indirecta |
| crates.io | serde | 1.0.228 | indirecta |
| crates.io | serde_core | 1.0.228 | indirecta |
| crates.io | serde_derive | 1.0.228 | indirecta |
| crates.io | serde_json | 1.0.149 | indirecta |
| crates.io | syn | 2.0.114 | indirecta |
| crates.io | unicode-ident | 1.0.22 | indirecta |
| crates.io | zmij | 1.0.17 | indirecta |
| Go | github.com/cenkalti/backoff/v5 | v5.0.3 | indirecta |
| Go | github.com/cespare/xxhash/v2 | v2.3.0 | indirecta |
| Go | github.com/davecgh/go-spew | v1.1.1 | indirecta |
| Go | github.com/go-logr/logr | v1.4.3 | indirecta |
| Go | github.com/go-logr/stdr | v1.2.2 | indirecta |
| Go | github.com/google/jsonschema-go | v0.4.3 | indirecta |
| Go | github.com/google/uuid | v1.6.0 | indirecta |
| Go | github.com/grpc-ecosystem/grpc-gateway/v2 | v2.29.0 | indirecta |
| Go | github.com/inconshreveable/mousetrap | v1.1.0 | indirecta |
| Go | github.com/itchyny/timefmt-go | v0.1.8 | indirecta |
| Go | github.com/pmezard/go-difflib | v1.0.0 | indirecta |
| Go | github.com/segmentio/asm | v1.1.3 | indirecta |
| Go | github.com/segmentio/encoding | v0.5.4 | indirecta |
| Go | github.com/spf13/pflag | v1.0.9 | indirecta |
| Go | github.com/yosida95/uritemplate/v3 | v3.0.2 | indirecta |
| Go | go.opentelemetry.io/auto/sdk | v1.2.1 | indirecta |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace | v1.44.0 | indirecta |
| Go | go.opentelemetry.io/otel/metric | v1.44.0 | indirecta |
| Go | go.opentelemetry.io/proto/otlp | v1.10.0 | indirecta |
| Go | golang.org/x/net | v0.55.0 | indirecta |
| Go | golang.org/x/oauth2 | v0.36.0 | indirecta |
| Go | golang.org/x/sys | v0.45.0 | indirecta |
| Go | google.golang.org/genproto/googleapis/api | v0.0.0-20260526163538-3dc84a4a5aaa | indirecta |
| Go | google.golang.org/genproto/googleapis/rpc | v0.0.0-20260526163538-3dc84a4a5aaa | indirecta |
| Go | google.golang.org/grpc | v1.82.1 | indirecta |
| Go | google.golang.org/protobuf | v1.36.11 | indirecta |
| Go | gopkg.in/yaml.v3 | v3.0.1 | indirecta |
Avisos de dependencias 2
Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 51 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 2 tienen avisos conocidos, de los cuales 1 son directas.
| Paquete | Versión | Relación | Gravedad | Avisos | Corregido en |
|---|---|---|---|---|---|
| golang.org/x/text | v0.37.0 | directa | desconocida | 1 | 0.39.0 |
| golang.org/x/net | v0.55.0 | indirecta | desconocida | 1 | 0.56.0 |
Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.
