Registro públicoModerado
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-24 20:44 UTC
hung12ct / gopheragent
Go/Golang multi-agent LLM framework — ReAct loops, parallel tool calls, streaming, sub-agents, and pluggable Anthropic / OpenAI / Gemini providers.
hung12ct/gopheragent tiene un índice de salud de 57 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Engineering Quality (80/100) y la más baja, Community & Adoption (27/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.
57
global / 100Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.
57
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación
Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
Titularidad
hung12ctCuenta personal
1 seguidor9 repositorios públicosdesde mar 2019
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
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación |
|---|---|---|---|---|---|
| Go | github.com/hung12ct/gopheragent | v0.34.0 | - | 54 | hace 0 días |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
78
Actividad de desarrollo
72Bueno
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 0 días |
| 7.6/36 | Cadencia de commits — 11/52 semanas con commits |
| 18/18 | Volumen de commits — 339 commits en el último año |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Datos de entrada utilizados
| commits_last_year | 339 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 11 |
Disciplina de publicación
88Excelente
Cómo se puntúa
| 16.2/27 | Publica versiones — 54 etiquetas de versión (sin releases de GitHub) |
| 36/36 | Recencia de las versiones — última versión hace 0 días |
| 27/27 | Cadencia de publicación — una versión cada ~7,3 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 54 |
| latest_release_tag | v0.34.0 |
| releases_from_tags | sí |
| days_since_latest_release | 0 |
| mean_days_between_releases | 7,3 |
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?
27
Popularidad y adopción
1Crítico
Cómo se puntúa
| 0/60 | Estrellas — 2 estrellas |
| 0/25 | Forks — 0 forks |
| 0/15 | Observadores — 0 observadores |
Datos de entrada utilizados
| forks | 0 |
| stars | 2 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
57Moderado
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (Apache-2.0) |
| 0/18 | Guía CONTRIBUTING |
| 0/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 6.3/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | sí |
Sostenibilidad y Gobernanza
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
50
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 0/22.5 | Distribución de commits — el principal contribuyente firma el 100% de los commits |
| 1.4/13.5 | Amplitud de contribuyentes — 1 contribuyentes |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Cómo se puntúa
| 0/46.8 | Resolución de issues — sin issues o sin datos |
| 38/38.3 | Aceptación de PR — 132/133 PR decididos fusionados |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/8 approved changesets -- score normalized to 0 |
Datos de entrada utilizados
| merged_prs | 132 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 1 |
Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues. Los pesos restantes se han renormalizado.
Propiedad y custodia
39En riesgo
Cómo se puntúa
| 10/30 | Respaldo de la propiedad — cuenta personal (usuario) |
| 0/20 | Dominio verificado — no aplicable a cuentas de usuario |
| 2.2/25 | Alcance del propietario — 1 seguidores de hung12ct |
| 19.3/25 | Trayectoria — 9 repos públicos, cuenta de ~7 años |
Datos de entrada utilizados
| followers | 1 |
| owner_type | User |
| is_verified | — |
| owner_login | hung12ct |
| public_repos | 9 |
| account_age_days | 2692 |
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Mantenimiento de paquetes
100Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en go |
| 35/35 | Recencia de publicación — última publicación hace 0 días |
| 20/20 | Historial de versiones — 54 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | github.com/hung12ct/gopheragent |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 0 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
80
Prácticas de ingeniería
84Bueno
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 1 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 16/16 | Configuración de linter — .golangci.yml |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | sí |
| has_precommit_config | no |
Documentación
75Bueno
Cómo se puntúa
| 30/30 | README |
| 0/25 | Directorio de documentación |
| 15/15 | Sitio de documentación / página del proyecto — https://pkg.go.dev/github.com/hung12ct/gopheragent |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 19 topics |
| 10/10 | Wiki |
Datos de entrada utilizados
| topics | agent, ai-agent, anthropic, framework, gemini, go, golang, llm, multi-agent, openai, chatbot, agent-framework, agentic, agents, ai-agents, function-calling, llm-framework, multiagent, tool-use |
| has_wiki | sí |
| homepage | https://pkg.go.dev/github.com/hung12ct/gopheragent |
| has_readme | sí |
| has_docs_dir | no |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
45
Postura de seguridad
45En riesgo
Cómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 6 out of 6 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/8 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Licencia — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — sin datos |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — sin datos |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 0/7.5 | Vulnerabilities — 32 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4,5 |
Excluidos de la puntuación (sin datos o no aplicable): packaging, signed_releases. Los pesos restantes se han renormalizado.
Preparación para IA
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.
