Registro público
Informe de salud del softwareesquema 0.26.0 · métricas 1.13.0 · 2026-07-22 05:39 UTC

ytnobody / MADFLOW

Multi-Agent Development Flow

GoMIT★ 2 estrellas⑂ 0 forksdesde feb 2026Ver en GitHub ↗

ytnobody/MADFLOW tiene un índice de salud de 54 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 (24/100). Se actualizó por última vez hace 84 días. Una sola persona concentra la mayor parte del trabajo reciente.

54
global / 100
Moderado

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.

54
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.

Titularidad

76 seguidores285 repositorios públicosdesde may 2010

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/ytnobody/madflowv0.7.0-9hace 99 días

Métricas por categoría

Vitalidad

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

61Moderado · 22% del índice global
Cómo se puntúa
18/36Recencia de push — último push hace 84 días
4.8/36Cadencia de commits — 7/52 semanas con commits
18/18Volumen de commits — 204 commits en el último año
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Datos de entrada utilizados
commits_last_year204
human_commit_share1
days_since_last_push84
active_weeks_last_year7
Cómo se puntúa
27/27Publica versiones — 10 versiones publicadas
36/36Recencia de las versiones — última versión hace 84 días
27/27Cadencia de publicación — una versión cada ~7,2 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count10
latest_release_tagnightly
releases_from_tagsno
days_since_latest_release84
mean_days_between_releases7,2

Comunidad y Adopción

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

24Crítico · 18% del índice global
Cómo se puntúa
0/60Estrellas — 2 estrellas
0/25Forks — 0 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks0
stars2
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?

60Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
0/22.5Distribución de commits — el principal contribuyente firma el 100% de los commits
1.4/13.5Amplitud de contribuyentes — 1 contribuyentes
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Datos de entrada utilizados
bus_factor1
contributors_sampled1
top_contributor_share1
Cómo se puntúa
46.8/46.8Resolución de issues — 100% de issues cerradas
32.5/38.3Aceptación de PR — 124/146 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/29 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs124
open_issues0
closed_issues124
issue_closed_ratio1
closed_unmerged_prs22
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
13.6/25Alcance del propietario — 76 seguidores de ytnobody
25/25Trayectoria — 285 repos públicos, cuenta de ~16 años
Datos de entrada utilizados
followers76
owner_typeUser
is_verified
owner_loginytnobody
public_repos285
account_age_days5910
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 99 días
20/20Historial de versiones — 9 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/ytnobody/madflow
ecosystemsgo
any_deprecatedno
min_days_since_publish99

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

80Bueno · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 3 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .golangci.yml
0/9.6Hooks de pre-commit
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 28 out of 28 merged PRs checked by a CI test -- score normalized to 10
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_configno
Cómo se puntúa
30/30README
25/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics
has_wiki
homepage
has_readme
has_docs_dir
has_description

Seguridad

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

34En riesgo · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
2.5/2.5CI-Tests — 28 out of 28 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
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
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 — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3,4
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, packaging. Los pesos restantes se han renormalizado.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? 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.

79Bueno · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 94 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,94
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes4931
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .golangci.yml
11/11Verificación estática de tipos — Go (tipado estático)
10/10Entorno reproducible — lockfile
10/10Práctica demostrada con agentes — 38 de los últimos 100 commits con autoría o crédito de agente
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilesgo.sum
has_dockerfileno
typed_language
bootstrap_filesMakefile
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0,38
toolchain_manifestsgo.mod
dependency_bot_commit_share0
Cómo se puntúa
45/45Código verificable por tipos — Go (tipado estático)
55/55Tamaños de archivo manejables — 0/77 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageGo
largest_source_bytes51.588
source_files_sampled77
oversized_source_files0
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — example
Datos de entrada utilizados
example_dirsexample
has_mcp_signalno
api_schema_files

Datos clave

2estrellas de GitHub
1contribuidores
204commits en los últimos 12 meses
84días desde el último push
10versiones publicadas
1factor bus
0issues abiertas
Goecosistemas de paquetes

Advertencias de recopilación de datos

  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Más detalle

Historial de estrellas y forks 2 ★ / 0 ⇿
2Estrellas
1Versiones

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.

111222212026-032026-032026-03
Mayor 0Menor 1Parche 0
OpenSSF Scorecard 3.4 / 10
3.4agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-22 05:38 UTC