Informe JSON sin procesar legible por máquina
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"kind": "patch",
"published_at": "2026-07-24T00:23:48Z"
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"tag": "v0.4.4",
"kind": "patch",
"published_at": "2026-07-23T14:48:29Z"
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{
"tag": "v0.4.3",
"kind": "patch",
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"body": "…d rate limit\n\nAdd two tests to handler_difc_test.go that use the recording tracer\n(newRecordingProxyHandler) to verify the difcSpan.IsRecording() branches:\n\n- TestHandleWithDIFC_AccessDenied_RecordsSpanEvent: verifies that a DIFC\n coarse-check block emits a 'difc.access_denied' span event with a r\n[…]\nin handleWithDIFC. Coverage for\nhandleWithDIFC improved from 90.0% to 95.0%, and total proxy package\ncoverage from 94.4% to 95.0%.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
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"headline": "test(proxy): add span event recording tests for DIFC access denied an…",
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"body": "## Test Coverage Improvement: logger fallback init helpers\n\n### Functions Analyzed\n\n- **Package**: `internal/logger`\n- **Functions**:\n - `logFallbackWarnings`\n - `fallbackLoggerOnInitError`\n - `silentFallbackLoggerOnInitError`\n - `strictLoggerOnInitError`\n- **Previous Coverage**: 0% (no direct t\n[…]\ner, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30210904844 -->\n\n<!-- gh-aw-workflow-id: test-coverage-improver -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/test-coverage-improver\n-->",
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"headline": "[test] Add tests for logger fallback init helper functions (#10122)",
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"headline": "ci: upgrade GitHub Actions to latest versions (#10127)",
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"headline": "fix: correct indentation on assert.Same line in fallback_init_helpers…",
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"oid": "7806cbbdaca5323993d8869e70dd877b0f2b1176",
"body": "- actions/checkout: v5 (93cb6ef) → v7.0.1 (3d3c42e5aac5ba805825da76410c181273ba90b1)\n- actions/setup-go: v6 (4dc6199) → v7.0.0 (b7ad1dad31e06c5925ef5d2fc7ad053ef454303e)\n- actions/upload-artifact: v4 (ea165f8) → v7.0.1 (043fb46d1a93c77aae656e7c1c64a875d1fc6a0a)\n- actions-rust-lang/setup-rust-toolchain: v1.15.3 (a0b538f) → v1.17.0 (166cdcfd11aee3cb47222f9ddb555ce30ddb9659)\n\nCloses #10112",
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"oid": "653c850ab42d860e1530dabef8585006f4115702",
"body": "…tics (#10086)\n\nSemantic clustering flagged low-effort cleanup opportunities: thin\npersistence wrappers in logger internals and potential confusion between\ntwo env-expansion paths with different failure semantics. This PR\napplies those targeted refactors without changing behavior.\n\n- **Logger intern\n[…]\nSON(...)` directly after\nremoving `writeToFile()`.\n\n```go\n// Before\nreturn tl.writeToFile()\n\n// After\nreturn tl.writeJSON(tl.data, 0644)\n```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10083",
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"oid": "58e9557e16ff38e652cb81ed27b1468ded4b93fa",
"body": "## Summary\n\nImproved test coverage for `internal/launcher` package from **96.8% →\n97.3%**.\n\n## File Analyzed\n\n`internal/launcher/getorlaunchforsession_test.go` and\n`internal/launcher/launcher_runtime_test.go`\n\n## Improvements Made\n\n### New tests in `getorlaunchforsession_test.go`\n\n- **`TestGetOrLaun\n[…]\now_id:\ntest-improver, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30180448413 -->\n\n<!-- gh-aw-workflow-id: test-improver -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/test-improver -->",
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"oid": "1863c403c28da848871ed0cf8474fdee3c9914e3",
"body": "Add direct unit tests for four package-private helpers in\ninternal/logger/global_helpers.go that had no direct test coverage:\n\n- logFallbackWarnings: verify two WARNING lines are printed with the\n expected error message and fallback description\n- fallbackLoggerOnInitError: verify warnings are emitt\n[…]\nenario-based, use captureStdLog for\nstderr capture, and follow the testify patterns established by the\nrest of the logger package.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
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"headline": "Align logger docs and test names with writeJSON refactor",
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"body": "…NTS.md (#10085)",
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"headline": "doc: add MCP_GATEWAY_API_KEY and MCP_GATEWAY_CONTAINER_RUNTIME to AGE…",
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"oid": "4b7bcc8c484702dc611503aa84ce096e76a2306a",
"body": "…ctStdioCommand\n\n- Add TestGetOrLaunchForSession_ServerNotFound to cover ErrServerNotFound path\n- Add TestGetOrLaunchForSession_HTTPBackendRecordsStart to cover HTTP backend\n recordStart path and verify server state tracking\n- Add TestGetOrLaunchForSession_DoubleCheckLockPoolHit to exercise pool ca\n[…]\ntable\n- Add TestNew_RunningInContainer to cover container detection log branch in New()\n\nCoverage: internal/launcher 96.8% → 97.3%\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
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"headline": "test(launcher): improve coverage for GetOrLaunchForSession and isDire…",
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"oid": "e53395eac55c939fee47bc2fc214a503eb7c320e",
"body": "…ch (#10081)",
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"headline": "[test] Add tests for util.RandomBigInt zero-result normalization bran…",
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"oid": "e224e89ca90d061ffa5466c9d2ea0873d87e37e8",