62
Contexto y guía para agentes
40En riesgo
Cómo se puntúa
| 0/45 | Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 40/40 | Historial de commits legible — 99 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,99 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Cómo se puntúa
| 18/18 | Arranque con un solo comando — Makefile |
| 22/22 | Pruebas automatizadas |
| 11/11 | Configuración de lint / formato — .golangci.yml |
| 11/11 | Verificación estática de tipos — Go (tipado estático) |
| 10/10 | Entorno reproducible — lockfile |
| 0/10 | Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100 |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | go.sum |
| has_dockerfile | no |
| typed_language | sí |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | sí |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
100Excelente
Cómo se puntúa
| 45/45 | Código verificable por tipos — Go (tipado estático) |
| 55/55 | Tamaños de archivo manejables — 0/243 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Go |
| largest_source_bytes | 44.792 |
| source_files_sampled | 243 |
| oversized_source_files | 0 |
Interfaces legibles por máquina
40En riesgo
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 0/20 | Servidor MCP |
| 40/40 | Ejemplos ejecutables — examples |
Datos de entrada utilizados
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Datos clave
2estrellas de GitHub
1contribuidores
339commits en los últimos 12 meses
0días desde el último push
54versiones publicadas
1factor bus
0issues abiertas
Goecosistemas de paquetes
Advertencias de recopilación de datos
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Más detalle
OpenSSF Scorecard 4.5 / 10
4.5agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 6 out of 6 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/8 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/d | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/d | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 0 | Vulnerabilities | 32 existing vulnerabilities detected |
Dependencias directas 8
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| Go | github.com/anthropics/anthropic-sdk-go | v1.27.1 | go.mod |
| Go | github.com/go-sql-driver/mysql | v1.9.3 | go.mod |
| Go | github.com/joho/godotenv | v1.5.1 | go.mod |
| Go | github.com/sashabaranov/go-openai | v1.41.2 | go.mod |
| Go | go.opentelemetry.io/otel | v1.29.0 | go.mod |
| Go | go.opentelemetry.io/otel/trace | v1.29.0 | go.mod |
| Go | google.golang.org/genai | v1.52.1 | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
Todas las dependencias no recopilado
No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Informe JSON sin procesar legible por máquina
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"headline": "chore(ci): enforce golangci-lint in CI; add PR and issue templates",
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{
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"is_bot": false,
"headline": "fix(eval): sanitize JUnit control chars; align Markdown skip label",
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"body": "A schema-compliant judge returning verdict:pass but omitting score yielded\nscore=0, which could fail a PassPolicy.MinScore gate despite passing.",
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"headline": "fix(eval): require score in judge verdict schema",
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"body": "Greedy first-fit false-negatived when heterogeneous arg matchers shared a\ntool name (AnyArgs consuming the call a stricter matcher needed). Kuhn's\nmaximum bipartite matching finds a valid assignment when one exists.",
"is_bot": false,
"headline": "fix(eval): use bipartite matching for unordered/subset trajectories",
"author_name": "Hung Nguyen",
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"committed_at": "2026-07-24T11:07:16Z",
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"body": "buildProvider silently downgraded to the mock when LLM_PROVIDER was set\nbut construction failed (missing key), letting CI pass a real suite —\nincluding LLM judges — against a stub. Now it errors instead.",
"is_bot": false,
"headline": "fix(eval): fail when a named provider cannot be built",
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"is_bot": false,
"headline": "feat(eval): assert human-in-the-loop approval gates",
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"author_login": "hung12ct",
"committed_at": "2026-07-24T10:47:16Z",
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"headline": "docs(readme): add evaluation harness section and example",
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"author_login": "hung12ct",
"committed_at": "2026-07-24T10:38:08Z",
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},
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"oid": "824a19ab65d506de4084b79b6c05ddf6d329020d",
"body": "cmd/gopherevals runs a YAML suite against a builder agent (provider from\nenv, doubling as judge), writes JSON/JUnit/Markdown, and exits non-zero\nbelow threshold; -save-transcripts/-from-transcripts give a two-phase\nrun-then-regrade flow. Adds Runner.OnTranscript, examples/agent_eval\n(deterministic go-test + suite/agent YAML + CI recipe), and\ntest-eval/eval-example make targets.",
"is_bot": false,
"headline": "feat(eval): gopherevals CLI, example suite, and Makefile targets",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-07-24T10:37:27Z",
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"body": "LoadSuite/ParseSuiteBytes compile a declarative suite (multi-turn plus\nsingle-turn shorthand) into graders; the judge provider is injected in Go,\nnever named in YAML. SuiteValidationError reports every problem at once.",
"is_bot": false,
"headline": "feat(eval): YAML suite loader with aggregated validation",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
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"body": "WriteTranscripts/ReadTranscripts (streaming JSONL), GradeRecorded re-runs\ngraders over stored transcripts without re-running the agent, and\nTaskFromHistory scaffolds a golden Task from a recorded session.",
