Registro público
Informe de salud del softwareesquema 0.26.0 · métricas 1.13.0 · 2026-07-22 05:29 UTC

benprew / mage-go

mage-go fork of https://git.sr.ht/~cdcarter/mage-go

GoGPL-2.0★ 1 estrella⑂ 1 forkdesde abr 2026Ver en GitHub ↗

benprew/mage-go tiene un índice de salud de 50 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es AI Readiness (86/100) y la más baja, Community & Adoption (24/100). Se actualizó por última vez hace 4 días. 2 personas concentran la mayor parte del trabajo reciente.

50
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.

50
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

Ben PrewCuenta personal
59 seguidores38 repositorios públicosdesde dic 2008

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/benprew/mage-gov0.5.1-4hace 4 días

Métricas por categoría

Vitalidad

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

82Bueno · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 4 días
14.5/36Cadencia de commits — 21/52 semanas con commits
18/18Volumen de commits — 906 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year906
human_commit_share1
days_since_last_push4
active_weeks_last_year21
Cómo se puntúa
16.2/27Publica versiones — 4 etiquetas de versión (sin releases de GitHub)
36/36Recencia de las versiones — última versión hace 4 días
27/27Cadencia de publicación — una versión cada ~25,5 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count4
latest_release_tagv0.5.1
releases_from_tags
days_since_latest_release4
mean_days_between_releases25,5
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

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

24Crítico · 18% del índice global
Cómo se puntúa
0/60Estrellas — 1 estrellas
0/25Forks — 1 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks1
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (GPL-2.0)
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?

48En riesgo · 24% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
12.9/22.5Distribución de commits — el principal contribuyente firma el 43% de los commits
5.4/13.5Amplitud de contribuyentes — 4 contribuyentes
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Datos de entrada utilizados
bus_factor2
contributors_sampled4
top_contributor_share0,427
Cómo se puntúa
0/46.8Resolución de issues — sin issues o sin datos
0/38.3Aceptación de PR — sin PR decididos o sin datos
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs0
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues, Aceptación de PR. Los pesos restantes se han renormalizado.
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
12.8/25Alcance del propietario — 59 seguidores de benprew
23.6/25Trayectoria — 38 repos públicos, cuenta de ~17 años
Datos de entrada utilizados
followers59
owner_typeUser
is_verified
owner_loginbenprew
public_repos38
account_age_days6440
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 4 días
12/20Historial de versiones — 4 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/benprew/mage-go
ecosystemsgo
any_deprecatedno
min_days_since_publish4

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

60Moderado · 20% del índice global
Cómo se puntúa
0/24Flujos de trabajo de CI
24/24Pruebas presentes
16/16Configuración de linter — .golangci.yml
0/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — sin datos
Datos de entrada utilizados
has_cino
has_tests
has_editorconfigno
has_linter_config
has_precommit_configno
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: CI-Tests. Los pesos restantes se han renormalizado.
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?

28Crítico · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — sin datos
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
0/10Dangerous-Workflow — sin datos
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
0/5Pinned-Dependencies — sin datos
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — sin datos
0/7.5Vulnerabilities — 20 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated12
scorecard_versionv5.5.0
checks_inconclusive6
scorecard_aggregate2,8
Excluidos de la puntuación (sin datos o no aplicable): ci_tests, dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. 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.

86Excelente · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — AGENTS.md, CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
27.2/40Historial de commits legible — 51 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,51
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes3211
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 — 15 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 — sin datos
Datos de entrada utilizados
has_nixno
has_tests
lockfilesgo.sum, uv.lock
has_dockerfileno
typed_language
bootstrap_filesMakefile
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0,15
toolchain_manifestsgo.mod
dependency_bot_commit_share0
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Pinned-Dependencies. Los pesos restantes se han renormalizado.
Cómo se puntúa
45/45Código verificable por tipos — Go (tipado estático)
53.8/55Tamaños de archivo manejables — 11/489 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageGo
largest_source_bytes219.595
source_files_sampled489
oversized_source_files11

Datos clave

1estrellas de GitHub
4contribuidores
906commits en los últimos 12 meses
4días desde el último push
4versiones publicadas
2factor bus
0issues abiertas
Go, PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Could not fetch pypi package 'mage-go' from its registry
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Más detalle

Historial de estrellas y forks 1 ★ / 1 ⇿
1Estrellas
1Forks
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.

0001111112026-042026-052026-05
Mayor 0Menor 1Parche 0
OpenSSF Scorecard 2.8 / 10
2.8agregado

