Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 2.3.1 · 2026-07-31 01:42 UTC

XiaoConstantine / dspy-go

DSPy Go implementation

GoMIT★ 192 estrellas⑂ 17 forksdesde jul 2024Ver en GitHub ↗
TipoBibliotecacómo se determina

XiaoConstantine/dspy-go tiene un índice de salud de 84 sobre 100, lo que lo sitúa en la banda Excelente. Su puntuación más alta es Vitality (93/100) y la más baja, Community & Adoption (50/100). Se actualizó por última vez hace 1 día. Una sola persona concentra 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

XiaoCuenta personal
61 seguidores137 repositorios públicosdesde dic 2012

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

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
Gogithub.com/XiaoConstantine/dspy-gov0.86.1-116hace 6 días

Métricas por categoría

Vitalidad

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

93Excepcional · 21% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 1 días
24.2/36Cadencia de commits — 35/52 semanas con commits
18/18Volumen de commits — 305 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year305
human_commit_share0,81
days_since_last_push1
active_weeks_last_year35
Cómo se puntúa
27/27Publica versiones — 31 versiones publicadas
36/36Recencia de las versiones — última versión hace 6 días
27/27Cadencia de publicación — una versión cada ~13,6 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count31
latest_release_tagv0.86.1
releases_from_tagsno
days_since_latest_release6
mean_days_between_releases13,6
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

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

50Moderado · 17% del índice global
Cómo se puntúa
37/60Estrellas — 192 estrellas
10/25Forks — 17 forks
2.7/15Observadores — 4 observadores
Datos de entrada utilizados
forks17
stars192
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
readme_badges
has_contributingno
has_issue_templateno
has_code_of_conductno
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?

58Moderado · 23% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
0.2/22.5Distribución de commits — el principal contribuyente firma el 99% de los commits
5.4/13.5Amplitud de contribuyentes — 4 contribuyentes
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Datos de entrada utilizados
bus_factor1
contributors_sampled4
top_contributor_share0,993
Cómo se puntúa
42/42Resolución de issues — 100% de issues cerradas
24/30Aceptación de PR — 202/253 PR decididos fusionados
0/13Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d
0/15OpenSSF Scorecard: Code-Review — Found 0/29 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs202
open_issues0
closed_issues82
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio1
closed_unmerged_prs51
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
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
12.9/25Alcance del propietario — 61 seguidores de XiaoConstantine
25/25Trayectoria — 137 repos públicos, cuenta de ~13 años
Datos de entrada utilizados
followers61
owner_typeUser
is_verified
owner_loginXiaoConstantine
public_repos137
account_age_days4975
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en go
35/35Recencia de publicación — última publicación hace 6 días
20/20Historial de versiones — 116 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/XiaoConstantine/dspy-go
ecosystemsgo
any_deprecatedno
min_days_since_publish6

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

92Excelente · 19% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 5 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .golangci.yml
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 2 out of 2 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://xiaoconstantine.github.io/dspy-go/
10/10Descripción del repositorio
10/10Topics — 7 topics
0/10Wiki
Datos de entrada utilizados
topicsgolang, agent-framework, llms, agents, ai, dspy, workflows
has_wikino
homepagehttps://xiaoconstantine.github.io/dspy-go/
has_readme
has_docs_dir
has_description

Seguridad

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

55Moderado · 16% del índice global
Cómo se puntúa
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — sin datos
2.5/2.5CI-Tests — 2 out of 2 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
0/7.5Code-Review — Found 0/29 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
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 — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
1.5/7.5Vulnerabilities — 8 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4,6
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, packaging, signed_releases. Los pesos restantes se han renormalizado.
Cómo se puntúa
26.6/35Dependencias directas libres de avisos conocidos — 1 afectados: golang.org/x/text v0.37.0 (unknown)
0/25Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
40/40Sin avisos pendientes — ningún aviso lleva público más de 90 días
Datos de entrada utilizados
sourceosv
advisories10
affected_packages8
assessed_packages474
unassessed_packages0
affected_by_severitycritical 1, high 2, unknown 5
direct_affected_packages1
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos. Los pesos restantes se han renormalizado. Se cotejaron 474 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? 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.

77Bueno · 4% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — docs/content/docs/guides/agents.md
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 69 de 81 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,852
agent_instruction_filesdocs/content/docs/guides/agents.md
agent_instruction_max_bytes21.880
Cómo se puntúa
12.6/18Arranque con un solo comando — cmd/dspy-cli/go.mod, go.mod (convención del toolchain, sin ejecutor de tareas)
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .golangci.yml
11/11Verificación estática de tipos — Go (tipado estático)
10/10Entorno reproducible — devcontainer, Dockerfile, lockfile
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
8/8Mantenimiento automatizado — 19 de los últimos 100 commits son actualizaciones automáticas de dependencias
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Datos de entrada utilizados
has_nixno
has_tests
lockfilesgo.sum, package-lock.json
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifestscmd/dspy-cli/go.mod, go.mod
dependency_bot_commit_share0,19
Cómo se puntúa
45/45Código verificable por tipos — Go (tipado estático)
54.1/55Tamaños de archivo manejables — 8/487 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageGo
largest_source_bytes224.004
source_files_sampled487
oversized_source_files8
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples, samples
Datos de entrada utilizados
example_dirsexamples, samples
has_mcp_signalno
api_schema_files

Datos clave

192estrellas de GitHub
4contribuidores
305commits en los últimos 12 meses
1días desde el último push
31versiones publicadas
1factor bus
0issues abiertas
Go, npmecosistemas 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 ★ / 17 ⇿
0Estrellas
17Forks
28Versiones

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.