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"headline": "feat(eval): transcript persistence, re-grade, and session capture",
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"headline": "feat(eval): JSON, JUnit XML, and Markdown report writers",
"author_name": "Hung Nguyen",
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"body": "Judge grades a transcript against a rubric via agent.GenerateJSONInto,\nsampling N times and majority-voting (ties->fail, all-unknown->Unknown\nescape hatch, malformed samples dropped). IncludeTrajectory switches on\nevidence discipline; prompt trajectory is middle-truncated.",
"is_bot": false,
"headline": "feat(eval): LLM-as-judge grader with N-sample majority vote",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-07-24T10:25:41Z",
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{
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"body": "Runner.RunSuite executes tasks/trials with a channel-semaphore pool into\npre-indexed slots (no result mutex), computes pass@k/pass^k, applies\nPassPolicy, and recovers grader panics. RunT drives a suite as go subtests.\nAdds report structs (SuiteReport/TaskReport/TrialReport/TurnReport).",
"is_bot": false,
"headline": "feat(eval): suite runner with bounded concurrency and RunT adapter",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
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"body": "Trajectory() over tool-call records: strict, in_order (subsequence),\nunordered, subset, superset. Arg matchers ArgsExact/ArgsSubset/ArgsRegex/\nAnyArgs; partial-credit scoring and positional diffs.",
"is_bot": false,
"headline": "feat(eval): trajectory grader with five match modes",
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"body": "New pkg/eval: Task/Turn/Suite/PassPolicy, Target + WrapLoop adapter,\nCapture (stream->Transcript with tool-result join), and code graders\n(Contains/Regexp/Exact/NoError/All/Any).",
"is_bot": false,
"headline": "feat(eval): transcript capture and core grader types",
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"author_login": "hung12ct",
"committed_at": "2026-07-24T10:18:27Z",
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"body": "GitHub/Google tokenize \"multi-agent\" and \"multiagent\" differently; the README\nonly used the hyphenated form, so the common no-hyphen query missed it. Add the\nvariant once in the opening sentence.\n\nClaude-Session: https://claude.ai/code/session_01N8KU1eBMd5ECQhoxqZr2wk",
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"headline": "docs: add \"multiagent\" spelling for search discoverability",
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"author_login": "hung12ct",
"committed_at": "2026-07-21T05:06:08Z",
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"body": "The LICENSE body had been paraphrased (§4 and §9 wording changed), so GitHub\nreported the license as NOASSERTION — no badge, excluded from license-filtered\nsearch, and legally a modified (non-standard) license. Restore the verbatim\nApache-2.0 text from apache.org so it detects correctly and is a valid Apache\nlicense again. Only the appendix copyright line carries the project's name.\n\nClaude-Session: https://claude.ai/code/session_01N8KU1eBMd5ECQhoxqZr2wk",
"is_bot": false,
"headline": "chore: restore canonical Apache-2.0 LICENSE text",
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"author_login": "hung12ct",
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"body": "refactor(llm)!: split providers into per-vendor subpackages + sampling controls",
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"headline": "Merge pull request #130 from hung12ct/refactor/llm-provider-subpackages",
"author_name": "hung12ct",
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"committed_at": "2026-07-18T18:37:46Z",
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"body": "…) + sampling controls",
"is_bot": false,
"headline": "docs(changelog): v0.33.0 — pkg/llm per-provider subpackages (breaking…",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-07-18T18:36:26Z",
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{
"oid": "30a780c156b013ef017fc09122c0e191f8075893",
"body": "…import alias",
"is_bot": false,
"headline": "docs(llm): fix stale NewOpenAICompatProvider ref; drop redundant SDK …",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-07-18T18:33:16Z",
"body_truncated": false,
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},
{
"oid": "ab860ae75e5bfd9f300ac3a8b60fa1b145a5b4cb",
"body": "pkg/llm/anthropic, pkg/llm/openai, pkg/llm/gemini — importing one vendor no\nlonger links the other two SDKs. Adds WithTemperature/WithTopP (+ WithSeed on\nOpenAI/Gemini) sampling options. Breaking: import paths and constructor names.",
"is_bot": false,
"headline": "refactor(llm)!: split providers into per-vendor subpackages",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-07-18T18:20:01Z",
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},
{
"oid": "37765a6607b72fd858daa1e40d2b05d047621455",
"body": "feat(builder): OKF frontmatter parsing and type/tag filtering for kno…",
"is_bot": false,
"headline": "Merge pull request #129 from hung12ct/feat/okf-knowledge-base-filtering",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-06-30T15:10:55Z",
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},
{
"oid": "177fa1268d9ff588d5c3ed6d4e6aa0b9ef3cd875",
"body": "…wledge base\n\nStrip YAML frontmatter from injected docs, surface type/title/tags as\n<file> attributes, and add KBFilter to load only matching concepts.\nZero filter preserves existing load-all behavior.",
"is_bot": false,
"headline": "feat(builder): OKF frontmatter parsing and type/tag filtering for kno…",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-30T15:08:56Z",
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{
"oid": "6c245a4ae6cd7334d3c4432777f476e3ec5bf9d7",
"body": "…nt-result\n\nfix(agent): anti-loop counts same-args streak regardless of result",
"is_bot": false,
"headline": "Merge pull request #128 from hung12ct/fix/anti-loop-same-args-differe…",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-06-29T07:49:06Z",
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{
"oid": "876d2ffcdb18c3659fcb8041709cc6dea13f8ea8",