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 05:29 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/dCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
n/dDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
n/dPinned-Dependenciesno dependencies found
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
n/dToken-PermissionsNo tokens found
0Vulnerabilities20 existing vulnerabilities detected
Dependencias directas 7
RegistroPaqueteRestricción de versiónManifiesto
Gogithub.com/charmbracelet/bubbleteav1.3.10go.mod
Gogithub.com/charmbracelet/lipglossv1.1.0go.mod
Gogithub.com/charmbracelet/sshv0.0.0-20250128164007-98fd5ae11894go.mod
Gogithub.com/charmbracelet/wishv1.4.7go.mod
Gogithub.com/google/uuidv1.6.0go.mod
PyPIcffi>=2.0.0pyproject.toml
PyPIorjson>=3.9pyproject.toml
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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          "body": "This was from a game where Opp had a benalish hero and cast holy strength on it.\nBefore it resolved, I cast terror on benalish hero. Holy strength stayed on the\nbattlefield attached to nothing.",
          "is_bot": false,
          "headline": "Fix bug targets that changed zones weren't being marked as illegal",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-07-01T14:44:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97f06ae875c38da36478d7f7a3c37e8ecf4ca691",
          "body": "Add an AITargetExile / TargetExile target purpose for removal that gets\naround indestructibility (exile, sacrifice/edict, -X/-X). Unlike\nTargetRemoval, it applies no indestructibility penalty, so the AI scores an\nindestructible creature as an ordinary high-value target. Tag Swords to\nPlowshares with TargetPurposeOverride: AITargetExile so it correctly aims\nat the opponent's biggest threat even when that threat is indestructible.",
          "is_bot": false,
          "headline": "Teach AI that exile-based removal bypasses indestructibility",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-29T20:52:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11bce18a3bae8972c77d520b99589f594284d343",
          "body": "Extend the combat-trick solver beyond untargeted self-pump (Frozen Shade)\nto targeted pump abilities — one creature pumping another via a mana-only\n\"{cost}: target creature gets +X/+Y\" ability. gatherAbilityPumps collects\nsuch abilities the player controls; applicablePumpUnits offers them as\nrepeata\n[…]\n\n\nTap/sacrifice-cost and \"target creature you control\"-only nuances aside,\nthis covers the common case on both attack and defense.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Model targeted pump abilities in the combat solver",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-29T19:47:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1f9c71abc789892cc083fc8c956f0abbe92080fe",
          "body": "Attack and block decisions were delegated to the combat solver, but the\nsolver only modeled mana-only self-pump abilities on blockers — pump spells\nin hand (Giant Growth) and self-pump on attackers were invisible. As a\nresult the AI refused profitable attacks and ignored blocks a held trick\nwould wi\n[…]\n SolveDefense (our\nblockers) and into the attacker's response in worstBlockingResponse (our\nattackers). Opponent pump still models on-board abilities only, never hand\nspells, per the package contract.",
          "is_bot": false,
          "headline": "Make the combat solver account for held pump tricks",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-29T02:29:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e531d886853d9723c061c863d56013c3ec26cbc4",
          "body": "holdBackValue caused PriorityAction to pass the entire main phase whenever\nan instant was worth holding, so the AI would not deploy a creature or cast\na sorcery it could also afford. Holding a trick should reserve only the\ninstant's mana, not stop board development.\n\nExtract bestHoldableInstant, add\n[…]\ned via the combined cost through the color-aware mana solver).\nOnly pass when no such development play exists. X-cost spells consume all\nmana, so they are excluded from coexisting with a held instant.",
          "is_bot": false,
          "headline": "Reserve mana for held instants instead of freezing the main phase",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-29T02:16:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "efa064555589be70513a2eb39fa96b75579b3dc1",
          "body": "Counterspells were never cast: target selection had no SpellOnStackTarget\ncase, so a counter found no valid target and was skipped. Add that case\n(in both spell and activated-ability target selection) plus a helper that\nranks stack spells by value, only ever targeting an opponent's spell and\ncounter\n[…]\n to EffectProperties (set on the regeneration-stoppable\ndestroy effects, not exile/sacrifice/no-regen/-X/-X) and a stack-response\npath that shields a creature doomed by destroy-removal or lethal burn.",
          "is_bot": false,
          "headline": "Teach heuristic AI to cast counterspells and regenerate vs removal",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-29T02:16:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0196f463218c6d018add091643e6e0721317d9a1",
          "body": "The Legacy flag kept the old pre-weighted heuristic alive solely as a\nlegacy/old benchmarking mode in the gametest and scenariotest harnesses.\nNothing in production or tests depended on it, so the two near-identical\ndecision paths were pure maintenance hazard — improvements had to be\nmirrored or the\n[…]\nluateResponseLegacy along with the legacy/old harness modes. The\nsolverProfile life/board tuning that was gated on !Legacy is now\nunconditional, matching what every non-legacy caller already received.",
          "is_bot": false,
          "headline": "Remove duplicated legacy heuristic AI decision paths",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-29T01:45:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7cae305177c6c1f5bd30e1ad3c252a7717d3d245",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'ai-choice-hooks-multitarget' into awesome",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-29T01:19:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89a8941f372fd20becc675ff60922524328e54d7",
          "body": "Specifically Murk Dwellers damage isn't accurate.",
          "is_bot": false,
          "headline": "Fix issue with AI combat solver not handling unblocked triggers",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-29T01:05:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "511d1452d2ea69ce153b71a543cc6cc89c388ff1",