10Binary-Artifactsno binaries found in the repo
n/dBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests28 out of 28 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
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Dependencias directas 1
RegistroPaqueteRestricción de versiónManifiesto
Gogithub.com/BurntSushi/tomlv1.6.0go.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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          "oid": "a8965de36437349b185af9aaed0286d33cf4199a",
          "body": "* ytnobody-MADFLOW-230: Superintendentへの教訓注入機能を追加 (#231)\n\n* feat: ytnobody-MADFLOW-230 - Superintendentへの教訓注入機能を追加\n\nPRマージ時にIssue指示品質を採点し、70点未満の場合に失敗教訓を生成・保存する。\nIssue patrol時に教訓リストをSuperintendentのプロンプトに注入することで、同種の失敗繰り返しを防ぐフィードバックループを実現する。\n\n- internal/lessons/: 採点・教訓生成・上限管理・注入の実装\n  - ScoreIssue(): gh \n[…]\nrge\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* fix: remove duplicate Language default assignment in setDefaults\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
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          "headline": "ytnobody-MADFLOW-247: Release v0.8.0 — merge develop into main (#248)",
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          "oid": "4e414424a1ad6baf3982d8c8bfae9c1420d2a2f9",
          "body": "v0.7.0: Merge develop into main (release v0.7.0)",
          "is_bot": false,
          "headline": "Merge pull request #229 from ytnobody/develop",
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          "headline": "ytnobody-MADFLOW-224: developブランチのnightlyビルドワークフローを追加 (#225)",
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          "is_bot": false,
          "headline": "docs: GitHubインテグレーションのプラグイン化実装案ドキュメントを追加 (#221)",
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          "oid": "580ee942ac5de56211ba95b43568ed3dce75afbc",
          "body": "…ら含める (#220)\n\n* docs: update spec for init authorized_users auto-detection\n\n* test: add tests for authorized_users always-present and owner auto-detection\n\n* feat: always include authorized_users in madflow.toml with auto-detected GitHub owner\n\nWhen madflow init creates madflow.toml, authorized_user\n[…]\nl value is auto-detected from the git remote URL or\nthe authenticated gh CLI user. If detection fails, authorized_users = []\nis written so the field is always present and ready for GitHub integration.",
          "is_bot": false,
          "headline": "ytnobody-MADFLOW-218: madflow init時に作られるtomlファイルにauthorized_usersを最初か…",
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          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-29T12:23:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76172e7e723dc7f742ceed261939f4d1d1499698",
          "body": "Explain the required authorized_users field for GitHub integration,\nincluding example configuration, the startup error when omitted, and\nthe security rationale (prompt-injection prevention).\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add authorized_users documentation to README (#214)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-29T12:08:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "52d6fc084408c5cb587e41625762164626cf1b65",
          "body": "LGTM. Clean implementation with fail-open, configurable threshold, max wait cap, and good test coverage.",
          "is_bot": false,
          "headline": "ytnobody-MADFLOW-204: GitHub APIレート制限の事前チェックを追加する (#211)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-29T11:42:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94fe4f7533da0cd073dbfb91c5b4b97feda085b9",
          "body": "…nobody-MADFLOW-203) (#210)\n\nLGTM - Clean sanitization implementation with good regex patterns and comprehensive test coverage.",
          "is_bot": false,
          "headline": "fix: sanitize stderr log output to prevent sensitive info leakage (yt…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-29T11:29:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1c1e8ec69470550c3c1ecbc36b15403eb6733e7",
          "body": "* docs: add spec for file permission restriction (0755→0700, 0644→0600)\n\n* test: add permission restriction tests (0700 dirs, 0600 files)\n\n* feat: restrict data dir permissions to 0700 and chatlog/memo file permissions to 0600\n\nPrevents other users on the same host from reading sensitive data such a\n[…]\n (chatlog append)\n- internal/project/project.go: 0755→0700 (base and sub-dirs)\n- internal/issue/issue.go: 0755→0700 (issues dir)\n- internal/reset/reset.go: 0755→0700 (memos dir), 0644→0600 (memo file)",
          "is_bot": false,
          "headline": "ytnobody-MADFLOW-202: データディレクトリ・チャットログのパーミッションを制限する (#209)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-29T11:20:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f6ac899e08ab79322bcf6d5e220060bd6c3addce",
          "body": "…tnobody-MADFLOW-201) (#208)\n\nPath traversal protection for branch names/issue IDs. Adds ValidateSafeName() in PrepareWorktree().",
          "is_bot": false,
          "headline": "feat: add path traversal protection for branch names and issue IDs (y…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-29T11:15:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ae87fe6879a434e1dc3151b404fc29a117fb988",
          "body": "…#207)\n\n- Add downloadChecksum() to fetch and validate the .sha256 sidecar file\n- Add verifyChecksum() to compare the downloaded binary's digest against expected\n- Update cmdUpgrade() to require and verify checksum before installing; aborts if checksum asset is missing or digest mismatches (fail-clo\n[…]\ndocs/specs/sha256-checksum-verification.md spec document\n- Add tests for all new functions including tampered-binary and happy-path scenarios\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add SHA256 checksum verification to binary auto-update (#200) (…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-29T11:03:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f591b9d5e6c5bc6f2a49884f70d54f48a92eaedf",
          "body": "…gration is enabled (#206)\n\n* docs: add spec for authorized_users required configuration\n\n* test: update tests for authorized_users required validation and deny-all behavior\n\n* feat: make authorized_users required when github integration is enabled\n\n- Add validation in config.Load() to reject config\n[…]\ngainst misconfiguration\n- Update event watcher tests to explicitly set authorized users, matching\n  the new deny-all default behavior\n- Update config field comment to document the security requirement",
          "is_bot": false,
          "headline": "ytnobody-MADFLOW-198: Make authorized_users required when GitHub inte…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-29T10:49:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "921b211c1801a9fcdfac6c1821cbfa5ea4a1d433",