0481216201712025-032025-112026-07
Mayor 0Menor 15Parche 13

Cada punto abarca 2 días.

OpenSSF Scorecard 4.6 / 10
4.6agregado

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 · 2026-07-31 01:42 UTC

9Binary-Artifactsbinaries present in source code
n/dBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests2 out of 2 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/29 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
2Vulnerabilities8 existing vulnerabilities detected
Dependencias directas 11
RegistroPaqueteRestricción de versiónManifiesto
Gogithub.com/XiaoConstantine/mcp-gov0.3.1go.mod
Gogithub.com/anthropics/anthropic-sdk-gov1.38.0go.mod
Gogithub.com/apache/arrow/go/v13v13.0.0go.mod
Gogithub.com/go-playground/validator/v10v10.30.3go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/mattn/go-sqlite3v1.14.49go.mod
Gogithub.com/sourcegraph/concv0.3.0go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/traefik/yaegiv0.16.1go.mod
Gogolang.org/x/textv0.40.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Todas las dependencias 474

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 14 paquetes directos y 460 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Gogithub.com/anthropics/anthropic-sdk-gov1.38.0directa
Gogithub.com/apache/arrow/go/v13v13.0.0directa
Gogithub.com/go-playground/validator/v10v10.30.2directa
Gogithub.com/go-playground/validator/v10v10.30.3directa
Gogithub.com/google/uuidv1.6.0directa
Gogithub.com/mattn/go-sqlite3v1.14.44directa
Gogithub.com/mattn/go-sqlite3v1.14.49directa
Gogithub.com/sourcegraph/concv0.3.0directa
Gogithub.com/stretchr/testifyv1.11.1directa
Gogithub.com/traefik/yaegiv0.16.1directa
Gogithub.com/xiaoconstantine/mcp-gov0.3.1directa
Gogolang.org/x/textv0.37.0directa
Gogolang.org/x/textv0.40.0directa
Gogopkg.in/yaml.v3v3.0.1directa
Gogithub.com/andybalholm/brotliv1.2.0indirecta
Gogithub.com/apache/thriftv0.23.0indirecta
Gogithub.com/aymanbagabas/go-osc52/v2v2.0.1indirecta
Gogithub.com/bahlo/generic-list-gov0.2.0indirecta
Gogithub.com/buger/jsonparserv1.1.2indirecta
Gogithub.com/charmbracelet/bubblesv0.21.0indirecta
Gogithub.com/charmbracelet/bubbleteav1.3.6indirecta
Gogithub.com/charmbracelet/colorprofilev0.2.3-0.20250311203215-f60798e515dcindirecta
Gogithub.com/charmbracelet/lipglossv1.1.0indirecta
Gogithub.com/charmbracelet/x/ansiv0.9.3indirecta
Gogithub.com/charmbracelet/x/cellbufv0.0.13-0.20250311204145-2c3ea96c31ddindirecta
Gogithub.com/charmbracelet/x/termv0.2.1indirecta
Gogithub.com/davecgh/go-spewv1.1.1indirecta
Gogithub.com/erikgeiser/coninputv0.0.0-20211004153227-1c3628e74d0findirecta
Gogithub.com/fatih/colorv1.13.0indirecta
Gogithub.com/gabriel-vasile/mimetypev1.4.13indirecta
Gogithub.com/go-playground/localesv0.14.1indirecta
Gogithub.com/go-playground/universal-translatorv0.18.1indirecta
Gogithub.com/goccy/go-jsonv0.10.5indirecta
Gogithub.com/golang/snappyv1.0.0indirecta
Gogithub.com/google/flatbuffersv25.9.23+incompatibleindirecta
Gogithub.com/inconshreveable/mousetrapv1.1.0indirecta
Gogithub.com/invopop/jsonschemav0.13.0indirecta
Gogithub.com/johncgriffin/overflowv0.0.0-20211019200055-46fa312c352cindirecta
Gogithub.com/klauspost/asmfmtv1.3.2indirecta
Gogithub.com/klauspost/compressv1.18.0indirecta
Gogithub.com/klauspost/cpuid/v2v2.3.0indirecta
Gogithub.com/leodido/go-urnv1.4.0indirecta
Gogithub.com/lucasb-eyer/go-colorfulv1.2.0indirecta
Gogithub.com/mailru/easyjsonv0.7.7indirecta
Gogithub.com/mattn/go-colorablev0.1.13indirecta