          "body": "…at code\n\nThe heuristic AIPlayer previously fell back to BasePlayer's naive defaults\n(pick-first / max / White) for every resolution- and cost-time decision,\nundercutting its careful from-hand targeting. Add value-aware overrides that\nroute through the existing eval scoring:\n\n- ChoosePermanent: sacr\n[…]\ncanSingleBlockKill,\nraceInformedAttack, raceInformedBlock) and their tests. evaluateCombatOutcome\nmoves into combat_test.go as the harness that still exercises the live\nsimulateCombatDamage simulator.",
          "is_bot": false,
          "headline": "Add heuristic AI choice hooks, multi-target selection; drop dead comb…",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-29T00:12:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "00e4dab5f1fc37eaf17ce9860af9b34a523ecc52",
          "body": "Cast-time aura targeting ignored the aura's effect (always aimed at own\ncreatures) and player-targeted spells always hit the opponent. Give auras\nan AI profile and make target/timing selection outcome-aware:\n\n- Add AuraAIProfile metadata (boost amounts / steals-control) recorded at\n  construction; N\n[…]\n pump tricks (Giant Growth) through declare-attackers, casting them\n  after blockers are declared unless a threat is on the stack.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Teach heuristic AI to target detrimental auras and time pump spells",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-28T16:51:35Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2af6042760028994bd662945f826b98f634400fe",
          "body": "Cast-time aura targeting ignored the aura's effect (always aimed at own\ncreatures) and player-targeted spells always hit the opponent. Give auras\nan AI profile and make target/timing selection outcome-aware:\n\n- Add AuraAIProfile metadata (boost amounts / steals-control) recorded at\n  construction; N\n[…]\nld kill.\n- Score these auras in SpellValue instead of flat CMC.\n- Hold pump tricks (Giant Growth) through declare-attackers, casting them\n  after blockers are declared unless a threat is on the stack.",
          "is_bot": false,
          "headline": "Teach heuristic AI to target detrimental auras and time pump spells",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-28T16:51:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c8d1ab4925bba9cd53d72275f8dfa6a5ece215d0",
          "body": "Add per-player duel counters for spells, lands, attacks, creature deaths, and non-combat damage so downstream games can evaluate in-game achievements at game over.",
          "is_bot": false,
          "headline": "Track per-duel objectives for achievements",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-27T02:58:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c50c183ab0857cc36113c39928c40ba0a84a5730",
          "body": "Add per-player duel counters for spells, lands, attacks, creature deaths, and non-combat damage so downstream games can evaluate in-game achievements at game over.",
          "is_bot": false,
          "headline": "Track per-duel objectives for achievements",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-27T02:58:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d33a5dc09db6132ca4f34fc439878514e9b45a16",
          "body": "Oubliette set PhasedOut only on the target creature, leaving its Auras\nvisible but attached to an invisible host. The aura-legality SBA then saw\n\"attached to nothing\" and put them into the graveyard.\n\nPer CR 702.26f, Auras and Equipment attached to a phasing permanent phase\nout indirectly with it; p\n[…]\nents in the aura/equipment SBA loops so\nthe indirectly-phased attachments are no longer dropped. Oubliette now\nuses these helpers.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Preserve auras and counters when Oubliette phases out a creature",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-27T02:45:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "872b34b92579a5d4782f7ed801c63757284aaf5a",
          "body": "Oubliette set PhasedOut only on the target creature, leaving its Auras\nvisible but attached to an invisible host. The aura-legality SBA then saw\n\"attached to nothing\" and put them into the graveyard.\n\nPer CR 702.26f, Auras and Equipment attached to a phasing permanent phase\nout indirectly with it; p\n[…]\n the caller can phase exactly that\nset back in. Skip phased-out permanents in the aura/equipment SBA loops so\nthe indirectly-phased attachments are no longer dropped. Oubliette now\nuses these helpers.",
          "is_bot": false,
          "headline": "Preserve auras and counters when Oubliette phases out a creature",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-27T02:45:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e4b88b71ade818e40840464a03627cca18538056",
          "body": "Add ForcedActivationTargets to skip target prompts when an activated\nability's targeting offers no real choice (\"you\", or a single legal\ntarget). The engine fills these in on activation and the interactive\nlayer suppresses the prompt. Rework Conservator to use the untargeted\ncontroller prevention step.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Auto-fill forced activation targets",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-25T02:30:27Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2fabc1e07cad6acfbd5cf43b65c03ec442cc4926",
          "body": "Add ForcedActivationTargets to skip target prompts when an activated\nability's targeting offers no real choice (\"you\", or a single legal\ntarget). The engine fills these in on activation and the interactive\nlayer suppresses the prompt. Rework Conservator to use the untargeted\ncontroller prevention step.",
          "is_bot": false,
          "headline": "Auto-fill forced activation targets",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-25T02:30:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87e129e2734cb62d710bef8286d36e73c1564684",
          "body": null,
          "is_bot": false,
          "headline": "Prune redundant keyword grants from AI search",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-23T21:51:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec24884d44a46495ecef1a486ba63d83c1a160c4",
          "body": null,
          "is_bot": false,
          "headline": "Avoid redundant keyword grants in heuristic AI",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-23T21:50:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f63d7916412034ea94c5eab03d9d3f3f1f84ecf5",
          "body": null,
          "is_bot": false,
          "headline": "Detect redundant keyword-grant activations",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-23T21:50:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ba24f69e8e765e1649c222e4c2a936e3eb9b8f5",