          "body": "… to x-goog-api-key header (#205)\n\nLGTM. Clean migration of Gemini API key from URL query parameter to x-goog-api-key header. All CI checks passed.",
          "is_bot": false,
          "headline": "ytnobody-MADFLOW-199: Migrate Gemini API key from URL query parameter…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-29T10:38:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb3393ef6b8dd88ddce908be45d0783f0bbea829",
          "body": "…eap presets (#197)\n\nImplement claude-api-standard and claude-api-cheap presets with AnthropicAPIProcess backend",
          "is_bot": false,
          "headline": "ytnobody-MADFLOW-196: Implement claude-api-standard and claude-api-ch…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-15T23:30:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a9edd3cd741b02b1f3a48eda5b1192daab0aa8d",
          "body": "* docs: add spec for TODO implementation suppression\n\nAdds specification document describing the TODO comment check mechanism.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* feat: add TODO comment check to lint and CI\n\nAdds a grep-based check that detects `// TODO` and `/* TODO` patte\n[…]\nif any TODO comments are found,\npreventing such code from being merged.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ytnobody-MADFLOW-194: TODO実装を抑止するCIチェックを追加 (#195)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-15T03:06:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b2371019ac5322dbc2359225c46ae8ac22fc3aa2",
          "body": "v0.5.0: Merge develop into main (release v0.5.0)",
          "is_bot": false,
          "headline": "v0.5.0: Merge develop into main (release v0.5.0)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-15T01:05:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6af6d6c5624bd21cb68050b7585230dd1e34a243",
          "body": "… workflow (#190)\n\n* docs: add spec for issue granularity judgment and sub-issue creation flow\n\n* feat: add issue granularity judgment step to engineer workflow\n\nWhen an issue is too large (spanning multiple independent features or\nmodules), the engineer should propose splitting it into sub-issues to\nthe Superintendent before starting implementation. This is now step 2\nin the implementation flow, with subsequent steps renumbered.",
          "is_bot": false,
          "headline": "ytnobody-MADFLOW-188: Add issue granularity judgment step to engineer…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-14T23:45:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f3adc5e7dbfc9e17d3f64ac21dceb8173b08aec",
          "body": "…er.md (#189)\n\n* docs: add spec for ambiguous issue handling\n\n* test: add tests for ambiguous issue handling guidance in engineer.md\n\n* feat: add ambiguous issue handling guidance to engineer.md\n\nWhen an issue's intent is unclear, the engineer should ask the\nSuperintendent for clarification before implementation. When the\nintent is obvious or predictable, the engineer should proceed\ndirectly to test code creation without unnecessary questions.",
          "is_bot": false,
          "headline": "ytnobody-MADFLOW-187: Add ambiguous issue handling guidance to engine…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-14T23:36:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55d7f1bf08718a8238c45197ab388842fe06b6ad",
          "body": "* fix: add noopProcess for model=\"test\" to prevent integration test timeout\n\nWhen model=\"test\" is configured, NewAgent now uses a no-op Process\nimplementation instead of trying to start a real Claude CLI subprocess.\nThis fixes TestIssueToTeamCreateFlow which was timing out because\nthe agent's Send()\n[…]\nreventing integration tests from invoking the\nreal Claude CLI subprocess.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: TestIssueToTeamCreateFlow integration test timeout (#186)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-11T15:47:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "069804ccc8fc4b13ee9f54c717f4a5507f1a8b0f",
          "body": "# Conflicts:\n#\tREADME.md\n#\tSPEC.md\n#\tprompts/engineer.md",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/develop'",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-11T10:23:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53689e19fe524e419a2e374616f0123050abc6d2",
          "body": "Update SPEC.md, prompts/engineer.md, and README.md to reflect the new\ndocumentation-driven workflow (docs → tests → implementation).\n\nNew engineer workflow:\n1. Architect the issue\n2. Write/update specification documentation\n3. Write/update test code compliant to documentation\n4. Write/update implementation code compliant to test code\n5. PR + review",
          "is_bot": false,
          "headline": "docs: implement documentation-driven development workflow (#183)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-11T09:53:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a4ad3a6640a986fa1198aa0a2227f0a98a1c0ef",
          "body": "* fix: reject TEAM_CREATE early when at max_teams capacity with no idle teams\n\nWhen all team slots are occupied by busy teams and no idle standby team\nis available, the orchestrator now detects this condition up-front using\nthe new Manager.Full() method and immediately notifies the superintendent\nth\n[…]\nhe end-to-end hot-reload propagation path.\n\nFixes: ytnobody-MADFLOW-180\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: reject TEAM_CREATE early when at max_teams capacity (#180) (#181)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-11T09:45:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1264d5a55039eadbda7ac53f6490497ef24220fc",
          "body": "…ssages (#179)\n\nRoot cause of the gh-121 TEAM_CREATE rejection incident:\nWhen the superintendent retried TEAM_CREATE with additional Japanese text\n(e.g. \"TEAM_CREATE gh-121(2回目の要求)。チームアサインをお願いします。\"),\nstrings.Fields split on whitespace only, so parts[1] became\n\"gh-121(2回目の要求)。チームアサインをお願いします。\" — which\n[…]\nstate fingerprint\nto suppress redundant patrol reminders, and updated the default\nissue_patrol_interval_minutes default from 5 to 20 minutes.\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: normalize TEAM_CREATE issue ID to strip extra text from retry me…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-09T16:23:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a29193df8e67bd8c6b17e834abe03525a53ab939",
          "body": "…176)\n\n- Change default IssuePatrolIntervalMinutes from 5 to 20 minutes\n- Suppress patrol reminder when chatlog has not grown since last reminder\n  (Proposal 2: no new activity means nothing to patrol)\n- Reset patrol timer whenever superintendent sends a message\n  (Proposal 3: defer reminder when superintendent is already active)\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: reduce chatlog bloat from issue patrol reminders (local-001) (#…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-08T02:15:51Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "131b147010799660f7085d9988c6b1c283b64a83",
