公开记录存在风险
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-30 01:12 UTC
Spaceflow-Technologies-INC / gomlx
GoMLX: An Accelerated Machine Learning Framework For Go
Spaceflow-Technologies-INC/gomlx 的健康指数为 100 分中的 42 分，处于「存在风险」区间。 其得分最高的类别是Vitality（80/100），最低的是Community & Adoption（12/100）。 最近一次更新在 9 天前。 近期的大部分工作由 1 位贡献者完成。
42
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。
42
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/gomlx/gomlx指向其他仓库——不计分 | v0.28.1 | - | 68 | 1 天前 |
| Go | github.com/gomlx/gomlx/cmd/gomlx_checkpoints指向其他仓库——不计分 | v0.2.0 | - | 8 | 8 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？
80
开发活跃度
81良好
评分方式
| 28.8/36 | 推送新近度 — 最近一次推送于 9 天前 |
| 33.9/36 | 提交节奏 — 52 周中有 49 周有提交 |
| 18/18 | 提交量 — 最近一年 1,618 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — project was created within the last 90 days. Please review its contents carefully |
所用输入
| commits_last_year | 1,618 |
| human_commit_share | 1 |
| days_since_last_push | 9 |
| active_weeks_last_year | 49 |
发布纪律
78良好
评分方式
| 16.2/27 | 有发布版本 — 65 个版本标签（无 GitHub 发布版本） |
| 27/36 | 发布时效 — 最近一次发布版本于 104 天前 |
| 27/27 | 发布节奏 — 约每 14.7 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 65 |
| latest_release_tag | v0.27.3 |
| releases_from_tags | 是 |
| days_since_latest_release | 104 |
| mean_days_between_releases | 14.7 |
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？
12
流行度与采用
1危急
评分方式
| 0/60 | 星标 — 0 个星标 |
| 0/25 | 复刻 — 0 个复刻 |
| 0/15 | 关注者 — 0 位关注者 |
所用输入
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
25危急
评分方式
| 0/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（Apache-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 | 否 |
| has_license | 否 |
| 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？
25
维护者韧性（巴士系数）
35存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 2.1/22.5 | 提交分布 — 头号贡献者编写了 90% 的提交 |
| 13.5/13.5 | 贡献者广度 — 23 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 4 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 23 |
| top_contributor_share | 0.905 |
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
36存在风险
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 0/25 | 所有者影响力 — Spaceflow-Technologies-INC 有 0 位关注者 |
| 6.2/25 | 既往记录 — 5 个公开仓库，账户约 0 年 |
所用输入
| followers | 0 |
| owner_type | Organization |
| is_verified | — |
| owner_login | Spaceflow-Technologies-INC |
| public_repos | 5 |
| account_age_days | 91 |
工程质量
基础的工程与文档实践是否到位？
62
工程实践
80良好
评分方式
| 24/24 | CI 工作流 — 4 个工作流 |
| 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 | 是 |
| 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
35存在风险
评分方式
| 0/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 0/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | — |
| has_readme | 否 |
| has_docs_dir | 是 |
| has_description | 否 |
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？
26
安全态势
26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 |
| 2.5/2.5 | Contributors — project has 4 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 0/5 | Packaging — 无数据 |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 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 — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 19 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 2.6 |
已排除计分（无数据或不适用）：ci_tests, packaging, signed_releases。 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。
68
AI 代理上下文与指引
62中等
评分方式
| 45/45 | 代理指令 — .agents/AGENTS.md, .agents/CLAUDE.md, .agents/GEMINI.md |
| 0/15 | 机器可读文档（llms.txt） |
| 17.1/40 | 可读的提交历史 — 100 次人类提交中有 32 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 | 0.32 |
| agent_instruction_files | .agents/AGENTS.md, .agents/CLAUDE.md, .agents/GEMINI.md |
| agent_instruction_max_bytes | 8,615 |
评分方式
| 12.6/18 | 一条命令的引导启动 — cmd/gomlx_checkpoints/go.mod, examples/go.mod, go.mod（工具链约定，无任务运行器） |
| 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 — Dockerfile, lockfile |
| 4/10 | 已体现的代理实践 — 最近 100 次提交中有 2 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 |
| 1/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | go.sum |
| has_dockerfile | 是 |
| typed_language | 是 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0.02 |
| toolchain_manifests | cmd/gomlx_checkpoints/go.mod, examples/go.mod, go.mod |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
100优秀
评分方式
| 45/45 | 可类型检查的代码 — Go（静态类型） |
| 54.7/55 | 可控的文件大小 — 采样的 359 个源文件中有 2 个超过 60KB |
所用输入
| primary_language | Go |
| largest_source_bytes | 180,392 |
| source_files_sampled | 359 |
| oversized_source_files | 2 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples, notebooks, sample |
所用输入
| example_dirs | examples, notebooks, sample |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
0GitHub 星标
23贡献者
1,618最近 12 个月提交数
9距最近推送天数
65发布版本数
1巴士系数（bus factor）
0开放议题
Go软件包生态系统数
数据采集警告
- Community profile unavailable
- go package 'github.com/gomlx/gomlx' points at a different repository (https://github.com/gomlx/gomlx); excluded from ecosystem scoring
- go package 'github.com/gomlx/gomlx/cmd/gomlx_checkpoints' points at a different repository (https://github.com/gomlx/gomlx); excluded from ecosystem scoring
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
更多细节
OpenSSF Scorecard 2.6 / 10
2.6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 |
| 10 | Contributors | project has 4 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 不适用 | Packaging | packaging workflow not detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 19 existing vulnerabilities detected |
直接依赖 25
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| Go | github.com/MetalBlueberry/go-plotly | v0.7.0 | go.mod |
| Go | github.com/charmbracelet/lipgloss | v1.1.0 | go.mod |
| Go | github.com/erkkah/margaid | v0.3.0 | go.mod |
| Go | github.com/gomlx/bsplines | v0.2.0 | go.mod |
| Go | github.com/gomlx/compute | v0.0.0-20260711051148-8bbe6fb70a7b | go.mod |
| Go | github.com/gomlx/go-xla | v0.2.3-0.20260712091524-de24a9a82c56 | go.mod |
| Go | github.com/google/go-cmp | v0.7.0 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/janpfeifer/gonb | v0.11.3 | go.mod |
| Go | github.com/muesli/termenv | v0.16.0 | go.mod |
| Go | github.com/pkg/errors | v0.9.1 | go.mod |
| Go | github.com/schollz/progressbar/v3 | v3.19.0 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | golang.org/x/exp | v0.0.0-20260410095643-746e56fc9e2f | go.mod |
| Go | golang.org/x/tools | v0.44.0 | go.mod |
| Go | gonum.org/v1/plot | v0.15.2 | go.mod |
| Go | k8s.io/klog/v2 | v2.140.0 | go.mod |
| Go | github.com/MetalBlueberry/go-plotly | v0.7.0 | cmd/gomlx_checkpoints/go.mod |
| Go | github.com/charmbracelet/lipgloss | v1.1.0 | cmd/gomlx_checkpoints/go.mod |
| Go | github.com/gomlx/compute | v0.0.0-20260711051148-8bbe6fb70a7b | cmd/gomlx_checkpoints/go.mod |