          "body": null,
          "is_bot": false,
          "headline": "Reuse target prevention effect for sources",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-23T21:46:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "efaf2611245dbbb74cc205ee39bec1315392523a",
          "body": "Replace the central ExecuteEffect type-switch interpreter with per-type\nApply(*EffectContext) methods. Each effect now implements its own\nresolution logic, so dispatch is a direct e.Apply(ctx) call.\n\n- Move all exec* functions into Apply methods on their effect types\n- Delete executor.go; ApplyEffec\n[…]\nfects\n  return their concrete types like the rest of the DSL\n- Make nil branch handling explicit in IfElse/IfVarGT and ApplyEffect\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refactor effect dispatch to Effect.Apply methods",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-23T19:50:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "af177109f54b7c6b11c74c8fadd091cb1c8259e2",
          "body": null,
          "is_bot": false,
          "headline": "Refactor Rock Hydra prevention into engine DSL",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-23T19:08:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4e6068dfee8133b1ae68350c24baba7dc043645",
          "body": null,
          "is_bot": false,
          "headline": "Implement Rock Hydra abilities",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-23T18:59:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0408e5a4cdc1850a9137cdf56b444ffd4942ff9b",
          "body": null,
          "is_bot": false,
          "headline": "Fix Manabarbs damage target",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-23T15:35:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6861ae2924bc42102572316f36a03770984a151b",
          "body": null,
          "is_bot": false,
          "headline": "Auto-pass priority without player actions",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-21T03:31:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "487dd06b42aa270c0d1d24a1aee872298043ecee",
          "body": null,
          "is_bot": false,
          "headline": "refactor: unify effect condition handling",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-21T03:17:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e9abf704fac19ab5e0c32becf8a17120e6c49d3",
          "body": null,
          "is_bot": false,
          "headline": "Clean up AGENTS file and remove unsed doc file.",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-11T03:23:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a18823e90a929ecd849e62ea76c08c6674fd32e4",
          "body": "Mana Vault was triggering on every upkeep, instead of only on controller's upkeep.",
          "is_bot": false,
          "headline": "Implement Leviathan. Also fix Mana Vault",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-11T03:19:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef35dac1a3f34bcb0e931d89a6ccb0422addaacb",
          "body": null,
          "is_bot": false,
          "headline": "Remove duplicate effect",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-08T20:34:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2c2dca5d0bfb92dc19fb1bfa0ee9e2cf788ff7e",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'task-ai-pirate-ship' into awesome",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-08T02:24:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5a402e7b23848ed9b497b3eb6ee967c8e8b2f74",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'task-upkeep-optional' into awesome",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-08T02:15:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f625b0f752d5d783fe2ae9fe6992e758a4406ca",
          "body": null,
          "is_bot": false,
          "headline": "Add optional mana payment effects",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-08T01:49:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22a7bae8c181e8f7e4dd00b7cc87f02c95af3e04",
          "body": "The heuristic target selection for {T}: deal N damage to any target\nabilities declined to activate when the opponent's only creatures were\ntoo large for the ping to profitably damage and the opponent was not at\nracing/lethal life. For free recurring pings (no mana cost, paid only by\ntapping, e.g. Pi\n[…]\npponent's face when no creature is\nworth burning, gated on a new isFreeRepeatablePing check so mana-costed\npingers are unaffected.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "AI uses free repeatable pings (Pirate Ship) on opponent face",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-06T17:51:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f03ad9c2762f3d8bd86e13573e6ff161c5f72213",
          "body": "SacrificeAtUpkeepUnlessPay previously force-paid the cost via TryPayManaCond\nwhenever the controller had the mana, so the player could never choose to let\nthe permanent be sacrificed. Replace it with a SacrificeUnlessPayMana effect\nthat prompts the controller (Player.ChooseMayAbility) and only pays \n[…]\nand can afford it; otherwise the source is sacrificed. AIPlayer now\noverrides ChooseMayAbility to accept pay-to-keep upkeep costs.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Support optional upkeep cost payment (e.g. Junun Efreet)",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-06T17:49:35Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9dd094944948fa497e69ba139825aa0b1076266a",
          "body": "bestXValue now computes lethal damage to a targeted creature as its\ncurrent toughness minus damage already marked, instead of always paying\nits full toughness. This avoids wasting mana when the creature is already\ndamaged while still guaranteeing lethal, clamped to available mana.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "AI pays enough X to kill targeted creatures",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-06T17:47:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "67b68041f10dce83b1c129bef116db0348e361cb",
          "body": null,
          "is_bot": false,
          "headline": "Update generated pylib header",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-05T02:21:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "064e45e2e106ebfc099f02e6ae929cdd3879b071",
          "body": null,
          "is_bot": false,
          "headline": "Improve AI regeneration combat actions",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-05T02:21:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5b8f2aa854b9c14014e689e6ac09c86ba270f8d",
          "body": null,
          "is_bot": false,