"body": "Sub-agent tools wrap their own LLM, so identical args yield a different\nresult hash each run; the same-args counter no longer requires a matching\nresult, so such loops now warn and hard-stop instead of running to MaxIters.",
"is_bot": false,
"headline": "fix(agent): anti-loop counts same-args streak regardless of result",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-29T07:47:21Z",
"body_truncated": false,
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{
"oid": "3027fc6278d6922ee4e35b957729e339612672bd",
"body": "… redactor",
"is_bot": false,
"headline": "docs(changelog): v0.32.0 — PlanProposal payload (breaking) + SQL cell…",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-06T16:55:44Z",
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{
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"body": "feat(sql-agent): WithCellRedactor to mask result values before the LLM",
"is_bot": false,
"headline": "Merge pull request #127 from hung12ct/feat/sql-agent-cell-redactor",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-06-06T16:54:26Z",
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{
"oid": "47c1bdde40e836f1cb427c02b8c469a3a5e9fb86",
"body": "Adds an opt-in per-cell redactor applied to the model-facing preview only.\nIt deep-copies the redacted rows, so OnSQL, tools.Result.Structured, and the\nhost grid keep full-fidelity values while the model sees masked ones. nil\n(default) is a zero-allocation no-op.",
"is_bot": false,
"headline": "feat(sql-agent): WithCellRedactor to mask result values before the LLM",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-06T16:50:57Z",
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{
"oid": "079db5d909bdbcf9be9f235cbe6f3a830c241296",
"body": "feat(agent)!: structured plan payload via PlanProposal",
"is_bot": false,
"headline": "Merge pull request #126 from hung12ct/feat/structured-plan-payload",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-06-06T05:35:13Z",
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{
"oid": "f68fee2d0c96ffda1b663024f0a0a0d28b4e719d",
"body": "ConfirmPlanFunc now takes PlanProposal{Plan, RawArgs} instead of a plain\nstring, so a host registering a structured exit_plan_mode tool can\nunmarshal typed steps from RawArgs without parsing markdown. Plan still\ncarries the built-in tool's markdown for the common case.\n\nBREAKING: ConfirmPlanFunc signature changed.",
"is_bot": false,
"headline": "feat(agent)!: structured plan payload via PlanProposal",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-06T05:33:58Z",
"body_truncated": false,
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},
{
"oid": "828ca578928d4e1b38ce969d2fae943ebf45a3e2",
"body": "…m cancel classification",
"is_bot": false,
"headline": "docs(changelog): v0.31.5 — anti-loop cross-turn hard-stop + mid-strea…",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-06T01:22:45Z",
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{
"oid": "41d2b736163439ccff22656d87e80b57e9bfe2e7",
"body": "…fication\n\nfix(agent): classify mid-stream cancel as ErrContextCancelled",
"is_bot": false,
"headline": "Merge pull request #124 from hung12ct/fix/ctx-cancel-midstream-classi…",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-06-06T01:20:40Z",
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{
"oid": "f51a171c289a8312d2cae6964cf7c68c0f2cf606",
"body": "…eseed\n\nrefactor(agent): derive anti-loop warning marker from shared prefix",
"is_bot": false,
"headline": "Merge pull request #125 from hung12ct/fix/anti-loop-warning-poisons-r…",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-06-06T01:20:17Z",
"body_truncated": false,
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},
{
"oid": "e7036cbbd8b751d71fcb2e65582de3c120a4427a",
"body": "The strip marker and the two Detect warning format strings now share\nloopWarnPrefix, so rewording the warning can't silently break the\ncross-turn strip. Add a guard test driven by real Detect output.",
"is_bot": false,
"headline": "refactor(agent): derive anti-loop warning marker from shared prefix",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-06T01:16:09Z",
"body_truncated": false,
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},
{
"oid": "de5fe487a7216a774c1d977e4dcb2f1562b52c01",
"body": "A cancel landing while the provider stream is in flight returned a\nprovider error wrapped as LLMFailureError, so errors.Is(err,\nErrContextCancelled) missed it and a user Stop rendered as a model error.\nReclassify it before the wrap, mirroring the pre-call cancel path.",
"is_bot": false,
"headline": "fix(agent): classify mid-stream cancel as ErrContextCancelled",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-06T01:09:41Z",
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"body": "…eseed\n\nfix(agent): strip anti-loop warning before cross-turn re-seed hash",
"is_bot": false,
"headline": "Merge pull request #123 from hung12ct/fix/anti-loop-warning-poisons-r…",
"author_name": "hung12ct",
"author_login": "hung12ct",
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},
{
"oid": "f09ea8c85dfe7ce9dd4c8a0319c7dd871ee8def3",
"body": "The injected [SYSTEM WARNING] embeds a consecutive-call count, so persisted\ntool results hashed differently when loopDetectorFromHistory re-seeded across\nturns, making the kill threshold unreachable. Strip the suffix on re-seed to\nrestore byte-identity with the live AddCall path.",
"is_bot": false,
"headline": "fix(agent): strip anti-loop warning before cross-turn re-seed hash",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-06-06T01:05:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "30ab1e9a064df2e5d8f0643d08213e13f381e288",
"body": null,
"is_bot": false,
"headline": "docs(changelog): v0.31.4 — WithLLMPreviewRows",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T14:15:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "515c3d147519608783e35f09acd7fbfaf44ea184",
"body": "Feat/sql agent llm preview rows",
"is_bot": false,
"headline": "Merge pull request #122 from hung12ct/feat/sql-agent-llm-preview-rows",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-31T14:14:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b41bb4440ec9aff81981d9939826a86e89f8cd40",