Gogithub.com/mattn/go-isattyv0.0.20indirecta
Gogithub.com/mattn/go-localereaderv0.0.1indirecta
Gogithub.com/mattn/go-runewidthv0.0.16indirecta
Gogithub.com/minio/asm2plan9sv0.0.0-20200509001527-cdd76441f9d8indirecta
Gogithub.com/minio/c2goasmv0.0.0-20190812172519-36a3d3bbc4f3indirecta
Gogithub.com/muesli/ansiv0.0.0-20230316100256-276c6243b2f6indirecta
Gogithub.com/muesli/cancelreaderv0.2.2indirecta
Gogithub.com/muesli/termenvv0.16.0indirecta
Gogithub.com/pierrec/lz4/v4v4.1.22indirecta
Gogithub.com/pmezard/go-difflibv1.0.0indirecta
Gogithub.com/rivo/unisegv0.4.7indirecta
Gogithub.com/spf13/cobrav1.9.1indirecta
Gogithub.com/spf13/pflagv1.0.6indirecta
Gogithub.com/stretchr/objxv0.5.3indirecta
Gogithub.com/tidwall/gjsonv1.18.0indirecta
Gogithub.com/tidwall/matchv1.2.0indirecta
Gogithub.com/tidwall/prettyv1.2.1indirecta
Gogithub.com/tidwall/sjsonv1.2.5indirecta
Gogithub.com/wk8/go-ordered-map/v2v2.1.8indirecta
Gogithub.com/xo/terminfov0.0.0-20220910002029-abceb7e1c41eindirecta
Gogithub.com/zeebo/xxh3v1.0.2indirecta
Gogo.uber.org/multierrv1.11.0indirecta
Gogolang.org/x/cryptov0.52.0indirecta
Gogolang.org/x/cryptov0.53.0indirecta
Gogolang.org/x/expv0.0.0-20251009144603-d2f985daa21bindirecta
Gogolang.org/x/modv0.35.0indirecta
Gogolang.org/x/modv0.37.0indirecta
Gogolang.org/x/netv0.55.0indirecta
Gogolang.org/x/netv0.56.0indirecta
Gogolang.org/x/syncv0.20.0indirecta
Gogolang.org/x/syncv0.22.0indirecta
Gogolang.org/x/sysv0.45.0indirecta
Gogolang.org/x/sysv0.46.0indirecta
Gogolang.org/x/telemetryv0.0.0-20260409153401-be6f6cb8b1faindirecta
Gogolang.org/x/telemetryv0.0.0-20260625142307-59b4966ccb57indirecta
Gogolang.org/x/termv0.43.0indirecta
Gogolang.org/x/toolsv0.44.0indirecta
Gogolang.org/x/toolsv0.47.0indirecta
Gogolang.org/x/xerrorsv0.0.0-20240903120638-7835f813f4daindirecta
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20251202230838-ff82c1b0f217indirecta
Gogoogle.golang.org/grpcv1.79.3indirecta
Gogoogle.golang.org/protobufv1.36.10indirecta
Gogopkg.in/check.v1v1.0.0-20201130134442-10cb98267c6cindirecta
npm@babel/cli7.28.6indirecta
npm@babel/code-frame7.29.7indirecta
npm@babel/compat-data7.29.7indirecta
npm@babel/core7.29.7indirecta
npm@babel/generator7.29.7indirecta
npm@babel/helper-annotate-as-pure7.27.3indirecta
npm@babel/helper-compilation-targets7.29.7indirecta
npm@babel/helper-create-class-features-plugin7.28.6indirecta
npm@babel/helper-create-regexp-features-plugin7.28.5indirecta
npm@babel/helper-define-polyfill-provider0.6.7indirecta
npm@babel/helper-globals7.29.7indirecta
npm@babel/helper-member-expression-to-functions7.28.5indirecta
npm@babel/helper-module-imports7.29.7indirecta
npm@babel/helper-module-transforms7.29.7indirecta
npm@babel/helper-optimise-call-expression7.27.1indirecta
npm@babel/helper-plugin-utils7.29.7indirecta
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Avisos de dependencias 8

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 474 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 8 tienen avisos conocidos, de los cuales 1 son directas.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
google.golang.org/grpcv1.79.3indirectacrítica21.82.1
brace-expansion1.1.13indirectaalta25.0.8
postcss8.5.12indirectaalta18.5.18
golang.org/x/textv0.37.0directadesconocida10.39.0
github.com/klauspost/compressv1.18.0indirectadesconocida11.18.7
golang.org/x/cryptov0.52.0indirectadesconocida1
golang.org/x/cryptov0.53.0indirectadesconocida1
golang.org/x/netv0.55.0indirectadesconocida10.56.0