          "headline": "Track regeneration in gathered effects",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-06-05T02:21:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93c9eceb9fae58984f4332e4c6f74e81ee77b316",
          "body": null,
          "is_bot": false,
          "headline": "Teach heuristic AI to use regeneration",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-30T15:52:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af34487c779d8e64cdb5a388e4baba7e50464228",
          "body": null,
          "is_bot": false,
          "headline": "Rename module to github.com/benprew/mage-go",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-30T03:46:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58f6518a4249dc9960c751d70b3d52f27330ed4e",
          "body": null,
          "is_bot": false,
          "headline": "Fix combat lethal damage and Earthbind timing",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-28T15:25:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26d243192ed5e7cd82d389a4fd75d413291e5931",
          "body": null,
          "is_bot": false,
          "headline": "Generalize heuristic AI hints",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-22T22:08:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b4f394a50ff1898b059239db703d1e36d06cd951",
          "body": "Adds the missing timing rules to Nettling Imp's activated ability:\ntarget must be a non-Wall creature the active player has controlled\nsince the beginning of the turn (no summoning sickness), and the\nability can only be activated on the opponent's turn before attackers\nare declared. New tests cover both timing failure modes.",
          "is_bot": false,
          "headline": "Enforce Nettling Imp timing and continuous-control restriction",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-22T00:06:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d72f4aca02c6b1ff4d1a4cd91ef0ed9304e7bbcd",
          "body": "Adds a TargetTap purpose so the targeting evaluator prefers untapped\nopposing creatures that can attack or block, and sizes X on tap-X mass\nspells (Winter Blast) to the number of valid opposing creatures so the\nAI no longer over-pays mana or fires the spell when only its own\ncreatures are on the battlefield. Tags Winter Blast's effect with the\nmatching Mass/Taps properties.",
          "is_bot": false,
          "headline": "Improve AI handling of tap-X mass spells",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-22T00:06:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be70ab9df346c05c3c046b4a0b2c31412046891f",
          "body": "When evaluating block sets, the defender's untapped mana could enable\nself-targeting pump abilities (Frozen Shade, Carrion Ants) that change\nwhich blocks survive. The solver now applies those activations to a\nclone before computing combat damage so blocks that depend on pump are\nno longer scored as suicide.",
          "is_bot": false,
          "headline": "Model self-pump activations in combat defense search",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-22T00:06:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09ca568318ab23d573e7b226cf5950792e2e70cd",
          "body": "Wires the human player into the expanded CombatDamageAssigner interface\nwith a new PromptAssignCombatDamage path: the engine asks the TUI to\norder multiple blockers and split lethal damage, and the assignment is\ncached between the two callbacks so the player only chooses once. Adds\nDamage to PermanentState snapshots so the UI can show pre-assigned\ndamage on blockers.",
          "is_bot": false,
          "headline": "Add TUI combat damage assignment prompt",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-22T00:05:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a87d97fa8204608b685bbf8180472a68effb028",
          "body": "Extends the assigner interface so smart implementations (TUI, AI) can\ninspect game state and the attacker's total damage when choosing blocker\norder and assignments. Also tags tap-cost and tap-effect outcomes with a\nnew EffectProperties.Taps flag so downstream targeting/heuristics can\ndistinguish \"tap\" from generic detrimental effects.",
          "is_bot": false,
          "headline": "Pass game and total power into CombatDamageAssigner",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-22T00:05:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1b67d186106480243cb08d98d7fe92d98b36773",
          "body": null,
          "is_bot": false,
          "headline": "Improve AI targeting heuristics",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-21T22:42:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d8db193b8e167b17bfe6145b73d72884c40ba67",
          "body": "- atomic.Int64 / atomic.Int32 typed values replace raw int64/int32 +\n  atomic.Load/Store/Add helpers in timing instrumentation\n  (cmd/pylib, pkg/mage/timing, pkg/mage/interactive/timing) and the\n  CR 500.8 turn-structure test.\n- strings.Builder replaces \"+=\" string concatenation in combat-solver\n  e\n[…]\nes.Backward replaces manual reverse-index loops in\n  internal/tui/view and the stack-walk in keyword_sos.\n- strings.Cut replaces strings.SplitN(_, _, 2)[0] in\n  scenarioanalyze anomaly-key extraction.",
          "is_bot": false,
          "headline": "Modernize stdlib usage in hot paths and timing harness",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-21T00:56:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "575428cbf181784bbfc148440d4bd8a9ebcb5864",
          "body": "g.FilterBattlefield / g.AllBattlefield return shared *Permanent\npointers from g.battlefield. Card code that iterated those results\nand mutated a permanent directly (AddCounter, BoostPT, RuntimeAbilities\nappend, Tapped/Controller writes) leaked into the parent game during\nAI-search clones — same root\n[…]\nCounsel,\nStirring Hopesinger, Deluge Virtuoso, Jadzi/Oracle's Gift, Tester of\nthe Tangential, Thornfist Striker, Fractal Mascot, Molten Note),\nfallen_empires (Necrite), limited (Reset's untap clause).",
          "is_bot": false,
          "headline": "Re-acquire mutable permanent when iterating battlefield filters",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-21T00:29:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7f34d00dd42e01314ca851028b3c5ca2f602ce4f",
          "body": "Card effect closures that called g.FindPermanent(sourceID) and then\nmutated the returned *Permanent (AddCounter, BoostPT, direct field\nwrites like Controller/ChosenPlayer/Tapped/Damage/Counters) leaked\nthose mutations into the parent game during AI-search clones —\nClone() shares battlefield permanen\n[…]\nermanent and passes with MutablePermanent.\n\nBundles incidental slices.Backward refactors in\ncards/legends/artifacts.go and cards/secretsofstrixhaven/creatures.go\nthat were already in the working tree.",