"body": "style: gofmt router_test.go comment alignment",
"is_bot": false,
"headline": "Merge pull request #121 from hung12ct/style/router-test-gofmt",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-31T14:13:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7af6f332cbbeb05366ab29cbfa58d6dc9f7479d3",
"body": "Pre-existing staticcheck finding surfaced when the package cache was\ninvalidated; no behavior change.",
"is_bot": false,
"headline": "refactor(builtin): fmt.Fprintf over WriteString(fmt.Sprintf) (QF1012)",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T14:10:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9124dfb09de20b0f9eee384f71c4b1d894d1f19f",
"body": "…eads\n\nDecouples LLM-visible rows from the full set emitted to the OnSQL hook and\ntools.Result.Structured. Opt-in (n<=0 = no-op, no behavior change); when\nset, only the first n rows are marshaled into the model context with the\ntrue RowCount and Truncated set so it knows it saw a sample.",
"is_bot": false,
"headline": "feat(builtin): add WithLLMPreviewRows to cap rows the sub-agent LLM r…",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T14:10:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b386c72e0290d0d40582afaa1ea5c5ec2a4c0223",
"body": "Trailing-comment realignment left over from the S1025 fix in #120\n(make lint does not run gofmt, so it slipped through).",
"is_bot": false,
"headline": "style: gofmt router_test.go comment alignment",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T12:05:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a728ccf66f078a61ccbcd3c6b587e6fde234e39",
"body": "Style/gofmt cleanup",
"is_bot": false,
"headline": "Merge pull request #120 from hung12ct/style/gofmt-cleanup",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-31T12:00:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3a5ada37c087e2efef1966c7fe4b3e7b9ea797be",
"body": "Remove dead fields/const/func (unused) and apply staticcheck quickfixes\n(De Morgan, tagged switch, merged assignment, string conversion). No\nbehavior change; full suite green.",
"is_bot": false,
"headline": "refactor: clear unused and staticcheck lint findings",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T11:54:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9bcc9589a1ae8c7a2d140b95f8fe07dd4b8f9435",
"body": "errcheck excludes conventional no-action calls (Close, fmt.Fprint*,\nos.Remove cleanup, deferred SDK stream Close) and skips test setup;\nissue caps lifted so repeats are not silently hidden.",
"is_bot": false,
"headline": "build: add golangci-lint v2 config",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T11:53:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cae7716233ea64b0efecce53943b49c8bea427fe",
"body": "The comment documented SQL's '' and backtick-doubling escapes literally;\ngofmt's TeX-style quote substitution would rewrite those pairs into curly\nquotes and corrupt the meaning. Reword to describe the escape without the\ntrigger pairs, keeping the file gofmt-clean.",
"is_bot": false,
"headline": "docs(builtin): reword scanQuoted comment to be gofmt-stable",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T11:39:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff53f197e44b2169c9c85c9795f76a26cddde2e1",
"body": "Formatting only (alignment, line-grouping, blank lines) — no logic\nchange; full suite green. Excludes sql_validate.go, handled separately.",
"is_bot": false,
"headline": "style: gofmt remaining tracked files",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T11:38:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1fe6fc6fdecd2c4352170ce14a0d011ee28d4bf5",
"body": "Whitespace-only: struct-field realignment and trailing-newline trim on\nthe two files touched this session. No logic change.",
"is_bot": false,
"headline": "style(agent,builtin): gofmt sql_agent.go and memory_test.go",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T11:20:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d8404c0312b1953e8d171e5fc639fd4f9bfe583",
"body": null,
"is_bot": false,
"headline": "docs(changelog): v0.31.3 — SQL-agent result contract + RowCount",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T10:45:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f91900313a9a9dc5b173fce2aa56278f0cb8f79d",
"body": "Fix/sql agent result contract",
"is_bot": false,
"headline": "Merge pull request #119 from hung12ct/fix/sql-agent-result-contract",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-31T10:44:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b0e31aa9ce36602cfe38e06413afc49b05c7f1d9",
"body": "…tured rows\n\nThe tool described itself as returning structured data but returned only\nthe sub-agent's prose answer, so a parent agent looped trying to extract\nverbatim rows for export. Describe it honestly (written answer, not raw\nrows) and attach the captured SQLResult on tools.Result.Structured for\nhost integrations.",
"is_bot": false,
"headline": "fix(builtin): honest call_sql_agent contract — written answer + struc…",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T10:41:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e7d305131267b34e814c5197a34aad402356240e",
"body": "The OnSQL hook fired without row-count or execution time even though\nSQLResult already carried both. Add RowCount + ExecutionMs to\nSQLQueryEvent and populate them at the makeEmitFunc chokepoint.",
"is_bot": false,
"headline": "feat(builtin): surface RowCount and ExecutionMs on SQLQueryEvent",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T10:41:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "256db12780932db942774676cbfab6dbfc4e1c2d",
"body": null,
"is_bot": false,
"headline": "docs(changelog): v0.31.2 — tool-call CorrelationID",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T10:18:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a2f35e79e5b7e3fd774f90924f4b0571d54aa1fe",
"body": "fix(agent): persist tool-call CorrelationID for reload-stable rendering",
"is_bot": false,
"headline": "Merge pull request #118 from hung12ct/fix/tool-call-correlation-id",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-31T10:16:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b5cb06f59cbd58be720c171a40e66e7f023e40d8",