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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          "author_name": "Xiao Cui",
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          "body": null,
          "is_bot": false,
          "headline": "refactor(agents): canonicalize message tool results",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-23T14:54:40Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "docs(agents): record reusable loop architecture",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
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          "is_bot": false,
          "headline": "fix: address concurrency and optimizer review findings",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T22:26:02Z",
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          "oid": "c61b2c85af1a6a9fbe1b45ce93ff78f8b020acef",
          "body": "…-panic paths with errors\n\nrunOptimizationLoop initialized bestScore to zero, so metrics that\nyield only negative scores never selected any candidate. It now starts\nat -Inf so the first successful trial is always accepted.\n\nTeacher and instruction-generation paths dereferenced models and\nasserted pr\n[…]\n, and nil models\nreturn descriptive errors.\n\nTestMIPRO panicked on main at the nil teacherStudent; the previously\nunreachable subtests now run, with mocks injected where the flow needs\nworking models.",
          "is_bot": false,
          "headline": "fix(optimizers/mipro): accept negative-metric candidates; replace nil…",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
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          "body": "Update, Reset, and Merge invoked watcher callbacks while holding the\nwrite lock, so any watcher calling Get (read lock) deadlocked. Watchers\nare now notified after the lock is released, with the config value that\nwas just installed. Import also notified with an unsynchronized re-read\nof m.config; it\n[…]\ng, letting the updater race them; it now deep-copies via\nthe same YAML round trip as Clone (extracted as cloneConfig).\n\nAdded a watcher-calls-Get deadlock regression test and an Update\ndeep-copy test.",
          "is_bot": false,
          "headline": "fix(config): notify watchers outside the lock; deep-copy in Update",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
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          "oid": "0eb036d4b198db0f17e03eb85a769915ea5c6559",
          "body": "…tories after close\n\nClose previously closed the done channel unconditionally, so a second\ncall panicked. EndTrajectory could also enqueue onto trajectoryQueue\nafter the worker had drained and exited, silently losing work.\n\nClose is now guarded by sync.Once, and enqueues hold a read lock that\nClose \n[…]\n worker: anything queued before close\nis flushed, and EndTrajectory after close falls back to synchronous\nprocessing. Added idempotent-close, end-after-close, and concurrent\nclose/producer race tests.",
          "is_bot": false,
          "headline": "fix(agents/ace): make Manager.Close idempotent and stop losing trajec…",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
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          "oid": "1614068e412f277cb8965cb3d6ba59a48885a022",
          "body": "Three related bugs in ParallelWorkflow.Execute:\n\n- The deferred non-blocking semaphore drain ran on every exit path,\n  including goroutines that never acquired a permit (pre-acquire\n  cancellation, acquire timeout), stealing permits held by running\n  steps and breaking the concurrency bound. Release\n[…]\nd: a send on closed channel panic. wg.Done is now a separate defer\n  registered first (runs last).\n\nAlso uses the goroutine parameter s instead of reaching for the loop\nvariable. go test -race passes.",
          "is_bot": false,
          "headline": "fix(workflows): parallel semaphore correctness",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
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          "oid": "adc9b2af38f4e0ef77c6aa9ff79b9f886174811b",
          "body": "…Close\n\nMemoryCache stored the caller's []byte on Set and returned the backing\narray on Get, so callers could mutate cached data (and race with other\nreaders). Clone at both boundaries with bytes.Clone.\n\nReplacing an existing entry with a larger value adjusted accounting but\nnever evicted, letting a\n[…]\nseChan\nunconditionally and panicked on a second call; guard with sync.Once\n(SQLiteCache caches its db.Close error for repeat calls).\n\nNew ownership/replacement/idempotency tests; go test -race passes.",
          "is_bot": false,
          "headline": "fix(cache): byte-slice ownership, MaxSize on replacement, idempotent …",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
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          "oid": "bb48533e65bc0d7a0366f3b73934bbf8053bfc9b",
          "body": "Three unguarded read paths that race with their locked writers and can\npanic with concurrent map read/write:\n\n- interceptors.AuthorizationInterceptor: SetPolicy wrote the policies\n  map while module/agent/tool interceptors read it unlocked. Add an\n  RWMutex and a getPolicy helper used by all three.\n\n[…]\nansformers unlocked while\n  AddFilter/AddTransformer append under eb.mu. Snapshot both slices\n  under RLock and run user callbacks with the lock released.\n\ngo test -race passes for all three packages.",
          "is_bot": false,
          "headline": "fix: guard shared state that was written under lock but read without one",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
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          "is_coding_agent": false
        },
        {
          "oid": "bc4edc8df1f2c0dfa7ffdbbcb58bb8f4866d63af",
          "body": "reflect.TypeOf returns nil for an untyped nil stored in the map, so\ncalling Kind() panicked. Treat nil actual as a match only when the\nexpected value is also nil. Adds table cases for both nil paths.",
          "is_bot": false,
          "headline": "fix(metrics): AnyMatch no longer panics on nil actual values",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
          "body_truncated": false,
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        },
        {
          "oid": "4e92cef89a594d34d30aeeb3479e9297d469646e",
          "body": "…f nil, nil\n\nCreateEmbedding and CreateEmbeddings returned (nil, nil), falsely\nsatisfying the embedding contract: callers trusting a nil error would\ndereference the nil result and panic. Return an\nerrors.UnsupportedOperation like the other providers do for\nunsupported capabilities (ollama, llamacpp), and update the test to\nassert the error code.",
          "is_bot": false,
          "headline": "fix(llms): Anthropic embeddings return UnsupportedOperation instead o…",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
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          "oid": "03eb84b0074d7c99eb35f0d1eebb7208fb6c2fa4",
          "body": "Follow-up to the any sweep (e57210d), from codex review: the\nmap[string]any -> map[string]interface{} conversion loops in\nworkflows/advanced.go and reactive_test.go became identity copies, and\nan example comment still referenced interface{}. Remove the loops and\nreword/remove the comments. Workflow tests pass.",
          "is_bot": false,
          "headline": "refactor: drop identity map copies and stale interface{} comments",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
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        {
          "oid": "79ecfd3cc8f9083e6aa821077ed6988ca8d1a9a9",
          "body": "… HOME\n\ndownloadDataset wrote straight to the final cache path, so an\ninterrupted download left a partial file that every later EnsureDataset\ncall treated as a valid cached dataset. Download to a temp file in the\nsame directory and rename into place, and bound the request with a\ncontext timeout inst\n[…]\nther errors.\n\nTestEnsureDataset derived the cache dir from the real user home and\nos.RemoveAll'd it, destroying the developer's actual dataset cache on\nevery run; point HOME at t.TempDir via t.Setenv.",
