公开记录中等
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 05:29 UTC
benprew / mage-go
mage-go fork of https://git.sr.ht/~cdcarter/mage-go
benprew/mage-go 的健康指数为 100 分中的 50 分，处于「中等」区间。 其得分最高的类别是AI Readiness（86/100），最低的是Community & Adoption（24/100）。 最近一次更新在 4 天前。 近期的大部分工作由 2 位贡献者完成。
50
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
50
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| Go | github.com/benprew/mage-go | v0.5.1 | - | 4 | 4 天前 |
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
82
开发活跃度
78良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 4 天前 |
| 14.5/36 | 提交节奏 — 52 周中有 21 周有提交 |
| 18/18 | 提交量 — 最近一年 906 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 906 |
| human_commit_share | 1 |
| days_since_last_push | 4 |
| active_weeks_last_year | 21 |
发布纪律
88优秀
评分方式
| 16.2/27 | 有发布版本 — 4 个版本标签（无 GitHub 发布版本） |
| 36/36 | 发布时效 — 最近一次发布版本于 4 天前 |
| 27/27 | 发布节奏 — 约每 25.5 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 4 |
| latest_release_tag | v0.5.1 |
| releases_from_tags | 是 |
| days_since_latest_release | 4 |
| mean_days_between_releases | 25.5 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。
社区与采用
项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？
24
流行度与采用
1危急
评分方式
| 0/60 | 星标 — 1 个星标 |
| 0/25 | 复刻 — 1 个复刻 |
| 0/15 | 关注者 — 0 位关注者 |
所用输入
| forks | 1 |
| stars | 1 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | below_threshold |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（GPL-2.0） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
48
维护者韧性（巴士系数）
50中等
评分方式
| 25.2/54 | 巴士系数 — 2 位贡献者贡献了半数提交 |
| 12.9/22.5 | 提交分布 — 头号贡献者编写了 43% 的提交 |
| 5.4/13.5 | 贡献者广度 — 4 位贡献者 |
| 6/10 | OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
所用输入
| bus_factor | 2 |
| contributors_sampled | 4 |
| top_contributor_share | 0.427 |
议题与 PR 响应能力
1危急
评分方式
| 0/46.8 | 议题解决 — 没有议题或无数据 |
| 0/38.3 | PR 接受 — 没有已裁定的拉取请求或无数据 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
已排除计分（无数据或不适用）：议题解决, PR 接受。 其余权重已重新归一化。
所有权与托管责任
58中等
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 12.8/25 | 所有者影响力 — benprew 有 59 位关注者 |
| 23.6/25 | 既往记录 — 38 个公开仓库，账户约 17 年 |
所用输入
| followers | 59 |
| owner_type | User |
| is_verified | — |
| owner_login | benprew |
| public_repos | 38 |
| account_age_days | 6,440 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
软件包维护
92优秀
评分方式
| 25/25 | 已发布且可解析 — go 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 4 天前 |
| 12/20 | 版本历史 — 4 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | github.com/benprew/mage-go |
| ecosystems | go |
| any_deprecated | 否 |
| min_days_since_publish | 4 |
工程质量
基础的工程与文档实践是否到位？
60
工程实践
50中等
评分方式
| 0/24 | CI 工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — .golangci.yml |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 否 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 否 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：CI-Tests。 其余权重已重新归一化。
文档
75良好
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
28
安全态势
28危急
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 无数据 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 0/10 | Dangerous-Workflow — 无数据 |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — 无数据 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — 无数据 |
| 0/7.5 | Vulnerabilities — 20 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 12 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 6 |
| scorecard_aggregate | 2.8 |
已排除计分（无数据或不适用）：ci_tests, dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
86
AI 代理上下文与指引
72良好
评分方式
| 45/45 | 代理指令 — AGENTS.md, CLAUDE.md |
| 0/15 | 机器可读文档（llms.txt） |
| 27.2/40 | 可读的提交历史 — 100 次人类提交中有 51 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.51 |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 3,211 |
评分方式
| 18/18 | 一条命令的引导启动 — Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — .golangci.yml |
| 11/11 | 静态类型检查 — Go（静态类型） |
| 10/10 | 可复现环境 — lockfile |
| 10/10 | 已体现的代理实践 — 最近 100 次提交中有 15 次由代理编写或署名代理 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — 无数据 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | go.sum, uv.lock |
| has_dockerfile | 否 |
| typed_language | 是 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0.15 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Pinned-Dependencies。 其余权重已重新归一化。
面向模型的代码可读性
99优秀
评分方式
| 45/45 | 可类型检查的代码 — Go（静态类型） |
| 53.8/55 | 可控的文件大小 — 采样的 489 个源文件中有 11 个超过 60KB |
所用输入
| primary_language | Go |
| largest_source_bytes | 219,595 |
| source_files_sampled | 489 |
| oversized_source_files | 11 |
关键数据
1GitHub 星标
4贡献者
906最近 12 个月提交数
4距最近推送天数
4发布版本数
2巴士系数（bus factor）
0开放议题
Go, PyPI软件包生态系统数
数据采集警告
- 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
更多细节
Star 与 Fork 历史 1 ★ / 1 ⇿
1Star
1Fork
1发布
每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。
主版本 0次版本 1修订 0
OpenSSF Scorecard 2.8 / 10
2.8综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 不适用 | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 不适用 | Dangerous-Workflow | no workflows found |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 不适用 | Pinned-Dependencies | no dependencies found |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 不适用 | Token-Permissions | No tokens found |
| 0 | Vulnerabilities | 20 existing vulnerabilities detected |
直接依赖 7
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| Go | github.com/charmbracelet/bubbletea | v1.3.10 | go.mod |