"body": "Live events expose the opaque per-dispatch callID while the persisted\ntool row carried only the provider tCall.ID — disjoint namespaces, so\nconsumer-rendered artifact cards could not re-match after reload. Add\nhistory.Message.CorrelationID stamped with callID; ToolCallID stays the\nprovider ID for tool_use/tool_result adjacency.",
"is_bot": false,
"headline": "fix(agent): persist tool-call CorrelationID for reload-stable rendering",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T10:12:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8fc45da8247cfc5ac97b48bcfdfa2f901f5c3457",
"body": null,
"is_bot": false,
"headline": "docs(changelog): v0.31.1 — consolidator strict-schema fix",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T08:51:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d17a408c89968210dab6cb05e389d16b6583ee0a",
"body": "…required\n\nfix(agent): add tags to consolidator schema required array",
"is_bot": false,
"headline": "Merge pull request #117 from hung12ct/fix/consolidator-schema-strict-…",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-31T08:50:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a0c649bb021f98aec135c84cc620b751512f8c34",
"body": "OpenAI strict structured-outputs requires every declared property in\nrequired; tags was missing, silently no-oping memory consolidation on\nOpenAI. Add regression test asserting the invariant recursively.",
"is_bot": false,
"headline": "fix(agent): add tags to consolidator schema required array",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-31T08:49:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "770fb148aa4d92d2fa995b76eb678764959a892f",
"body": "…-func\n\nRefactor/builtin tools register func",
"is_bot": false,
"headline": "Merge pull request #116 from hung12ct/refactor/builtin-tools-register…",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-20T08:54:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "33a2b4a26ace3977c953afe6914abcc122171719",
"body": null,
"is_bot": false,
"headline": "refactor(builtin): rename file_read shadowed 'cap' to 'limit'",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T08:42:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "97e5feaf4eb2d92b93250029924ab1347c9f9bd9",
"body": "exit_plan_mode, show_media, read_url, file_read, web_search shed\ntheir struct + Descriptor + Execute boilerplate. tools.Registerer\ninterface lets RegisterFunc target both *tools.Registry and\n*builder.GlobalCatalog. Breaking: NewFooTool constructors removed.\nYAML configs unaffected (lookup by name).",
"is_bot": false,
"headline": "refactor(builtin)!: migrate 5 tools to tools.RegisterFunc (v0.31.0)",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T08:38:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e647b695b4c479714316df05a8719791dbb985c",
"body": "Feat/v030 ergonomics ops",
"is_bot": false,
"headline": "Merge pull request #115 from hung12ct/feat/v030-ergonomics-ops",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-20T08:15:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c162ba5ddf6c3a1d5bc8abb278348e3b72202266",
"body": "Move emit to deferred cleanup in runLogicLoop AND continueLogicLoop\nvia installRunCostAccumulator helper. Drops the inline emit from\nhandleFinalAnswer so MaxIters / MaxToolCallsPerSession / fatal LLM\nerrors / Continue / Regenerate all surface cost too.",
"is_bot": false,
"headline": "fix(cost): emit RunCostEvent on all terminal paths",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T08:00:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "71ebf4d05a79410dba73c2bf85b9383e2c726230",
"body": "Five additive primitives: llmfake.ScriptedProvider, tools.RegisterFunc,\nBudgetTracker.Rewind, AgentLoop.Shutdown, PriceTable + RunCostEvent.\nAll opt-in, zero hot-path cost when unused. No breaking changes beyond\nEventVisitor (same v0.22 convention).",
"is_bot": false,
"headline": "feat: ergonomics + ops bundle (v0.30.0)",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T07:46:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "874969304fbc1ea404512191047e67bfa6a0d6c5",
"body": "New Consolidator.FirePolicy{Disabled, NTurns, MinInterval} with\nper-scope state. DefaultFirePolicy = {MinInterval: 10m} so adopters\nwho wire WithMemoryConsolidator don't accidentally pay one LLM call\nper turn. MinTranscriptMessages default raised 3 -> 6.\nBreaking default change.",
"is_bot": false,
"headline": "feat(memory)!: throttled Consolidator auto-fire (v0.29.0)",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T06:28:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "44bf91d37c781e8dc252945c7d5f5720220b9acf",
"body": "feat(memory): fail-closed empty scope + audit events (v0.28.0)",
"is_bot": false,
"headline": "Merge pull request #114 from hung12ct/feat/memory-scope-and-audit",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-20T06:01:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f0e34aa5a4968c1b504e0fd7cedeaa2f8a05834a",
"body": "MemoryScopeFunc returning \"\" now disables memory for that Run —\nloader skips, Consolidator skips, no audit event fires. Zero new\nAPI; the empty-string return is the contract. New typed events\nMemoryLoadedEvent (per-Run, includes Scope/NoteCount/EstimatedTokens)\nand MemoryConsolidatedEvent (post-Run, includes Scope/Before/After/\nError) ride the existing EventHandler chain.",
"is_bot": false,
"headline": "feat(memory): fail-closed empty scope + audit events (v0.28.0)",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T05:39:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0f5ae18a4d37b2f00fbc49fd9bdc6f253cfc6a4",
"body": "feat(memory)!: bounded growth + merge-aware Consolidator (v0.28.0)",
"is_bot": false,
"headline": "Merge pull request #113 from hung12ct/feat/memory-bounded-and-merging",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-20T05:28:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c178a73e2dd4b2d29892a2828af98d2fd5163f61",