          "is_bot": false,
          "headline": "fix(datasets): atomic downloads, correct stat handling, isolated test…",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
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        },
        {
          "oid": "c2ef8f1d3187fac5c9c8f64fd08f535ac41e61ad",
          "body": "…w chunk handling\n\nLoadGSM8K called log.Fatalf on open/schema/read failures, terminating\nthe host application from library code, and always read rows through\nChunk(0) even though the row index spans the whole table - a\nmulti-chunk parquet table would return wrong data or panic. It also\nignored the S\n[…]\nhelper that\n  iterates every chunk\n- drop the fmt.Println debug noise\n\nLoadHotpotQA leaked its file descriptor (os.Open without Close) and\nprinted errors to stdout; use os.ReadFile and wrapped errors.",
          "is_bot": false,
          "headline": "fix(datasets): return errors instead of killing the process; fix Arro…",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
          "body_truncated": true,
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        },
        {
          "oid": "25b0044cc99737819166212b5777bc52eaab1d74",
          "body": "NewSQLiteStore appended ?cache=shared&mode=memory to every DSN, so a\ncaller passing a filesystem path silently got an in-memory database\nand lost all data on close. Only apply the shared-cache in-memory DSN\nfor \":memory:\"; open file paths as regular databases.\n\nAlso:\n- StoreWithTTL upsert now refres\n[…]\n- Store upsert clears expires_at, so a plain overwrite is durable\n- close the DB handle when schema init fails in the constructor\n\nAdds reopen-persistence, TTL-refresh, and TTL-clear regression tests.",
          "is_bot": false,
          "headline": "fix(agents/memory): make file-backed SQLite stores actually persist",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
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          "oid": "a75b4863a1221641483f2bd19ef056dde87d3f43",
          "body": "Mechanical sweep via gofmt -r 'interface{} -> any'. No behavior change;\nany has been the idiomatic spelling since Go 1.18 and the repo targets\nGo 1.25. 281 files, both root and cmd/dspy-cli modules build clean and\nall package tests pass.",
          "is_bot": false,
          "headline": "refactor: replace interface{} with any across the repo",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
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          "body": "… to 10.30.3 (#331)\n\nbuild(deps): bump github.com/go-playground/validator/v10\n\nBumps [github.com/go-playground/validator/v10](https://github.com/go-playground/validator) from 10.30.2 to 10.30.3.\n- [Release notes](https://github.com/go-playground/validator/releases)\n- [Commits](https://github.com/go-\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump github.com/go-playground/validator/v10 from 10.30.2…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T20:29:25Z",
          "body_truncated": true,
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        {
          "oid": "c056ad124f0cf310f847de105b103c7747881e52",
          "body": "Bumps [actions/setup-node](https://github.com/actions/setup-node) from 6 to 7.\n- [Release notes](https://github.com/actions/setup-node/releases)\n- [Commits](https://github.com/actions/setup-node/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-node\n  dependency-version: '\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/setup-node from 6 to 7 (#328)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T14:55:49Z",
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        },
        {
          "oid": "8cb8c3ae2c675a96790f75a639bcfb3fab904729",
          "body": "Bumps [actions/setup-go](https://github.com/actions/setup-go) from 6 to 7.\n- [Release notes](https://github.com/actions/setup-go/releases)\n- [Commits](https://github.com/actions/setup-go/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-go\n  dependency-version: '7'\n  depen\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/setup-go from 6 to 7 (#329)",
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        {
          "oid": "a5cc5cf63f8564fa4a92f575461429a88f56084d",
          "body": "… (#327)\n\nBumps [github.com/mattn/go-sqlite3](https://github.com/mattn/go-sqlite3) from 1.14.44 to 1.14.48.\n- [Release notes](https://github.com/mattn/go-sqlite3/releases)\n- [Commits](https://github.com/mattn/go-sqlite3/compare/v1.14.44...v1.14.48)\n\n---\nupdated-dependencies:\n- dependency-name: githu\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump github.com/mattn/go-sqlite3 from 1.14.44 to 1.14.48…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T14:51:51Z",
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          "is_coding_agent": false
        },
        {
          "oid": "66a37f288cf1d539c9a6b1bb09a7d2f60c676c2b",
          "body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 6.0.0 to 7.0.0.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/c\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump codecov/codecov-action from 6.0.0 to 7.0.0 (#308)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T14:51:36Z",
          "body_truncated": true,
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        {
          "oid": "f85d586b240f2b874a517394fc8537bd35b9e36e",
          "body": "Bumps [golang.org/x/text](https://github.com/golang/text) from 0.37.0 to 0.40.0.\n- [Release notes](https://github.com/golang/text/releases)\n- [Commits](https://github.com/golang/text/compare/v0.37.0...v0.40.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/text\n  dependency-version: 0.40\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump golang.org/x/text from 0.37.0 to 0.40.0 (#325)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T14:51:22Z",
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          "oid": "1fb778d985e01707cb7c730fd93c65a9a04dd51f",
          "body": null,
          "is_bot": false,
          "headline": "fix(deps): update Apache Thrift",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-19T01:47:22Z",
          "body_truncated": false,
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        {
          "oid": "06c9c45ec0ed0d1dadf630ab2f22723c932bfb20",
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          "is_bot": false,
          "headline": "fix(deps): update vulnerable dependencies",
          "author_name": "Xiao Cui",
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          "committed_at": "2026-07-19T01:43:47Z",
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          "oid": "10b4de3855c5451c560d3745c91eef66183254d6",
          "body": null,
          "is_bot": true,
          "headline": "build(deps): bump actions/checkout from 6 to 7 (#316)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-21T23:15:25Z",
          "body_truncated": false,
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        },
        {
          "oid": "9c25dc6a024e83abba2f80ac38c5a2fc648dc41f",
          "body": "… (#307)\n\nBumps [github.com/mattn/go-sqlite3](https://github.com/mattn/go-sqlite3) from 1.14.44 to 1.14.45.\n- [Release notes](https://github.com/mattn/go-sqlite3/releases)\n- [Commits](https://github.com/mattn/go-sqlite3/compare/v1.14.44...v1.14.45)\n\n---\nupdated-dependencies:\n- dependency-name: githu\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump github.com/mattn/go-sqlite3 from 1.14.44 to 1.14.45…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-05T19:20:16Z",
          "body_truncated": true,
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          "oid": "34760d4829e2d0f355d7c0e5b6203d8cc8bfb6f4",
          "body": "… to 10.30.3 (#306)\n\nbuild(deps): bump github.com/go-playground/validator/v10\n\nBumps [github.com/go-playground/validator/v10](https://github.com/go-playground/validator) from 10.30.2 to 10.30.3.\n- [Release notes](https://github.com/go-playground/validator/releases)\n- [Commits](https://github.com/go-\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump github.com/go-playground/validator/v10 from 10.30.2…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-03T14:31:22Z",