          "body": "… (#168)\n\nMerge develop to main as requested in Issue #175",
          "is_bot": false,
          "headline": "fix: prevent nil pointer panic in scanForResult race condition (#167)…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-06T04:25:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d37f4f8ab1294ad984751ed596be0509a3e0fe6",
          "body": "* ci: add defense-in-depth timeouts for benchmark regression check\n\nThe benchmark step's `timeout-minutes: 5` was not reliably terminating\nhung `go test -bench` processes (observed 8+ hour hang on PR #168).\n\nAdd three layers of timeout protection:\n1. OS-level `timeout 120s` wrapping each `go test -b\n[…]\n3. Job-level `timeout-minutes: 15` (new safety net)\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>\n\n* ci: retrigger CI run\n\n---------\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: add defense-in-depth timeouts for benchmark regression check (#174)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-06T03:14:03Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "13096e53322c8a71830e05d4127cff041d79ae67",
          "body": "Add `language` setting to `[agent]` section in madflow.toml.\nDefault is \"en\" (English), supports \"ja\" (Japanese).\nControls internal agent communication messages including chatlog\nprompts, initial instructions, context reset memos, and distill prompts.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add configurable agent message language (#171) (#173)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-06T02:55:31Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1188622de8f12fa6478d442f0aee10f28f7adcd3",
          "body": "LGTM - All documentation translated from Japanese to English. CI passed.",
          "is_bot": false,
          "headline": "docs: translate all documentation from Japanese to English (#172)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-06T02:38:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cb94aeaf457ff2617b40d099ffa986e053f5bfa0",
          "body": "fix: watchCommands を startAllTeams 直後に起動して TEAM_CREATE の取りこぼしを防止",
          "is_bot": false,
          "headline": "fix: watchCommands を startAllTeams 直後に起動して TEAM_CREATE の取りこぼしを防止 (#169)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-06T02:25:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d3af9eb4e668b285ece6e4f09763f021f3f549b",
          "body": "fix: prevent nil pointer panic in scanForResult by capturing scanner locally\n\nscanForResult() runs in a goroutine spawned by readResult(). When\nreadResult() returns early (context cancel or timeout), killAndReset()\nsets c.scanner = nil while scanForResult() is still running, causing a\nnil pointer de\n[…]\n at c.scanner.Err().\n\nFix: capture c.scanner into a local variable at the start of\nscanForResult() so it references the original *bufio.Scanner even after\nkillAndReset() clears the field.\n\nCloses #166",
          "is_bot": false,
          "headline": "fix: prevent nil pointer panic in scanForResult race condition (#167)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-05T08:16:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b6382d776057e90f22f4c04690f85c22b164e78a",
          "body": "v0.3.0: developからmainへのマージ。v0.2.0以降のバグ修正・機能追加・CI改善を含む。",
          "is_bot": false,
          "headline": "Merge pull request #164 from ytnobody/develop",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-05T03:52:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6523785f4353a3b3039f098d3b65a1ea2e3bc8d5",
          "body": "CI benchmark regression checkにtimeout-minutes: 10を追加。ハング対策。",
          "is_bot": false,
          "headline": "ci: add timeout to benchmark regression check (#165)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-05T03:45:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f653d799c4fd2b4c389e582a9121f805619e7a0",
          "body": "main の hotfix を develop に同期。PR #161 (v0.3.0リリース) のマージ前準備。",
          "is_bot": false,
          "headline": "Merge pull request #163 from ytnobody/sync/main-to-develop",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-05T02:45:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "771cc9a7a9ab41877358d717cd3787fcb9fda70c",
          "body": null,
          "is_bot": false,
          "headline": "merge: main を develop にマージして同期",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-05T02:36:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a954bc31e592196335c8b2baae67efe17e0eeb7",
          "body": "…#159)\n\nfix: DefaultProbeInterval を15分から1分に削減して MaxProbeInterval=5分との不整合を解消",
          "is_bot": false,
          "headline": "fix: DefaultProbeInterval を15分から1分に削減 (MaxProbeInterval=5分との不整合を修正) (…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-05T00:58:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "870a31a3a54a78a395b73c4a7c6f1d240333165e",
          "body": "* fix: TEAM_CREATE時にアイドルチームを再利用して「最大チーム数超過」エラーを回避\n\nスタンバイチームが空きスロットを占有している状態でTEAM_CREATEを受信すると、\nCreate()が「maximum teams reached」で失敗し、監督が直接実装する問題を修正。\n\n変更内容:\n- team.Manager.AssignIdle()メソッドを追加: イシュー未割り当てのスタンバイ\n  チームを探し、そのチームにイシューをアサインする\n- orchestrator.handleTeamCreate()を修正: 新規チーム作成の前にAssignIdle()を\n  試み\n[…]\nnment() helper that\npolls until AssignedTeam is set or timeout expires.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: TEAM_CREATE時にアイドルチームを再利用して最大チーム数超過エラーを回避 (#156) (#158)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-05T00:50:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "94aa44d03289f91c6239834b7ffda5b008e7bed2",
          "body": "fix: MaxProbeInterval削減(60分→5分) & イシュー巡回定期トリガー追加。Closes #155",
          "is_bot": false,
          "headline": "fix: MaxProbeInterval 60分→5分に削減 & イシュー巡回定期トリガー追加 (#155) (#157)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-05T00:30:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db4f39a3c829b1fa163a856d6d394271039f85f9",
          "body": "readFrom()でinfo.Size() < offsetの場合(ファイル切り詰め検知時)、\n従来はinfo.Sizeにスキップして新規メッセージを消失させていたが、\noffset=0にリセットしてファイル全体を再読み込みするよう修正した。\n\n重複メッセージ防止のため、truncation検知時はlastTimestampより\n後のタイムスタンプを持つメッセージのみ返す。\n\nWatch()/WatchAll()はlastTimestampを追跡しreadFrom()に渡すよう更新。\nまた、Watch()起動時のlastTimestamp初期化にlastTimestampInFile()を\n使用することで、起動直後のtruncationでも旧メッセージを返さない。\n\nCloses: ytnobody-MADFLOW-152\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: truncation検知時にoffsetを0にリセットして新規メッセージを保持 (#154)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-04T03:11:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d56c5630e75fa910049472bc844b8c1db9604eee",