"body": "Extract randomBigIntFromRandFunc internal helper to make the\nastronomically-rare zero-result defensive branch testable via\ndependency injection. Add TestRandomBigIntFromRandFunc covering:\n- zero bits error path\n- rand function error wrapping\n- normal positive result passthrough\n- zero result normalized to 1 (previously untestable branch)\n\nCoverage improvement: internal/util 97.8% → 99.3%\nRandomBigInt: 77.8% → 100%\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
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"headline": "Add tests for util.RandomBigInt zero-result normalization branch",
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{
"oid": "880f8dc35533084ff71daded793413ce142af294",
"body": "…eport (#10062)\n\nSix doc/code mismatches identified by the nightly reconciliation\nworkflow — operators could misconfigure or misread guarantees based on\nthe existing text.\n\n## README.md\n\n- **`--otlp-sample-rate` has no env-var fallback** — unlike\n`--otlp-endpoint` (`OTEL_EXPORTER_OTLP_ENDPOINT`) and\n[…]\nid\"},\n\"mcpServers\": {\"github\": {\"type\": \"stdio\", \"container\":\n\"ghcr.io/github/github-mcp-server:latest\"}}\n }' | ./awmg --config-stdin\n ```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10028",
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"headline": "docs: fix 6 documentation discrepancies from nightly reconciliation r…",
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"oid": "e81dde58c57a1eaa8eca49de55b8182b2c97f632",
"body": "… security policy (#10061)\n\nAddresses 9 of the 16 findings from the semantic function clustering\nanalysis: outlier functions in wrong packages, unnecessary thin\nwrappers, and scattered helpers that violate the import/responsibility\nhierarchy.\n\n## Outlier functions relocated\n\n- **A1** `WriteSimpleHea\n[…]\nh-remapping logic; no clean fit in `logger/fileutil.go` |\n| B5 `generateRandomSpanID` | Already uses `util.RandomBytes` — no\naction needed |\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10019",
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"headline": "refactor: move outlier functions, eliminate thin wrappers, centralize…",
"author_name": "Landon Cox",
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"committed_at": "2026-07-25T15:03:50Z",
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{
"oid": "4bb58d17ded1b58958b12bfe1eb3280a664e7d03",
"body": "…uard boilerplate (#10059)\n\nThe config validation code repeated the same\nnil-check-before-dereference pattern ~5 times across\n`validation_gateway.go` and `validation_server.go`, with no shared\nabstraction — increasing bug risk (forgetting the nil guard on new\nfields) and making the validation functi\n[…]\nrn err\n}\n```\n\nAdding a new optional `*int` field now requires a single\n`validateOptionalInt` call rather than a copy-pasted nil-guard block.\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10044",
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"headline": "refactor(config): add validateOptionalInt to eliminate repeated nil-g…",
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"body": null,
"is_bot": true,
"headline": "docs: clarify otlp sample-rate config support",
"author_name": "copilot-swe-agent[bot]",
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"committed_at": "2026-07-25T14:51:53Z",
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{
"oid": "caa5f16630755faa43fa32fc7b02da6f8aefb8cc",
"body": "The `/health` endpoint was advertising spec version `1.14.0` despite the\nimplementation already being fully compliant with spec 1.15.0 (which\nadded `forcePublicRepos`, Write-Sink Guard Policy, and Cross-Visibility\nOpt-Out — all already shipped).\n\n## Change\n\n- **`internal/server/unified.go`**: bump t\n[…]\nn = \"1.15.0\"\n```\n\nThe existing `health_test.go` assertion references the constant\ndirectly, so it automatically validates the correct value.\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10020",
"is_bot": false,
"headline": "chore: bump MCPGatewaySpecVersion to 1.15.0 (#10060)",
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"body": "…ve duplication",
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"headline": "refactor: semantic function clustering - move outlier functions, remo…",
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"oid": "68464af0e1fa8625c9b78a1b9ab16f59ac22da6f",
"body": "…rd duplication\n\nAdds a generic `validateOptionalInt(ptr *int, logMsg string, validateFn func(int) *ValidationError) error` helper to `internal/config/validation_rules.go` that consolidates the repeated nil-check-before-dereference pattern for optional `*int` fields in config validation.\n\n- Correctl\n[…]\n is handled inline in the closure, preserving existing semantics.\n- Adds `TestValidateOptionalInt` covering nil pointer, valid value, invalid value, and the zero-sentinel guard pattern.\n\nCloses #10044",
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"oid": "eb290f8a30949c69b69b59f57783eebe25fb7ec1",
"body": "## Summary\n\nAdds a missing test case to `internal/util/truncate_test.go` that covers\nthe stage-2 early-return branch in `TruncateRunes`.\n\n## File Analyzed\n\n`internal/util/truncate_test.go` / `internal/util/truncate.go`\n\n## Improvement Made\n\n`TruncateRunes` has three stages:\n1. **Fast path**: `len(s)\n[…]\now_id:\ntest-improver, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30135335670 -->\n\n<!-- gh-aw-workflow-id: test-improver -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/test-improver -->",
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"headline": "[test-improver] Improve tests for util (TruncateRunes) (#10032)",
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"oid": "53cf7851fa7a64ba6048b8fb60d847723acbb415",
"body": "- README.md: clarify `--otlp-sample-rate` has no env-var fallback (#1)\n- README.md: state CLI enforces --config or --config-stdin via MarkFlagsOneRequired (#3)\n- README.md: improve schema-required fields phrasing to be more precise (#4)\n- CONTRIBUTING.md: change 'Go 1.26.4 or later' to 'Go 1.26.4' (#5)\n- CONTRIBUTING.md: qualify container port-mapping validation as conditional (#2)\n- CONTRIBUTING.md: update JSON stdin example to include required gateway fields (#6)\n\nCloses #10028",