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        {
          "oid": "add37558fc9e59e5b00c6606d000383520fd3819",
          "body": "Resolves three open Dependabot alerts:\n\n* GHSA on apache/thrift TFramedTransport integer overflow:\n  bump indirect dep v0.22.0 -> v0.23.0 in go.mod and\n  cmd/dspy-cli/go.mod (alerts #37, #38).\n* GHSA-qh2h-chj9-jffq on @babel/plugin-transform-modules-systemjs\n  arbitrary code generation: pin to ^7.29\n[…]\na docs/package.json\n  overrides and update docs/package-lock.json entry (alert #39).\n\ngo mod tidy on cmd/dspy-cli also synced indirect versions with the\nroot module via the existing replace directive.",
          "is_bot": false,
          "headline": "deps: patch dependabot security alerts (#300)",
          "author_name": "Xiao",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-05-13T19:20:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6229d0031850c24a51b815de8260adae6a94e1f6",
          "body": null,
          "is_bot": false,
          "headline": "core: use reflect pointer kind constant",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-05-13T13:39:14Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "b7095406b0c0e41d23b4052be94ca4bd58f9f138",
          "body": null,
          "is_bot": false,
          "headline": "rlm: add model-specific prompt policies",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-05-13T13:34:20Z",
          "body_truncated": false,
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        {
          "oid": "1aae4ef5cb1e18aae9c54bcfedf311cdcfba9871",
          "body": null,
          "is_bot": false,
          "headline": "rlm: enforce total sub-rlm budget across tree",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-05-13T13:34:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8714cad2beb7f8bbe2f946835933a076a994e56c",
          "body": null,
          "is_bot": false,
          "headline": "rlm: enable default full-context query guard",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-05-13T13:32:48Z",
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          "is_coding_agent": false
        },
        {
          "oid": "47f89afafdaa3fc735f854f716bec44148f9868a",
          "body": "Bumps [golang.org/x/text](https://github.com/golang/text) from 0.35.0 to 0.36.0.\n- [Release notes](https://github.com/golang/text/releases)\n- [Commits](https://github.com/golang/text/compare/v0.35.0...v0.36.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/text\n  dependency-version: 0.36\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump golang.org/x/text from 0.35.0 to 0.36.0 (#286)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-30T22:35:22Z",
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        {
          "oid": "bccd85fd567f10e788d78a443d778e7c8977e340",
          "body": "… (#294)\n\nBumps [github.com/mattn/go-sqlite3](https://github.com/mattn/go-sqlite3) from 1.14.42 to 1.14.44.\n- [Release notes](https://github.com/mattn/go-sqlite3/releases)\n- [Commits](https://github.com/mattn/go-sqlite3/compare/v1.14.42...v1.14.44)\n\n---\nupdated-dependencies:\n- dependency-name: githu\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump github.com/mattn/go-sqlite3 from 1.14.42 to 1.14.44…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-29T20:25:51Z",
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        {
          "oid": "ed9e648c33ef8ba9a67bb150322f953c31a2e40d",
          "body": "docs: bump postcss to >=8.5.10 to fix XSS advisory\n\nAdds an npm `overrides` entry pinning postcss to ^8.5.10 so the\ntransitive resolution moves off the vulnerable 8.5.6 (Dependabot\nalert #36, GHSA on </style> unescaped CSS stringify output).",
          "is_bot": false,
          "headline": "docs: bump postcss to >=8.5.10 (Dependabot #36) (#293)",
          "author_name": "Xiao",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-04-29T14:10:00Z",
          "body_truncated": false,
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        {
          "oid": "c3cd51d73779c8d888fb00c538288de581eec2be",
          "body": "…to 1.38.0 (#292)\n\nbuild(deps): bump github.com/anthropics/anthropic-sdk-go\n\nBumps [github.com/anthropics/anthropic-sdk-go](https://github.com/anthropics/anthropic-sdk-go) from 1.33.0 to 1.38.0.\n- [Release notes](https://github.com/anthropics/anthropic-sdk-go/releases)\n- [Changelog](https://github.c\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump github.com/anthropics/anthropic-sdk-go from 1.33.0 …",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-27T20:32:04Z",
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        {
          "oid": "d420a9479fc7d4e99444aa16bec27a8c2d45622e",
          "body": "Bumps [softprops/action-gh-release](https://github.com/softprops/action-gh-release) from 2 to 3.\n- [Release notes](https://github.com/softprops/action-gh-release/releases)\n- [Changelog](https://github.com/softprops/action-gh-release/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/softprops/\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump softprops/action-gh-release from 2 to 3 (#287)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-27T20:31:42Z",
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        {
          "oid": "f2fe9ffe923710b52a7f2f208f74903c7bf81b34",
          "body": null,
          "is_bot": false,
          "headline": "Update LLM model support",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-04-25T21:16:48Z",
          "body_truncated": false,
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        {
          "oid": "87c77ac59e6849b8d17ceb7987d440c114c27fb9",
          "body": "Signed-off-by: Azanul <azanulhaque@gmail.com>",
          "is_bot": false,
          "headline": "Allow flat error message for OpenAI compatible providers (#291)",
          "author_name": "Azanul Haque",
          "author_login": "Azanul",
          "committed_at": "2026-04-22T23:44:37Z",
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        },
        {
          "oid": "982c7431b17279ff492a7418d7e551fb0a8187cc",
          "body": null,
          "is_bot": false,
          "headline": "rlm: add replay workflow docs and examples",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-04-22T14:05:44Z",
          "body_truncated": false,
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        {
          "oid": "8fdb658ab8b3b182a8192d41d440639f6a7e0102",
          "body": null,
          "is_bot": false,
          "headline": "Allow empty declared GEPA text targets",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-04-20T20:22:41Z",
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          "oid": "c3c36094032a27ef77e815269c4c4c904f6623bf",
          "body": null,
          "is_bot": false,
          "headline": "Finish core registry split",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-04-16T23:45:04Z",
          "body_truncated": false,
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "Add optimized agent programs and structured RLM replay",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-04-15T02:36:04Z",
          "body_truncated": false,
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        },
        {
          "oid": "27f6e436d901cb7bf40561c379630406035c56e6",
          "body": null,
          "is_bot": false,
          "headline": "fix lint",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-04-12T02:43:58Z",
          "body_truncated": false,
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        },
        {
          "oid": "27a7aa7b8234c36cac5c37a038165ed9b1316836",
          "body": null,
          "is_bot": false,
          "headline": "update gitignore",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-04-12T02:42:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba6e1e44d8b964f67d4ce27e18a59c97cf34c41d",
          "body": "Use pkg/errors for domain and runtime contract failures in BaseModule, Program, OptimizerRegistry, ParseSignature, and Refine while keeping stdlib sentinels and fmt.Errorf wrappers for generic cases. Add focused tests that pin the resulting DSPy error codes so future cleanup does not silently revert these paths.",