          "body": "- 作業開始前にgit fetch originを必須ステップとして追加\n- 既存ワークツリーの場合にgit merge origin/developで最新化するフローを追加\n- 古いdevelopベースでの実装によるコンフリクトや重複作業を防止\n\nIssue: ytnobody-MADFLOW-150\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: エンジニアの作業開始前にdevelopブランチの最新取得を必須化 (#153)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-04T02:44:58Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2e6cf793dd1934a8875ad686c9a9b3b18a3bec30",
          "body": "不要なgit worktreeの定期的な検出・削除機能を追加。孤立したworktreeによるディスク浪費を防止する。",
          "is_bot": false,
          "headline": "feat: add periodic worktree cleanup for orphaned team worktrees (#149)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-03T06:09:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "82c25f0233034b29f02d7cb116b9106ec2213b35",
          "body": "* Enable auto-delete of merged branches and update setup script\n\n- Add delete_branch_on_merge=true to repository setup script so merged\n  PR head branches are automatically deleted by GitHub\n- Update enforce_admins to true (consistent with current live setting)\n- The existing runBranchCleanup gorout\n[…]\n\nExpose DeleteRemoteBranch as a public helper on *Repo so callers can\ndelete individual remote branches without using BranchCleaner.\n\n---------\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: マージ済みリモートブランチの自動削除を有効化 (#148)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-03T05:59:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9384ea3123d86023edc004f3df5385dfef8f3cfa",
          "body": "claude-stream の定期ログ出力 \"[claude-stream] processing... (N events received, session=...)\" は\nログに不要なノイズを生じさせるため削除する。\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: ハートビートログ(processing...)を削除 (#144)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-03T05:23:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8a6fa0cb657e92b7dcd6a777e81c00bded42e549",
          "body": "…covery (#143)\n\nfix: improve TEAM_CREATE reliability - オーケストレーター無応答の根本原因を修正",
          "is_bot": false,
          "headline": "fix: improve TEAM_CREATE reliability with ACK, error handling, and re…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-03T05:08:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27c8b26f70bfac42216c7914e261bee34e92e4e5",
          "body": "… (#138, #139) (#141)\n\n- Add cleanTeamWorktrees method to orchestrator for targeted worktree cleanup\n  when a team is disbanded (issue #138)\n- Include issue title in Team struct and chatlog announcement so engineers\n  can see what work they are doing at startup (issue #139)\n- Update DisbandByIssue to return team number for targeted cleanup\n- Update all test files for new function signatures\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add worktree cleanup on team disband and issue title in chatlog…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-03T04:59:06Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "40e62449b073dd52ea67e7de40b44d850e3ab017",
          "body": "…(#130) (#134)\n\n* hotfix(agent): implement Reset and Close methods on ClaudeAPIProcess to fix CI\n\nClaudeAPIProcess was missing Reset() and Close() methods required by the\nProcess interface in internal/agent/claude.go. This caused an impossible\ntype assertion in claude_api_test.go:298 and broke go ve\n[…]\nlures.\nThese files are already deleted on the develop branch.\n\nFixes #130\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "hotfix: implement Reset and Close on ClaudeAPIProcess to fix main CI …",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-03T04:24:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "54e161f17f1b9e5016592dd315eab662a96e7f99",
          "body": "- Engineer prompt: require work summary (changed files, implementation\n  details, test results) when sending review requests\n- Superintendent prompt: add \"作業サマリーの出力\" section requiring\n  action summaries for key events (assignments, reviews, closes, etc.)\n\nThis enables humans to track project progress in real-time through\nstructured chatlog summaries.\n\nFixes #132\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(prompts): add work summary output instructions to chatlog (#137)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-03T04:24:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "862cd0a73eb98777dfa6db74e491043a8fee9331",
          "body": "## 原因\ninitialGitHubSync() において、GitHub上のイシューごとに\ngh api コマンドでコメントを取得する syncComments() を逐次呼び出していた。\nイシュー数が多い場合(例: 20件)、各API呼び出し 5~6秒 × 20 = 約2分間\nエージェント起動がブロックされていた。\n\n## 修正内容\n\n### 1. Syncer.WithSkipComments(bool) オプションの追加\n- internal/github/github.go: skipComments フィールドと WithSkipComments() を追加\n- syncRepo(\n[…]\ntAgents (superintendent) を先に起動してウォームアップ開始\n- 初回GitHub同期をその後に実行し、完了後に startAllTeams を呼ぶ\n\n## 効果\n- 起動時タイムラグ: 約2分 → 数秒に短縮\n- イシュー数に関わらず起動速度が一定に近くなる\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: 起動直後のタイムラグを削減 (issue ytnobody-MADFLOW-131) (#136)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-03T04:23:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "45e016bf3ec3d4ff5c3006278fc1f48f866e7d34",
          "body": "…tbeat messages",
          "is_bot": false,
          "headline": "feat: enhance scanForResult to log event counts and add periodic hear…",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-03T04:09:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "febfbddd39ba4cb108393594e0d6ea1b64a6aab7",
          "body": "…handling",
          "is_bot": false,
          "headline": "feat: update agent.Run to accept message channel and enhance message …",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-02T13:01:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b732a7ca71069ded704ea3a4e1323500cd592bd4",
          "body": "…issue handling",
          "is_bot": false,
          "headline": "feat: implement issue closing on GitHub sync and add tests for stale …",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-02T10:12:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42c548183596ea66749acaabf77bbdc28ae3f8d3",
          "body": null,
          "is_bot": false,
          "headline": "v0.2.0: Merge develop into main (release v0.2.0)",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-02T09:48:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed512730aadbbdbf8012e8360e764d66b8504613",
          "body": "…efore PR creation",
          "is_bot": false,
          "headline": "feat: update engineer.md to include merge conflict resolution steps b…",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-02T09:43:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a4679be4a56219137d8cfd00b08ae61916fcd0e",