"body": "Closes the unbounded-growth + variable-key drift failure modes in\nv0.27.0. Store.List gains ListOpts (Limit/Tags/UpdatedAfter); new\nReplaceAll enables atomic merge. InMemStore now bounded by default\n(WithMaxNotesPerScope, DefaultMaxNotesPerScope=100). Consolidator\nreads existing notes + transcript, returns curated full set, atomic\nReplaceAll. Loader gains MemoryConfig{TokenBudget,MaxNotes}.\nBreaking: List/WithMemory/Consolidate signatures changed.",
"is_bot": false,
"headline": "feat(memory)!: bounded growth + merge-aware Consolidator (v0.28.0)",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T05:25:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "96a2d7222872e7d438a54492c30759ed3ce35fcd",
"body": null,
"is_bot": false,
"headline": "docs(changelog): add v0.27.0 — cross-session memory",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T04:51:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "07b99cfb69737a9a1e352c714f9a96b0453a99ff",
"body": "feat(memory): cross-session memory with Loader + Consolidator",
"is_bot": false,
"headline": "Merge pull request #112 from hung12ct/feat/pkg-memory-cross-session",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-20T04:50:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9860cabde4c68fdf640686d4bbbdc21c6361c411",
"body": "New pkg/memory (Note, Store, InMemStore) plus pkg/agent wiring:\nloader injects scoped notes into every Run's system prompt, optional\nConsolidator distills closed transcripts into notes via structured\noutput. Three opt-in options keep the disabled path zero-cost.",
"is_bot": false,
"headline": "feat(memory): cross-session memory with Loader + Consolidator",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-20T04:48:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c54c4577a23d4471b2f3a0165d1ecb85dca0dad3",
"body": "docs(changelog): add v0.26.3 + drop adopter-product names from entries",
"is_bot": false,
"headline": "Merge pull request #111 from hung12ct/docs/changelog-no-adopter-refs",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-18T15:38:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff27b5d8702767e32aef93f8d459db634369c84c",
"body": "Library shipping artifacts describe failure modes on their own merits;\nthe adopter who reported each bug belongs in private notes only.",
"is_bot": false,
"headline": "docs(changelog): add v0.26.3 + drop adopter-product names from entries",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-18T15:33:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "abd741b7a803771a3fc929c8dcaf6dded1b009bf",
"body": "…tion\n\nfix(agent): seed loopDetector from history to catch cross-turn loops",
"is_bot": false,
"headline": "Merge pull request #110 from hung12ct/fix/agent-cross-turn-loop-detec…",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-18T15:07:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9bba728d59043a109e066e1c13413fabf5ad9b23",
"body": "iterateMessages now calls loopDetectorFromHistory(msgs) so prior\ntool_call/tool_result pairs feed the ring before the new turn runs.",
"is_bot": false,
"headline": "fix(agent): seed loopDetector from history to catch cross-turn loops",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-18T15:02:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c94501995033d784681f34e22582347f4825fd4d",
"body": null,
"is_bot": false,
"headline": "Merge branch 'fix/anthropic-accumulate-soft-truncation'",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-18T09:46:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5443962fa61d8b15429138ecb188953ae636d055",
"body": "Emit LimitExhaustedEvent with new Reason=incomplete_tool_use instead of\nkilling the turn, ship intact content, skip partial tool_use blocks.",
"is_bot": false,
"headline": "fix(llm/anthropic): recover from accumulate error on truncated tool_use",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-18T09:44:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6fb1aa84999caef736b4f59e4bea41ac6a119a07",
"body": "fix(llm/openai): stamp non-empty content on every role",
"is_bot": false,
"headline": "Merge pull request #109 from hung12ct/fix/openai-null-content-sweep",
"author_name": "hung12ct",
"author_login": "hung12ct",
"committed_at": "2026-05-17T16:01:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e01cd879b756d0d290a751155a68c4b946918ef",
"body": "v0.25.0 only stamped a space on assistant+tool-calls messages, leaving\ntool-result rows and empty-stream assistant rows exposed. gpt-4.1 and\ngpt-5 reject both with \"expected a string, got null.\" Move the stamp to\na single chokepoint pre-append; multimodal user messages stay untouched.",
"is_bot": false,
"headline": "fix(llm/openai): stamp non-empty content on every role",
"author_name": "Hung Nguyen",
"author_login": "hung12ct",
"committed_at": "2026-05-17T15:59:46Z",
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"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "critical",
"name": "Community & Adoption",
"value": 27,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"forks": 0,
"stars": 2,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "2 stars",
"points": 0,
"status": "missed",
"details": [
{
"code": "stars",
"params": {
"count": 2
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "0 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 0
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "0 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 57,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
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}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 50,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 10,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 1,
"top_contributor_share": 1
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "1 contributors",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 1
}
}
],
"max_points": 13.5
},
{
"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
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 71,
"inputs": {
"merged_prs": 132,
"open_issues": 0,
"closed_issues": 0,
"issue_closed_ratio": null,
"closed_unmerged_prs": 1
},
"components": [
{
"key": "issue_resolution",
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"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "132/133 decided PRs merged",