| Go | github.com/gomlx/gomlx | v0.27.4-0.20260712091537-707651716aaf | cmd/gomlx_checkpoints/go.mod |
| Go | github.com/janpfeifer/gonb | v0.11.3 | cmd/gomlx_checkpoints/go.mod |
| Go | github.com/pkg/errors | v0.9.1 | cmd/gomlx_checkpoints/go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | cmd/gomlx_checkpoints/go.mod |
| Go | k8s.io/klog/v2 | v2.140.0 | cmd/gomlx_checkpoints/go.mod |
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": "* graph: add CustomCall op\n\nGeneric multi-output StableHLO custom_call node (e.g. cuDNN flash attention):\nreturns one node per spec.OutputShapes entry. A custom_call is opaque to autodiff,\nso CustomCall takes a caller-supplied vjpFn — the only one who knows the backward\n(typically the target's backw\n[…]\nwould de-duplicate it).\n\nLeave this change to a TODO, coordinated with go-huggingface. The `transformer` API needs a few adjustments anyway.\n\n---------\n\nCo-authored-by: Jan Pfeifer <pfeifer@gmail.com>",
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"body": "btw, After reading the whole tutorial, my overall impression is that it flows smoothly, but there is one main point of confusion. For example:\r\ncoefVar, biasVar := store.GetVariable(\"/dense/weights\"), store.GetVariable(\"/dense/biases\")\r\nIn this code, where does \"/dense/biases\" come from? How is it organized, and why does it start with \"/\"? This may need a bit more explanation to make it easier for beginners to understand",
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"body": "* Renamed references from SimpleGo to \"Go backend\".\n\n* Added FrequencyDivisor option to RoPE.\n\n* Fixed mask shape checking.\n\n* Added `ml/nn.SoftCap`\n\n* Package `attention`: added `WithScoreSoftCap` and `WithPreProjected`\n\n* Moved definition of attention `LayerType` to package `attention`;\nAdded `ena\n[…]\nound reader to return and finalize its local\n buckets via accumulator.go.\n 4. Tests now iterate over \"official\" backends, and run for evey backend that support > 4 devices.\n\n* Updated CHANGELOG.",
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"body": "* 1. Added WithDynamicAxes configuration and caching to Exec ( core/graph/exec.go ) so that executing with differing batch sizes re-uses the same symbolic compiled graph.\n 2. Fixed BroadcastToShape ( core/graph/ops.go ) to support dynamic shapes, validate dimension compatibilities, and unify \n[…]\namic shapes.\n • Updated the sparse categorical accuracy metric in ml/train/metric/metric.go to use loss.MakeShapeLike .\n\n* Updated dependencies.\n\n* Updated dependencies.\n\n* Updated dependencies.",
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"headline": "Updated gomlx_checkpoints -vars to alternate colors only when the sco…",
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"body": "* - Moved pkg/core/... to core/...; Removed deprecated core/dtypes, core/shapes, backends/simplego, backends/xla, backends/notimplemented.\n\n* Fixed graph_generator.\n\n* Remove debugging message.\n\n* Moved pkg/support to support/\n\n* simplego -> compute/gobackend references.\n\n* Added support/pjson: a \"p\n[…]\nncies for github.com/gomlx/gomlx\n\n* Updated dependencies.\n\n* Update GoMLX dependencies for github.com/gomlx/gomlx/cmd/gomlx_checkpoints\n\n* Update GoMLX dependencies for github.com/gomlx/gomlx/examples",
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{
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{
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{
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{
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{
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{
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{
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"ci_last_run_at": null,
"oldest_open_prs": [],
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"ci_last_conclusion": null,
"oldest_open_issues": []
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},
"config": {
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"disabled_categories": [],
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"source": {
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"notes": [],
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"inputs": {
"security": 26,
"vitality": 80,
"community": 12,
"governance": 25,
"engineering": 62
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"components": []
},
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"name": "Vitality",
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"note": null,
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{
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"code": "license_spdx",
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{
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{
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"points": 0,
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{
"key": "issue_template",
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"detail": null,
"points": 0,
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{
"key": "pr_template",
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],
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{
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{
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{
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"code": "contributors_sampled",
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{
"key": "openssf_scorecard_contributors",
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},
{
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"notes": [
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"code": "excluded_no_data",
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},
{
"code": "weights_renormalized",
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}
],
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"closed_issues": 0,
"issue_closed_ratio": null,
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"components": [
{
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{
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{
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{
"key": "openssf_scorecard_code_review",
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]
},
{
"key": "stewardship",
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"code": "owner_organization",
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],
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{
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{
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{
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{
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"code": "ci_workflows",
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}