          "body": "Fix formatting inconsistency in struct literal alignment.\nCI was failing because internal/agent/claude_stream_test.go\nwas not properly gofmt-formatted after ClaudeStreamProcess additions.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "style: apply gofmt to claude_stream_test.go",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-02T09:28:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "4f30d3384fbc77c057839be851c56eaf83e9eb9a",
          "body": "…ring initialization",
          "is_bot": false,
          "headline": "feat: enhance ClaudeStreamProcess to capture stderr and session ID du…",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-02T09:25:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c905fad56854fd9bfa82f307ac67501839e69b67",
          "body": "… diagnostics",
          "is_bot": false,
          "headline": "feat: enhance CLAUDE environment variable handling and improve stderr…",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-02T09:11:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a7cb302d5acc3a6aefbece1571f9257a61ca5a25",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'develop' of github.com:ytnobody/MADFLOW into develop",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-02T08:50:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2646a574664e0e86d4c6a873a20c3720ab9e8d42",
          "body": "…d Reset/Close methods",
          "is_bot": false,
          "headline": "feat: implement ClaudeStreamProcess for persistent interaction and ad…",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-02T08:41:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ee9021141624c01b2a5352921c8c79032966e92",
          "body": "…OnMaxIterationsError to fail\n\nMove chatlog.Watch() call before markReady() in agent.Run() to prevent\na race condition where test goroutines could write messages before\nWatch() begins monitoring, causing Run() to miss messages and block\nuntil context timeout.\n\nAlso fix chatlog.Watch() and WatchAll()\n[…]\nges were already\nwritten, causing those messages to be permanently missed.\n\nFixes TestRunReturnsOnMaxIterationsError which was failing in CI.\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agent): fix Watch/markReady race condition causing TestRunReturns…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-02T04:39:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e146352f37a1ac2df2cd0b7a12f3c5302bb65389",
          "body": "…IterationsError handling for Gemini API",
          "is_bot": false,
          "headline": "refactor: remove Anthropic API integration and related tests; add Max…",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-03-02T04:18:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "278a72a2d6484d11057253d05e4dc9c28dcd6e77",
          "body": null,
          "is_bot": false,
          "headline": "docs: READMEにgit worktreeの利用方法を追記 (#123)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T04:34:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58ffa59bca4bd38dd42bf912a66aca4cb8bf5a7f",
          "body": "- Truncate chatlog at startup instead of preserving it. Stale messages\n  from previous runs cause the superintendent to reference non-existent\n  engineers (e.g. engineer-4) and send phantom TEAM_CREATE commands.\n- Add shell script creation prohibition to engineer prompt. Engineers\n  must implement everything in Go (or the project's language), not .sh files.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: truncate chatlog at startup and prohibit shell script creation",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T03:11:11Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "badbef1fb0d7d869bdb8236bcef71c06ec09d183",
          "body": "- Make handleTeamCreate async to prevent blocking watchCommands loop\n  (P1: Create() can take 10+ min waiting for LLM, causing command queue\n  buildup and superintendent retries)\n- Add pendingIssues/pendingCount tracking to team.Manager to prevent\n  race conditions in maxTeams check and HasIssue (P2\n[…]\nP3)\n- Add CleanWorktrees to git.Repo and cleanStaleWorktrees at startup (P6)\n- Add chatlog message rules to prevent raw git output leaking (P5)\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: resolve TEAM_CREATE blocking, race conditions, and worktree issues",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T02:58:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "92f310c26ae4dcf8a3075d50cdcd32853ff72bf4",
          "body": null,
          "is_bot": false,
          "headline": "chore: .worktrees を gitignore に追加",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T02:22:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28c526f496c6002ce94ffd367503011cc67aa0e9",
          "body": "…for engineers\n\n- Add HasIssue method to team.Manager for active team lookup\n- Add AssignedTeam and HasIssue guards in handleTeamCreate to reject\n  duplicate assignments\n- Mark issues as in_progress before async team creation in startAllTeams\n  to close the race window\n- Add RepoPath to PromptVars w\n[…]\ner.md to use git worktree instead of git checkout -b,\n  add push obligation on work interruption, and strengthen pre-review\n  push verification\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: prevent duplicate TEAM_CREATE and enforce git worktree workflow …",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T01:48:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "20958b54d5c4fa4f10ff2d10bf52c66ab66d5a73",
          "body": null,
          "is_bot": false,
          "headline": "refactor: remove benchmark tests for chatlog and issue packages",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T01:00:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb023998f7517e347da0a72bc0964faff43917a5",
          "body": "…creating new ones",
          "is_bot": false,
          "headline": "feat(superintendent): add duplicate check for existing issues before …",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T00:59:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0989d2fddc02a355f26e8fd5e371d208252f5b0c",
          "body": "feat(orchestrator): prevent team creation for closed issues",
          "is_bot": false,
          "headline": "Merge pull request #121 from ytnobody/feature/issue-local-031",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T00:42:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "36406b8cce407283d1f431402f99a7e9e0ebafc6",
          "body": "- Increase TestRunReturnsOnMaxIterationsError timeout from 5s to 30s\n  to account for -race overhead and send() continuation retries\n- Remove unexported isMaxIterationsError(), use exported\n  IsMaxIterationsError() consistently\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agent): fix flaky test and deduplicate isMaxIterationsError",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T00:24:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "bcfdea010b73270d1565c67adedbcabf8239fe65",