          "is_bot": false,
          "headline": "Use MutablePermanent in card effects that write to the source",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-21T00:21:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "319ed42347f3fd06a634e00ec2ec058152d49332",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'mg-stack-overflow' into awesome",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-18T20:36:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da15cd5179841c2eb20fc15a9c7f872837ba52e3",
          "body": "Auras like Animate Dead register their resolution effect via\nWithAbility(NewSpellAbility(...)); that ActionDefinition stays in the\npermanent's RuntimeAbilities and implements ActivatedAbility, so the\nsearch treated it as a 0-cost activatable with no once-per-turn cap and\nrecursed on it indefinitely until the goroutine stack hit its 1 GB cap.",
          "is_bot": false,
          "headline": "Skip spell-kind actions in activatable-ability enumeration",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-18T20:35:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5dac48777159f349339611f35dc2acf855d290bb",
          "body": null,
          "is_bot": false,
          "headline": "Reduce gametest allocation pressure",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-18T20:16:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7a445d347b12090a28697cf212d5e99710a4c67a",
          "body": null,
          "is_bot": false,
          "headline": "Optimize cloned battlefield ownership",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-18T20:07:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb0909a8b411e1333869de8b43036a45559fe1d2",
          "body": null,
          "is_bot": false,
          "headline": "Add search profiling and prune invalid moves",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-18T03:15:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2287737d99249034b59c66a76febd08b8763c976",
          "body": null,
          "is_bot": false,
          "headline": "Skip empty upkeep and draw search",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-18T02:21:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf08633f6c9f96ffdcb37f0c8aba6572018a035a",
          "body": "cloneCardSlice now returns src[:len(src):len(src)] instead of make+copy:\nthe backing array is shared, cap is forced to len so any append on either\nside allocates a new array. Middle-element removes (RemoveFromHand/\nGraveyard/Ante) switch from the destructive append(s[:i], s[i+1:]...)\nidiom to a remo\n[…]\nch workloads (gametest -mode-a search -mode-b search) this\nremoves cloneCardSlice from the top alloc sites (was 7+ GB / 90s with\ndefault decks) and cuts cloneBasePlayer cumulative allocation by ~7 GB.",
          "is_bot": false,
          "headline": "Share card-slice backing arrays across game clones (COW)",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-17T19:43:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d61ad7914357626161cc0e8f55ba4b19ce3397c2",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'mg-smart-tap' into awesome",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-15T03:14:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c399aef861bf6e1ec9d379921d70215783bf762",
          "body": "Address real-bug categories flagged by golangci-lint:\n- errcheck: check ApplyEffect/Execute/runProgram return values\n- nilerr: propagate inner cost Pay error in OptionalCost\n- staticcheck SA9003: remove empty branches (jumpstart lands_test,\n  pylib encoder, reveal.go)\n- staticcheck SA4010: drop unus\n[…]\nry branch overwrites\n\nAlso includes modernize/format auto-fixes pulled in by `make lint`.\n\nDown from 158 to 142 reported issues; remaining are style-only\n(gocritic, prealloc, revive, unused, unparam).",
          "is_bot": false,
          "headline": "Fix high-priority lint errors",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-15T03:05:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0fd6ad8d51bfe8b6f0ac183e17e23dc0d2e3f3fa",
          "body": "CanAfford and MaxXValue routed through buildHypotheticalPool, which\nflattened sources via sourceBucketColor (first declared color only).\nThat undercounted dual lands — a Tundra registered as W but never U,\nso CanAfford({U}) returned false with one in play.\n\nRouting both through SolveMana fixes the u\n[…]\n.go only wants the count.\nbuildHypotheticalPool is deleted; sourceBucketColor stays for\nGetCastableSpells and the source-side hybrid pre-check (still\nsingle-color bucketed there — separate follow-up).",
          "is_bot": false,
          "headline": "Migrate CanAfford / MaxXValue / HypotheticalMana to SolveMana",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-15T03:02:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "db50b4bbcd7bdc445349c079eba82ee98c8c0204",
          "body": null,
          "is_bot": false,
          "headline": "Lint/modernize changes",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-15T02:55:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8cf1006cb05f90818051cfd2dbdc94c97c10128e",
          "body": "Update call sites to TargetDamageAnyTarget following the merge.",
          "is_bot": false,
          "headline": "Fix search tests after TargetAnyTarget rename",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-15T02:54:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce450718d0a6d05201446a64a38ddbd7485ea0fa",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'ai-mage-go/awesome' into awesome",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-15T02:51:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3067a5cafc2ab6fd8f526c5432660020162150c0",
          "body": "Replaces inline auto-tap with pure SolveMana solver + AutoTapForCostWithHint.\nHint deprioritizes the activated permanent itself, weights color preservation\nby remaining hand demand, and penalizes utility lands so basics tap first.\nmanaSourceInfo gains Colors []Color and PerTapOutput so dual lands sa\n[…]\nlor and dual-emit single-tap lands ({T}: Add {G}{W}) satisfy both\ncolored slots in one tap. Drops the speculative Playable() stub; oracle-replay\nnow diffs against GetPlayableLands + GetCastableSpells.",
          "is_bot": false,
          "headline": "Smart auto-tap with hints, extract pure SolveMana",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-15T02:44:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a6e0d7db674e26afaee5612e78d1076508fbf70f",