"is_bot": true,
"headline": "docs: fix 6 documentation discrepancies found in nightly reconciliation",
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"headline": "chore: bump MCPGatewaySpecVersion to 1.15.0",
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"body": "…registry.go (#10029)\n\nAdds 3 targeted debug logging calls to\n`internal/server/tool_registry.go` using the existing `logUnified`\nlogger:\n\n- **`registerSysTool`**: logs the tool name when each sys tool is\nregistered, making startup traces easier to follow when debugging which\nsys tools were added.\n- \n[…]\n4763, workflow_id:\ngo-logger, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30134314763 -->\n\n<!-- gh-aw-workflow-id: go-logger -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/go-logger -->",
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"body": "Add a table-driven test case that covers the stage-2 early return in\nTruncateRunes: when len(s) > maxRunes (fast-path fails) but\nutf8.RuneCountInString(s) <= maxRunes (actual rune count fits), the\nfunction should return the string unchanged.\n\nExample: \"日本語\" (9 bytes, 3 runes) with maxRunes=4 — byte count\nexceeds the limit so the fast path is skipped, but the rune count (3)\nis within the limit so the string is returned as-is.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
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"body": "…kage (#9998)\n\n🤖 *This is an automated PR from Repo Assist.*\n\nAddresses the duplication pattern reported in #9966: two callers were\nindependently asserting `m[\"isError\"].(bool)` from raw MCP result maps.\nThis extracts that into a shared `mcpresult.IsErrorResult` helper so the\nkey name `\"isError\"` is\n[…]\nworkflow_id:\nrepo-assist, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30095480391 -->\n\n<!-- gh-aw-workflow-id: repo-assist -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/repo-assist -->",
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"body": "…ry.go\n\nLog sys tool registration by name and log dispatch of sys tool calls,\nincluding a warning path for unknown tool names. These debug points help\ntrace sys tool lifecycle during startup and request handling.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
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"body": "main added its own mcpresult.IsErrorResult; remove this branch's\nduplicate function and test file to fix the redeclaration build error.\n\nCo-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>\nCopilot-Session: fcad8d0a-2218-4fa2-9f67-19f8b2f59dc7",
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"body": "…ases (#9973)\n\nGuard coverage reported unresolved DIFC labeling gaps where newly\nintroduced `*_ff_fields_param` and issue-dependency feature-flag tool\nnames could fall through default labeling instead of inheriting\ncanonical repo/resource-scoped labels. This change aligns those aliases\nwith their ca\n[…]\ndency_write\"\n| \"issue_dependency_write_ff_issue_dependencies\"\n| \"pin_issue\" | \"transfer_issue\" | \"unpin_issue\" => { /* existing body */ }\n```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #9963",
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"body": "… command overrides (#10003)\n\nThis change removes the hard Docker-daemon assumption for stdio MCP\nserver launches by introducing runtime selection (`docker`/`podman`) and\nruntime-command overrides, while preserving the existing stdio\nparent/child transport model. Default behavior remains Docker-comp\n[…]\n]\n },\n \"mcpServers\": {\n \"github\": {\n \"type\": \"stdio\",\n \"container\": \"ghcr.io/github/github-mcp-server:latest\"\n }\n }\n}\n```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10002",
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"body": "This updates the CLI’s Cobra integration in a few low-risk places called\nout by the module review: completion registration now handles errors\nconsistently, the proxy listen default is named instead of inlined, and\n`awmg proxy --policy` now provides shell ActiveHelp guidance for JSON\ninput.\n\n- **Comp\n[…]\n}}'\"),\n\t\tcobra.ShellCompDirectiveNoFileComp\n}); err != nil {\n\tlogProxyCmd.Printf(\"Failed to register completion for --policy: %v\", err)\n}\n```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #9980",
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"body": "…tIntegrityLevel, formatSecrecyLevel (#10004)\n\n## Test Coverage Improvement: `difc/violations.go`\n\n### Function Analyzed\n\n- **Package**: `internal/difc`\n- **File**: `violations.go`\n- **Previous Coverage**: 0% (no test file existed)\n- **Functions covered**: `ViolationError.Error`,\n`ViolationError.Det\n[…]\ner, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30111060325 -->\n\n<!-- gh-aw-workflow-id: test-coverage-improver -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/test-coverage-improver\n-->",
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"headline": "Fix response-level DIFC alias dispatch parity",
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"headline": "refactor: use mcpresult.IsErrorResult in tool result conversion",
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"headline": "Potential fix for pull request finding",
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"committed_at": "2026-07-24T19:25:32Z",
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"oid": "a42172c439e8dc8699be9585de62adf0cc8c9038",
"body": "… (#9984)\n\nThe Rust guard had no direct unit coverage for three security-sensitive\n`apply_tool_labels` policy arms: private user metadata, public\nGitHub-controlled metadata, and repository security advisories. This\nalso trims an internal backend helper that was exposed more broadly than\nits call sit\n[…]\n], String::new(),\n&ctx);\n\n assert_eq!(secrecy, private_user_label());\n assert_eq!(integrity, project_github_label(&ctx));\n }\n ```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #9981",