          "body": "Earlier commits in this branch introduced broken team persistence code\n(syntax errors, duplicate imports, typos) and corrupted orchestrator.go\n(typo in import path, missing features). Restore these files to the\nclean develop versions so CI passes.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: restore broken team.go, config.go, orchestrator.go to develop state",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T00:07:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ee4ec83de917640673350189f43817cd7e6462ac",
          "body": "When ClaudeAPIProcess reaches its max iteration limit, the agent now\nreturns the error from Run() instead of logging and continuing with\na broken context. This allows the orchestrator's runAgentWithRestart()\nto cleanly restart the agent after a 5-second delay.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agent): restart agent on MaxIterationsError instead of continuing",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T00:03:46Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "13ca40bb306c4d07fc42147ecf231eb95bfc0cf1",
          "body": "…rt/typo errors\"\n\nThis reverts commit 31b1e330fa7af70bfe36abd39c56784953bceb36.",
          "is_bot": false,
          "headline": "Revert \"fix(orchestrator, team): correct package declaration and impo…",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T00:02:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "767d32d8ed68922cdd259e6829e9c59d554b4918",
          "body": "…errors",
          "is_bot": false,
          "headline": "fix(orchestrator, team): correct package declaration and import/typo …",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T00:02:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "499bb343045c56a638a2a58cb451d74c9cb9b8fc",
          "body": null,
          "is_bot": false,
          "headline": "fix(team): resolve syntax errors in team.go and config.go",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T00:01:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d23e52f81be29bdd7d31ceecf87ec33cf535a376",
          "body": "Ref: local-031",
          "is_bot": false,
          "headline": "feat(orchestrator): prevent team creation for closed/resolved issues",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T00:01:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f79cd9bc7e1e33fc29ca4019cff35ac15e520f6f",
          "body": null,
          "is_bot": false,
          "headline": "feat(orchestrator): prevent team creation for closed issues",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T00:01:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2bf5fc7a73f0b151ff795b1d9b1e6ccdc6f79e4e",
          "body": null,
          "is_bot": false,
          "headline": "fix: Prevent TEAM_CREATE for closed/resolved issues in orchestrator",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T00:01:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b19e1eacdc73cc8f685c4b6053b955d27b272b4",
          "body": null,
          "is_bot": false,
          "headline": "feat: Add team persistence config and structures",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T00:01:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a614d00254fa1ddbeb9272820e8b2623c20ed75",
          "body": "オーケストレーターと監督のロジックを修正し、チーム作成前にイシューがオープンであることを確認するようにします。\nこれにより、クローズ済みイシューに対する不要なチーム作成の繰り返しを防ぎます。\n\nFixes local-031",
          "is_bot": false,
          "headline": "feat(orchestrator): TEAM_CREATE前にイシューステータスを検証",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-26T00:00:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7741cbf26c9f6db9587e891cdf72a26e874866e7",
          "body": "Prepend behavioral constraints to Gemini system prompts to enforce\ntool-use discipline and prevent verbose text-only responses that bypass\nbash tool calls (e.g., chatlog writes via plain text output).\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add strict prompt constraints for Gemini models",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-25T23:44:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0ea1651448bb7682c425f08087613ff25550d029",
          "body": "The superintendent agent was unreliable at closing issues after PR merges\n(especially with Gemini models). This adds programmatic PullRequestEvent\nhandling at the orchestrator level to automatically close issues, update\nlocal status, and disband teams when a merged PR references an issue via\n\"Issue: <id>\" in its body.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: auto-close GitHub issues when linked PRs are merged",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-25T23:32:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f93e72ea24b279b2bffc34ab7b12b0df886cab1b",
          "body": "feat: gmn→gemini-cli移行、Gemini API直接呼び出し・スロットリング追加",
          "is_bot": false,
          "headline": "feat: gmn→gemini-cli移行、Gemini API直接呼び出し・スロットリング追加 (#111)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-25T23:10:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "47328ff04ced0453a2c438e16da655a4ee667a74",
          "body": "fix(ci): 壊れたベンチマークステップを修正 (ytnobody-MADFLOW-113)",
          "is_bot": false,
          "headline": "fix(ci): 壊れたベンチマークステップを修正 (ytnobody-MADFLOW-113) (#119)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-25T22:47:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3917b3c77cf39d11f112f6bf1760ab7661b4c406",
          "body": "…pletion\n\n- Add duplicate check before posting \"実装開始\" and \"実装完了\" comments\n  to GitHub issues, preventing spam when agents restart or context-reset\n- Require build/test pass verification before posting \"実装完了\"\n- Add guidance to detect and reuse existing branches and PRs instead of\n  starting from scratch each time\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: prevent duplicate issue comments and require CI check before com…",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-25T22:26:56Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "077871e9cd5fa5f96cfaa1fb9fe2f4e9de8e90a4",
          "body": "When the AI model returns chatlog-formatted messages as text output\ninstead of using bash echo, those messages were only logged but never\nwritten to the chatlog file. This caused other agents to never receive\nthe reply, leading to a communication deadlock.\n\nAdd rescueChatLogMessages() to detect chatlog-formatted lines in text\nresponses and auto-append them to the chatlog file.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: rescue chatlog messages from text responses to prevent deadlock",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-25T15:20:45Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "732452ac8a6192c9c1d5cfaee4b688e80de4b8a0",