          "body": "Mishra's Workshop and Metamorphosis previously set a player-wide flag\nthat blocked every non-matching cast for the rest of the turn — so any\nbasic land tapped before or after the restricted source also got\nlocked. Move the restriction onto individual Mana entries via a new\nManaRestriction interface \n[…]\nCanPay/Pay (and CanAfford/MaxXValue) at every spell-cast site.\nRestricted mana is invisible to nil-context payments and preferentially\nspent first on matching spells so it isn't wasted at end-of-step.",
          "is_bot": false,
          "headline": "Attach spend-only-on-X restrictions to individual mana",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-14T21:47:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8dde9a46dcb8291982ab25183efe96ecfb166159",
          "body": null,
          "is_bot": false,
          "headline": "Add Rogue deck gametest support",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-14T16:10:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68d9bedf2a3300cc21005c3c65d693a49602d2eb",
          "body": "The moveLess tiebreaker that makes alpha-beta deterministic was sorting\nascending by ActionType, so ActionPass (0) won ties over ActionCastSpell\n(2). When \"cast bolt for lethal now\" and \"pass, then cast bolt later\"\nboth reached terminalScore, pass won the tiebreak and the chain recorded\nthe lethal c\n[…]\ncircuit's equivalence to simple-minimax's two-layer route.\n\nFixes TestSearch_FindLethal, TestSearch_PreferHigherValueCreature,\nTestSearch_MultiSpell_BoltAndCreature, TestXSpell_SearchPicksExactLethal.",
          "is_bot": false,
          "headline": "Prefer non-pass moves on tied scores, add simple-minimax parity tests",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-14T02:35:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e3489db81e35832db02668fb9af1be7712c6ee44",
          "body": "Replace the iterative-deepening / alpha-beta / PV-move-ordering Strategy\nwith the simple-minimax algorithm from /Users/ben/src/simple-minimax: one\nfull-turn search that branches at every priority window and at\nDeclareAttackers / DeclareBlockers, terminating at active-player Cleanup.\n\nNew unified_*.g\n[…]\n-spell and low-quality-ability filtering since the search\nitself now selects between candidates. zobrist.go retains SearchKey for\nthe older TT API; tt_measure_test.go drops the obsolete fallback hook.",
          "is_bot": false,
          "headline": "Port search to unified full-turn minimax",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-14T02:35:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d28fcc45c0e629bcf8e833cef902d045b7d11fc6",
          "body": "ActivateAbilityByIndex was lenient: it would let any player activate any\nability, with permission checks living only in the SimpleActivatedAbility\nopponent-only path. The result was that an opponent could activate a\nMishra's Factory they didn't control. Add controller checks in\nActionDefinition.CanActivate and in the mana-ability / generic-ability\nbranches of ActivateAbilityByIndex, gated on AnyPlayerMayUse /\nOpponentOnlyMayUse so the existing crewing/spell-copy paths still work.",
          "is_bot": false,
          "headline": "Reject opponent activation of non-AnyPlayer abilities",
          "author_name": "Ben Prew",
          "author_login": "benprew",
          "committed_at": "2026-05-14T02:34:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5caaae55ed2e8147ca6697dfa2e6157c38e8786",
          "body": "…covers\n\nTwo of the FFI entry points that the Python text-encoder pipeline drives\nhardest were swallowing panic stacks: their deferred recover only stored\n``fmt.Sprintf(\"panic: %v\", r)``, so when something nested deep in the\nemitter (or in spec encoding) blew up, the Python caller saw just\n``panic: \n[…]\n with length 0`` with no\nlocation. Append ``debug.Stack()`` like ``MageEncodeTokensPacked`` and\nthe other entry points already do.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Surface stack traces from MageEncodeBatch / MageEncodeDecisionSpec re…",
          "author_name": "Patrick Hulin",
          "author_login": "phulin",
          "committed_at": "2026-05-10T15:40:43Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3372ecf5db754e23eb0f6f4b066ecbd2625350cf",
          "body": "MageEncodeTokensPacked writes only state tokens; MageEncodeDecisionSpec\nemits the per-row spec section to a side buffer with anchor positions\nshifted by the row's state-text length so they reference the combined\nstate||spec stream. Without a final pack pass the encoder only ever\nsees state hidden st\n[…]\ned),\nmatching the card-ref convention.\n\nReturns 0 on success, -1 if the combined stream would exceed the\nallocated token capacity.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add MagePackCombinedTokens: pack state||spec into one packed stream",
          "author_name": "Patrick Hulin",
          "author_login": "phulin",
          "committed_at": "2026-05-10T03:27:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0fd2d849b615d5d06d4c383ea337d0d2cae8a3fd",
          "body": "…the decoder pipeline",
          "is_bot": false,
          "headline": "Add MageBatchStepByDecoderAction: per-decision-type engine apply for …",
          "author_name": "Patrick Hulin",
          "author_login": "phulin",
          "committed_at": "2026-05-09T21:44:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d2709399ce9c9c44a0c28592c922442536edeaf",
          "body": null,
          "is_bot": false,
          "headline": "Merge decoder-cutover: drop inline-blank assembler + ABI",
          "author_name": "Patrick Hulin",
          "author_login": "phulin",
          "committed_at": "2026-05-09T21:20:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "66f04fa68ff67d2e493bed9160e75381ad81ba47",
          "body": null,
          "is_bot": false,
          "headline": "Decoder cutover: delete inline-blank assembler, drop blank ABI",
          "author_name": "Patrick Hulin",
          "author_login": "phulin",
          "committed_at": "2026-05-09T18:45:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70f4ee6d9e7905152356869c2e8ce97921248c38",
          "body": "Step 8b/9b of the decoder grammar plan.\n\n- abi.h: MagePackedSpecOutputs + MageDecisionSpecTokens structs\n- decision_spec_ffi.go: per-batch state map (sync.Map keyed by monotonic\n  int64 handle), four cgo exports — MageRegisterDecisionSpecTokens,\n  MageEncodeDecisionSpec, MageDecisionMaskNext, MageRe\n[…]\nosts one extra cgo crossing per training\nstep; the structs are already laid out to fold in later if needed.\n\ngo test ./... passes.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "pylib: cgo FFI for decision-spec emission + grammar mask",
          "author_name": "Patrick Hulin",
          "author_login": "phulin",
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          "body_truncated": true,