          "is_bot": false,
          "headline": "Normalize core runtime error handling",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-04-12T02:29:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ea52f625618ebf5dee3a812e962a9b54d89face",
          "body": "Replace remaining exported and runtime-facing map[string]interface{} usages in the touched core and module surfaces with map[string]any. This keeps the API behavior unchanged while making the public interfaces and active module implementations consistent with the newer style used elsewhere in the codebase.",
          "is_bot": false,
          "headline": "Standardize core map types to any",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-04-12T02:16:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2647e55307002e87b995de7206e49ecf761c0a98",
          "body": "Keep Program's non-mutating methods on value receivers to avoid downstream source breakage while retaining the AddModule nil-map guard for zero-value Programs.",
          "is_bot": false,
          "headline": "Preserve Program value API",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-04-12T02:02:23Z",
          "body_truncated": false,
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                "detail": "a release every ~13.6 days",
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                "max_points": 27
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                "key": "openssf_scorecard_signed_releases",
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                "max_points": 10
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          {
            "key": "abandonment",
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            "value": 100,
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                "key": "project_is_still_maintained",
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                "detail": "last human commit 9 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
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                "max_points": 100
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        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 50,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "forks": 17,
              "stars": 192,
              "watchers": 4,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
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                "key": "stars",
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                "points": 37,
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                "details": [
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                    "code": "stars",
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                ],
                "max_points": 60
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              {
                "key": "forks",
                "name": "Forks",
                "detail": "17 forks",
                "points": 10,
                "status": "partial",
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                    "code": "forks",
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                "max_points": 25
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              {
                "key": "watchers",
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                "max_points": 15
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          },
          {
            "key": "community_health",
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            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "has_pull_request_template": false
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            "components": [
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                "key": "readme",
                "name": "README",
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                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
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              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
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                  {
                    "code": "license_spdx",
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                      "spdx": "MIT"
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                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "issue_template",
                "name": "Issue template",
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                "points": 0,
                "status": "missed",
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                "max_points": 7.2
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              {
                "key": "pr_template",
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                "status": "missed",
                "details": [],
                "max_points": 6.3
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 58,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 15,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 4,
              "top_contributor_share": 0.993
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
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                    "code": "bus_factor",
                    "params": {
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                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 99% of commits",
                "points": 0.2,
                "status": "partial",
                "details": [
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                    "code": "top_contributor_share",
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                      "share": 99
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
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                "points": 5.4,
                "status": "partial",
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                    "code": "contributors_sampled",
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            "value": 76,
            "inputs": {
              "merged_prs": 202,
              "open_issues": 0,
              "closed_issues": 82,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
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              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 51,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 42,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
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                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "202/253 decided PRs merged",
                "points": 24,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 202,
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
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                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 60,
            "inputs": {
              "followers": 61,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "XiaoConstantine",
              "public_repos": 137,
              "account_age_days": 4975
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
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                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "61 followers of XiaoConstantine",
                "points": 12.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 61,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "137 public repos, account ~13 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 137
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
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                  }
                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 6
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            "components": [
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                "key": "published_resolvable",
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                "detail": "1 package(s) on go",