],
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{
"key": "tests_present",
"name": "Tests present",
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{
"key": "linter_config",
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{
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{
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]
},
{
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{
"key": "wiki",
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],
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{
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{
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{
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{
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{
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"points": 0.5,
"status": "partial",
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},
{
"key": "sast",
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"points": 0,
"status": "missed",
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},
{
"key": "security_policy",
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"detail": "security policy file not detected",
"points": 0,
"status": "missed",
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},
{
"key": "signed_releases",
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"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
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"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "19 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
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}
]
},
{
"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",
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}
],
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"red_flag": false,
"exposures": [],
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"Russia",
"Iran",
"North Korea"
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"review_only_matches": 0,
"assessed_self_published_locations": 4
},
"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",
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}
],
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}
]
}
],
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},
{
"key": "ai_readiness",
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"name": "AI Readiness",
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"weight": 0,
"metrics": [
{
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"points": 45,
"status": "met",
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{
"code": "file_list",
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{
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"points": 0,
"status": "missed",
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},
{
"key": "legible_commit_history",
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{
"code": "legible_history",
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"legible": 32,
"sampled": 100
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{
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"lockfiles": [
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"typecheck_configs": [],
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"examples/go.mod",
"go.mod"
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{
"key": "one_command_bootstrap",
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{
"code": "toolchain_convention",
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"files": "cmd/gomlx_checkpoints/go.mod, examples/go.mod, go.mod"
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{
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"points": 22,
"status": "met",
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},
{
"key": "lint_format_config",
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"detail": ".golangci.yml",
"points": 11,
"status": "met",
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{
"code": "file_list",
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"files": ".golangci.yml"
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}
],
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{
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{
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"code": "agent_authored_commits",
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{
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"status": "missed",
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{
"code": "no_dependency_automation",
"params": {}
}
],
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},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 1,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
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"note": null,
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"largest_source_bytes": 180392,
"source_files_sampled": 359,
"oversized_source_files": 2
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{
"key": "type_checkable_code",
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"points": 45,
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{
"code": "statically_typed_language",
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"language": "Go"
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],
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},
{
"key": "manageable_file_sizes",
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"points": 54.7,
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{
"code": "oversized_source_files",
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{
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"notes": [],
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"inputs": {
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"sample"
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{
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{
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{
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],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
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},
"warnings": [
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"go package 'github.com/gomlx/gomlx' points at a different repository (https://github.com/gomlx/gomlx); excluded from ecosystem scoring",
"go package 'github.com/gomlx/gomlx/cmd/gomlx_checkpoints' points at a different repository (https://github.com/gomlx/gomlx); excluded from ecosystem scoring",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-30T01:12:39.856424Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/Spaceflow-Technologies-INC/gomlx.svg",
"full_name": "Spaceflow-Technologies-INC/gomlx",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}