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"headline": "Add Rust guard coverage for GitHub-controlled/advisory label policies…",
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"body": "Visibility-related code paths were normalizing strings inline in\nmultiple packages using the same trim+lowercase pattern. This refactor\ncentralizes that logic so sink visibility and related policy fields\nnormalize consistently from one helper.\n\n- **What changed**\n - Added a shared helper:\n ```go\n[…]\nrmalizeStringCI(configuredVisibility)\n if actual == RepoVisibilityPublic && configured != \"public\" {\n \treturn \"public\", true, nil\n }\n ```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #9965",
"is_bot": false,
"headline": "Extract shared case-insensitive visibility normalizer (#9972)",
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"headline": "test: resolve difc lint failures from duplicate test names",
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"oid": "0462d70c7dfe37dc4dec5313cd87bc9a387e83f9",
"body": "… (#9971)\n\nThe raw MCP tool-result `isError` bool assertion was duplicated in tool\nresult conversion and rate-limit detection. This change centralizes that\ncheck in `internal/mcpresult` so raw-result handling has a single source\nof truth.\n\n- **Shared raw-result helper**\n- Add `mcpresult.IsErrorResul\n[…]\n maps\n\nExample:\n\n```go\nfunc IsErrorResult(result map[string]interface{}) bool {\n\tisError, _ := result[\"isError\"].(bool)\n\treturn isError\n}\n```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #9966",
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"body": "## Schema URL Update\n\nUpdates the MCP Gateway JSON schema validation URL from the previous\nversion to `v0.83.1`.\n\n### Files Changed\n\n- `internal/config/validation_errors.go` — `SchemaURL` constant updated\nto `v0.83.1`\n- `internal/config/validation_schema_test.go` — hardcoded schema URL\nupdated to `v\n[…]\npg/actions/runs/30065166553 -->\n\n<!-- gh-aw-expires-type: pull-request -->\n\n<!-- gh-aw-workflow-id: nightly-schema-updater -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/nightly-schema-updater\n-->",
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"headline": "🔄 chore: update gh-aw schema URL to v0.83.1 (#9967)",
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"oid": "3cde72fb823311001a30fb7bfa4c9a44f0a8d7c6",
"body": "…formatIntegrityLevel, formatSecrecyLevel)\n\nAdd comprehensive unit tests for violations.go, which had no test coverage:\n\n- TestViolationError_Error_Secrecy: all secrecy violation message paths\n- TestViolationError_Error_Integrity: write/read violation paths with/without missing tags\n- TestViolationE\n[…]\nix, unknown tags\n- TestFormatSecrecyLevel: private:scope, plain private, longest scope wins,\n empty scope edge case, unknown tags\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
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"oid": "ca7f0b9441e3f68ae141aeab110932192a557451",
"body": "Addresses the duplication reported in #9966: two callers independently\nasserted m[\"isError\"].(bool) from raw MCP result maps. Extract this\ninto mcpresult.IsErrorResult so the key name 'isError' is defined in\na single location.\n\n- Add mcpresult.IsErrorResult(map[string]interface{}) bool\n- Use it in s\n[…]\nresult.go already uses the\n typed SDK struct path, so it does not need the helper)\n- Add table-driven unit test for IsErrorResult\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
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"headline": "Polish cobra policy completion tests",
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"oid": "6a9bbf2165c617ee6796d8ce871cb0791c430aa1",
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"headline": "docs: fix documentation discrepancies from nightly reconciliation rep…",
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"headline": "Upgrade gh-aw extension to v0.83.2 pre-release and recompile workflow…",
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"oid": "0554fd4a16e671ba6d711fdbe4cfee9c2b464c59",
"body": "- Upgraded gh-aw extension from v0.83.0 to v0.83.2\n- Updated GitHub Actions versions:\n - astral-sh/setup-uv: v8.3.2 → v9.0.0\n - docker/login-action: v4.4.0 → v4.5.0\n - github/gh-aw-actions/setup: v0.82.14 → v0.83.2\n - ruby/setup-ruby: v1.319.0 → v1.321.0\n - github/codeql-action/upload-sarif: v4.37.1 → v4.37.3\n - github/gh-aw-actions/setup-cli: v0.82.14 → v0.83.2\n- Recompiled all workflows\n- Updated actions-lock.json\n\nCo-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>",
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"headline": "Upgrade gh-aw extension to v0.83.2 pre-release and recompile workflows",
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}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
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},
{
"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",
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"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 65,
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"homepage": null,
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{
"key": "readme",
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"detail": null,
"points": 30,
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},
{
"key": "documentation_directory",
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"detail": null,
"points": 25,
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"details": [],
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},
{
"key": "documentation_homepage_site",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "repository_description",
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"detail": null,
"points": 10,
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{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 69,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": null,
"notes": [],
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"inputs": {
"source": "openssf_scorecard",