                "points": 25,
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                "details": [
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                    "code": "packages_published",
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                  }
                ],
                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 6 days ago",
                "points": 35,
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                "details": [
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                    "code": "publish_recency",
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                ],
                "max_points": 35
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              {
                "key": "version_history",
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                "detail": "116 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
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                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
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        "name": "Engineering Quality",
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        "weight": 0.19,
        "metrics": [
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            "key": "engineering_practices",
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            "note": null,
            "notes": [],
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            "inputs": {
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
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                "status": "met",
                "details": [
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                    "code": "ci_workflows",
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                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
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                "points": 24,
                "status": "met",
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "status": "met",
                "details": [
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                "max_points": 16
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              {
                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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                "status": "missed",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
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            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
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            "components": [
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                "key": "readme",
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              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
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              {
                "key": "documentation_homepage_site",
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                "max_points": 15
              },
              {
                "key": "repository_description",
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                "points": 10,
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              {
                "key": "topics",
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                "name": "Wiki",
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                "points": 0,
                "status": "missed",
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "metrics": [
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                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 46,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
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            "components": [
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                "status": "partial",
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                "key": "branch_protection",
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                "points": 0,
                "status": "excluded",
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                "max_points": 7.5
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                "key": "ci_tests",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
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              {
                "key": "code_review",
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                "detail": "Found 0/29 approved changesets -- score normalized to 0",
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              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 1 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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
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                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "8 existing vulnerabilities detected",
                "points": 1.5,
                "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 474 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": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 474
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 89,
            "inputs": {
              "source": "osv",
              "advisories": 10,
              "affected_packages": 8,
              "assessed_packages": 474,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 2, unknown 5",
              "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",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "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": 474,
              "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",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": 77,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.852,
              "agent_instruction_files": [
                "docs/content/docs/guides/agents.md"
              ],
              "agent_instruction_max_bytes": 21880
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "docs/content/docs/guides/agents.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/content/docs/guides/agents.md"
                    }
                  }
                ],
                "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": "69 of 81 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 69,
                      "sampled": 81
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "cmd/dspy-cli/go.mod",
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.19
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "cmd/dspy-cli/go.mod, go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "cmd/dspy-cli/go.mod, go.mod"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "19 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 19,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 224004,
              "source_files_sampled": 487,
              "oversized_source_files": 8
            },
            "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": "8/487 source files over 60KB",
                "points": 54.1,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 487,
                      "oversized": 8
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "samples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, samples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? 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": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6,
        "framework": 2
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 6
        },
        {
          "tier": "tags",
          "label": "framework",
          "source": "tag:agent-framework",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T01:42:34.760040Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/x/XiaoConstantine/dspy-go.svg",
  "full_name": "XiaoConstantine/dspy-go",
  "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 v2.3.1, esquema v0.27.0 — metodología completa · wiki de métricas.

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