| Go | github.com/charmbracelet/lipgloss | v1.1.0 | go.mod |
| Go | github.com/charmbracelet/ssh | v0.0.0-20250128164007-98fd5ae11894 | go.mod |
| Go | github.com/charmbracelet/wish | v1.4.7 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| PyPI | cffi | >=2.0.0 | pyproject.toml |
| PyPI | orjson | >=3.9 | pyproject.toml |
全部依赖 未采集
本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
原始 JSON 报告 机器可读
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"body": "Ability add/remove was modeled as an additive counter (grantedAttrs > 0),\nso \"loses all landwalk\" (-1) couldn't overcome two Goblin Kings granting\nmountainwalk (+2), leaving the creature wrongly unblockable. Per CR 613.9\ngrant vs. remove resolve in timestamp order (last writer wins) and per CR\n702.1\n[…]\nonvert Hammerheim to RevokeLandwalk().Targeting(ToTarget()), and\ndeep-clone while-conditioned target effects so AI search clones can't\ncorrupt the real effect's expired latch through a shared pointer.",
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"headline": "Fix landwalk removal vs multiple lords; add RevokeLandwalk DSL",
"author_name": "Ben Prew",
"author_login": "benprew",
"committed_at": "2026-07-05T00:14:59Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "42a637f65d6a21d79a1a6f613ada3135f6963593",
"body": "Cards that keep a permanent tapped to maintain a continuous effect on a\ntarget (Tawnos's Weaponry, Phyrexian Gremlins, Ashnod's Battle Gear,\nWillow Satyr, Rubinia Soulsinger) used AttrMayNotUntap, which prompted\nthe player every untap step even after the target had left the\nbattlefield and there was\n[…]\nits\ntap-maintained effects still has a target on the battlefield. Sources\nwhose tapped state maintains something else (storage lands, Tawnos's\nCoffin) keep the normal 'may choose not to untap' prompt.",
"is_bot": false,
"headline": "Auto-untap tap-maintained permanents once their target is gone",
"author_name": "Ben Prew",
"author_login": "benprew",
"committed_at": "2026-07-04T19:20:58Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ac384b835dacc2d03813447d0781d28ba2be19b0",
"body": "Pump was only used to save creatures from lethal burn on the stack.\nExtend it to the declare-blockers step (survive predicted combat\ndamage when no regeneration is available, or pump power to kill the\ncreature being fought) and to CalculateLethal's push-through estimate\n(affordable pump can clear a trampler over a blocker's toughness, or\nlet a first striker reach lethal-to-blocker threshold).",
"is_bot": false,
"headline": "[Heuristic AI] Use pump abilities during combat and in lethal calc",
"author_name": "Ben Prew",
"author_login": "benprew",
"committed_at": "2026-07-02T18:10:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "efc40522a375e413f2d92bf33e77972f8d64a112",
"body": "And how they can be used to save creatures, similar to regeneration",
"is_bot": false,
"headline": "[Hueristic AI] Teach heuristic AI about pump abilities",
"author_name": "Ben Prew",
"author_login": "benprew",
"committed_at": "2026-07-02T03:15:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba221ccdd2026cb6b0513edc6c1e88faecb084f6",
"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,
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},
{
"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,
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},
{
"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>",
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"headline": "pylib: cgo FFI for decision-spec emission + grammar mask",
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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>",
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"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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"headline": "Fix Volley Veteran/Warfire Javelineer/Affectionate Indrik ETB targets",
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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>",
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"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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"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
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"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": [
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"dangerous_workflow",
"packaging",
"pinned_dependencies",
"signed_releases",
"token_permissions"
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}
},
{
"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": [
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"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0.15,
"toolchain_manifests": [
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],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"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"
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}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"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": {
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"largest_source_bytes": 219595,
"source_files_sampled": 489,
"oversized_source_files": 11
},
"components": [
{
"key": "type_checkable_code",
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