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"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 6.5
},
"components": [
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"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 2.2,
"status": "partial",
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"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
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"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": [],
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{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/1 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 4 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
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},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
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{
"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 0 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
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{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 9",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is run on all commits",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "2 existing vulnerabilities detected",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 51 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
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}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
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"inputs": {
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"advisories": 2,
"affected_packages": 2,
"assessed_packages": 51,
"unassessed_packages": 0,
"affected_by_severity": "unknown 2",
"direct_affected_packages": 1
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "1 affected: golang.org/x/text v0.37.0 (unknown)",
"points": 26.6,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 1,
"packages": "golang.org/x/text v0.37.0 (unknown)"
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
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"points": 40,
"status": "met",
"details": [
{
"code": "advisories_none_stale",
"params": {
"days": 90
}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 51,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
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"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
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"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": 10
},
"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",
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}
],
"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": "excellent",
"name": "AI Readiness",
"value": 86,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
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"inputs": {
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"legible_history_share": 0.9,
"agent_instruction_files": [
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"code": "file_list",
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{
"key": "machine_readable_docs_llms_txt",
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{
"key": "legible_commit_history",
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"code": "legible_history",
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]
},
{
"key": "ai_verify_loop",
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"inputs": {
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"go.sum"
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"code": "file_list",
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{
"key": "automated_tests",
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{
"key": "lint_format_config",
"name": "Lint / format config",
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"status": "met",
"details": [
{
"code": "file_list",
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],
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{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
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"status": "met",
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"code": "statically_typed_language",
"params": {
"language": "Go"
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],
"max_points": 11
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{
"key": "reproducible_environment",
"name": "Reproducible environment",
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"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "devcontainer, Dockerfile, lockfile"
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],
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{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
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"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
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}
],
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{
"key": "automated_maintenance",
"name": "Automated maintenance",
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"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 9",
"points": 9,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
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"inputs": {
"primary_language": "Go",
"largest_source_bytes": 223744,
"source_files_sampled": 473,
"oversized_source_files": 6
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "6/473 source files over 60KB",
"points": 54.3,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
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"kb": 60,
"sampled": 473,
"oversized": 6
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
"samples"
],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "samples"
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}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-27T20:49:49.333490Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/github/gh-aw-mcpg.svg",
"full_name": "github/gh-aw-mcpg",
"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 v0.27.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — Go.