"points": 38,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 132,
"decided": 133
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}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
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"detail": "Found 0/8 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 39,
"inputs": {
"followers": 1,
"owner_type": "User",
"is_verified": null,
"owner_login": "hung12ct",
"public_repos": 9,
"account_age_days": 2692
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "1 followers of hung12ct",
"points": 2.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1,
"login": "hung12ct"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "9 public repos, account ~7 yr old",
"points": 19.3,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 9
}
},
{
"code": "account_age_years",
"params": {
"years": 7
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"github.com/hung12ct/gopheragent"
],
"ecosystems": "go",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on go",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "go"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "54 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 54
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 80,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 84,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "1 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".golangci.yml",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
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}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "6 out of 6 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [
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"ai-agent",
"anthropic",
"framework",
"gemini",
"go",
"golang",
"llm",
"multi-agent",
"openai",
"chatbot",
"agent-framework",
"agentic",
"agents",
"ai-agents",
"function-calling",
"llm-framework",
"multiagent",
"tool-use"
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"has_wiki": true,
"homepage": "https://pkg.go.dev/github.com/hung12ct/gopheragent",
"has_readme": true,
"has_docs_dir": false,
"has_description": true
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"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
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{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://pkg.go.dev/github.com/hung12ct/gopheragent",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "19 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 19
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}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 45,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 45,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.5
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
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"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/8 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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],
"max_points": 7.5
},
{
"key": "token_permissions",
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "32 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 62,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"legible_history_share": 0.99,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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{
"key": "legible_commit_history",
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"status": "met",
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{
"code": "legible_history",
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}
],
"max_points": 40
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]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 72,
"inputs": {
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"has_tests": true,
"lockfiles": [
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"toolchain_manifests": [
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"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
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}
],
"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": {
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}
],
"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"
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}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
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}
],
"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": {
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}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
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}
]
},
{
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"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"largest_source_bytes": 44792,
"source_files_sampled": 243,
"oversized_source_files": 0
},
"components": [
{
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"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
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}
}
],
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},
{
"key": "manageable_file_sizes",
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"detail": "0/243 source files over 60KB",
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"status": "met",
"details": [
{
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"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
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"inputs": {
"example_dirs": [
"examples"
],
"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": [],
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},
{
"key": "mcp_server",
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},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
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"status": "met",
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{
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],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-24T20:44:44.325349Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/h/hung12ct/gopheragent.svg",
"full_name": "hung12ct/gopheragent",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.27.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — Go.