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        {
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          "body": "Pure-Go core for steps 8 and 9 of the decoder grammar plan\n(see magic-ai/docs/decoder_grammar_plan.md).\n\n- decision_spec_emitter.go: emitDecisionSpec mirrors render_spec.py;\n  decisionType/anchorKind enums pinned to the Python IntEnum ids\n- decision_mask.go: nextMask state machine mirrors grammar.py\n[…]\ncisionMaskNext + BatchHandle lifecycle. The pure-Go core\nlanded here is the load-bearing logic; the deferred wiring is mechanical.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "pylib: native decision-spec emitter + grammar-mask state machine",
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          "body": "These have triggered abilities (\"when this creature enters, it deals\ndamage to target ...\") not cast targets — the WithETBEffect form runs\ninline against cast targets and was missing a target. Switch to\nEntersBattlefieldTrigger(...).AddTarget(...). Affectionate Indrik's\n\"may\" wording is now expressed via the trigger's optional flag.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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          "body": "Volley Veteran, Warfire Javelineer, and Affectionate Indrik each have\n\"target creature [an opponent controls / you don't control]\" in their\nOracle text but were missing WithCastTarget, so the ETB effect ran with\nno chosen target.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add missing CastTargets on jumpstart ETB-on-target creatures",
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          "body": "Rename TargetAnyTarget/AnyTarget → TargetDamageAnyTarget/DamageAnyTarget\nand include planeswalkers (CR 115.4). Add TargetPlayerOrPlaneswalker for\n\"target player or planeswalker\" damage.\n\nJumpstart fixes flagged by review:\n- Heartfire: sacrifice cost accepts creature OR planeswalker\n- Hungry Flames: \n[…]\nmages each creature AND planeswalker opponents control\n- Immolating Gyre: damages each creature AND planeswalker you don't control\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "critical",
        "name": "Community & Adoption",
        "value": 24,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 1,
              "stars": 1,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "below_threshold"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "1 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (GPL-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "GPL-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 48,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 4,
              "top_contributor_share": 0.427
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 43% of commits",
                "points": 12.9,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 43
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "4 contributors",
                "points": 5.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "merged_prs": 0,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "no decided pull requests or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_decided_prs_or_data",
                    "params": {}
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 58,
            "inputs": {
              "followers": 59,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "benprew",
              "public_repos": 38,
              "account_age_days": 6440
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "59 followers of benprew",
                "points": 12.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 59,
                      "login": "benprew"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "38 public repos, account ~17 yr old",
                "points": 23.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 38
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 17
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "packages": [
                "github.com/benprew/mage-go"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 4
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 4 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 4
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "4 published versions",
                "points": 12,
                "status": "partial",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 60,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 50,
            "inputs": {
              "has_ci": false,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": 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": "critical",
        "name": "Security",
        "value": 28,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 28,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 12,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 6,
              "scorecard_aggregate": 2.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 0/30 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 workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "20 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "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": 2
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 86,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.51,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 3211
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, 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": "51 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 27.2,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 51,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 91,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.15,
              "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": "15 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 15,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 219595,
              "source_files_sampled": 489,
              "oversized_source_files": 11
            },
            "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": "11/489 source files over 60KB",
                "points": 53.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 489,
                      "oversized": 11
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": [
    "Could not fetch pypi package 'mage-go' from its registry",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T05:29:10.392823Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/benprew/mage-go.svg",
  "full_name": "benprew/mage-go",
  "license_state": "standard",
  "license_spdx": "GPL-2.0"
}

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

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

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