          "body": "Prevent double retry loops from causing integration test timeouts\nby detecting permanent errors (exec.Error) and returning immediately\ninstead of retrying with exponential backoff.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: skip retry for permanent errors (e.g., executable not found)",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-25T14:17:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0c6527182b93c6889604e6df125a56612869a6e8",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "style: fix gofmt alignment in agent.go and gemini_api.go",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-25T14:11:28Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7d782ea180fdf4928b21a8bfa3d6b16f39cb9471",
          "body": "- Store.Delete() 追加 + 起動時にclosedイシューを自動prune (Fix A)\n- handleTeamCreate でclosed/resolvedイシューへのTEAM_CREATEを拒否 (Fix B)\n- startAllTeams を非ブロッキング化 (fire-and-forget goroutines) (Fix C)\n- context_reset_minutes デフォルトを8→15に変更 + 10未満時に警告 (Fix D)\n- 起動時にstaleな in_progress イシューの AssignedTeam をリセット (Fix E)\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf: 起動時パフォーマンス改善 — closedイシュー自動削除・非ブロッキングチーム起動・staleアサインリセット",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-25T13:09:11Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "21e02c2cfe7ab323f97a43d4927bc545b6bacbde",
          "body": "- gemini_api: MaxIterationsError型追加、geminiMaxTokens 8096→65536、finishReason(SAFETY/MAX_TOKENS等)チェック追加\n- agent: MaxIterationsError時の自動継続メカニズム(最大3回)、初回send失敗時のリトライ(sendWithRetry)\n- throttle: nextWait()+record()をtryAcquire()に統合しレースコンディション修正\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: Geminiエージェント停止問題の修正 — MaxIterations継続・finishReasonチェック・Throttle競合修正",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-25T12:35:01Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "abbb1c0bc13ec3a7d5e17a14d234dea163337cc8",
          "body": "- gmn CLI依存を廃止し、gemini-cliコマンドおよびGemini REST API直接呼び出しに移行\n- Geminiモデル名を正規表記に統一(gemini-2.5-pro, gemini-2.5-flash)\n- Throttle(RPMベーススライディングウィンドウ)によるレート制限を追加\n- 一時的エラーに対する指数バックオフリトライ機構を追加\n- Bashツール実行にコンテキストベースのタイムアウトを追加\n- dormancyテスト・configテストを拡充\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: gmn→gemini-cli移行、Gemini API直接呼び出し、スロットリング・リトライ機構追加",
          "author_name": "ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-25T11:43:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "796a486c83454e5ad3dc9a36087de722b26c5572",
          "body": "ytnobody-MADFLOW-104: startAllTeams中のCtrl+C/SIGTERM受信による誤エラー出力を修正\n\ncontext canceled エラーが起動中のシャットダウンで発生する問題をグレースフルシャットダウンで解決。CI全通過確認済み。",
          "is_bot": false,
          "headline": "fix: startAllTeams後のcontext canceledによる誤エラー出力を修正 (#104) (#108)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-24T01:00:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "00182c32f4eb713114bec6457d14959a1b81be80",
          "body": "local-030: madflow init 時に prompts/ ディレクトリとデフォルトテンプレートを自動生成\n\nCI全通過確認済み。PR #106 でマージ済みの prompts.WriteDefaults を cmdInit() から呼び出す実装。",
          "is_bot": false,
          "headline": "feat: madflow init 時に prompts/ ディレクトリとデフォルトテンプレートを自動生成する (#109)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-24T00:54:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bfb654696f9c500783b8f7642f8adb570917a6bc",
          "body": "local-029: Botコメント検出修正 + prompts go:embed フォールバック実装 + Makefile追加\n\nレビュー: CI全通過確認済み。内容は適切。",
          "is_bot": false,
          "headline": "local-029: PR #100 マージ後もBotコメント検出が機能しない問題の修正 (#106)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-24T00:35:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48997a9836897897a841d261f75861919f24ed0a",
          "body": "… (#105)\n\nytnobody-MADFLOW-102: madflow.tomlテンプレートからreviewer/release_managerを削除\n\n- madflow init で生成する madflow.toml テンプレートから廃止済みの reviewer・release_manager モデル設定を削除\n- roleColors マップからも同ロールのエントリを削除\n- 全CIチェック通過済み",
          "is_bot": false,
          "headline": "ytnobody-MADFLOW-102: madflow.tomlテンプレートからreviewerとrelease_managerを削除…",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-24T00:25:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "90f60d6a1624735649ccf61e5aa1bba170e90637",
          "body": "local-028: Claude APIキー方式バックエンド追加実装\n\nCI/CD全通過確認済み。",
          "is_bot": false,
          "headline": "local-028: Claude APIキー方式バックエンド追加実装 (#101)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
          "committed_at": "2026-02-23T16:23:25Z",
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        {
          "oid": "cf1a915be43ae752405cb8ea70fd31b4e6a1f849",
          "body": "ytnobody-MADFLOW-099: 人間/Botイシューコメントの識別機能追加\n\nCI/CD全通過確認済み。",
          "is_bot": false,
          "headline": "ytnobody-MADFLOW-099: 人間/Botイシューコメントの識別機能追加 (#100)",
          "author_name": "Satoshi Azuma a.k.a. ytnobody",
          "author_login": "ytnobody",
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        }
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    },
    "security_signals": {
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            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 34,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 34,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "28 out of 28 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "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": 79,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.94,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 4931
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.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": "94 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 94,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.38,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".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": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "38 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 38,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 51588,
              "source_files_sampled": 77,
              "oversized_source_files": 0
            },
            "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": "0/77 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 77,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "example"
              ],
              "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": "example",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T05:39:10.394067Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/y/ytnobody/MADFLOW.svg",
  "full_name": "ytnobody/MADFLOW",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

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

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