公开记录危急
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 00:58 UTC
SciProgCentre / kmath
Kotlin mathematics extensions library
SciProgCentre/kmath 的健康指数为 100 分中的 26 分，处于「危急」区间。 其得分最高的类别是Sustainability & Governance（65/100），最低的是Security（21/100）。 最近一次更新在 8 天前。 近期的大部分工作由 2 位贡献者完成。
26
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。
26
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。
高风险司法辖区政策对加权总体健康应用 50% 的乘数，并对其设置“存在风险”上限 49。
所有权
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？
51
开发活跃度
44存在风险
评分方式
| 28.8/36 | 推送新近度 — 最近一次推送于 8 天前 |
| 3.5/36 | 提交节奏 — 52 周中有 5 周有提交 |
| 12.2/18 | 提交量 — 最近一年 22 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
所用输入
| commits_last_year | 22 |
| human_commit_share | 1 |
| days_since_last_push | 8 |
| active_weeks_last_year | 5 |
发布纪律
62中等
评分方式
| 27/27 | 有发布版本 — 已发布 17 个发布版本 |
| 16.2/36 | 发布时效 — 最近一次发布版本于 197 天前 |
| 12.6/27 | 发布节奏 — 约每 215.9 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 17 |
| latest_release_tag | v0.5.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 197 |
| mean_days_between_releases | 215.9 |
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？
57
流行度与采用
68中等
评分方式
| 46.3/60 | 星标 — 720 个星标 |
| 15.1/25 | 复刻 — 66 个复刻 |
| 7/15 | 关注者 — 19 位关注者 |
所用输入
| forks | 66 |
| stars | 720 |
| watchers | 19 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
44存在风险
评分方式
| 22.5/22.5 | README |
| 16.9/22.5 | 许可证 — 存在许可证文件，但不是可识别的许可证 |
| 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 | 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？
65
维护者韧性（巴士系数）
60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 |
| 11.6/22.5 | 提交分布 — 头号贡献者编写了 49% 的提交 |
| 13.5/13.5 | 贡献者广度 — 27 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 14 contributing companies or organizations |
所用输入
| bus_factor | 2 |
| contributors_sampled | 27 |
| top_contributor_share | 0.486 |
议题与 PR 响应能力
67中等
评分方式
| 31.7/46.8 | 议题解决 — 68% 的议题已关闭 |
| 33.5/38.3 | PR 接受 — 已裁定的 PR 中 263/300 已合并 |
| 1.5/15 | OpenSSF Scorecard：Code-Review — Found 4/28 approved changesets -- score normalized to 1 |
所用输入
| merged_prs | 263 |
| open_issues | 76 |
| closed_issues | 160 |
| issue_closed_ratio | 0.678 |
| closed_unmerged_prs | 37 |
所有权与托管责任
68中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 13.3/25 | 所有者影响力 — SciProgCentre 有 69 位关注者 |
| 24.2/25 | 既往记录 — 46 个公开仓库，账户约 8 年 |
所用输入
| followers | 69 |
| owner_type | Organization |
| is_verified | — |
| owner_login | SciProgCentre |
| public_repos | 46 |
| account_age_days | 3,007 |
工程质量
基础的工程与文档实践是否到位？
56
工程实践
34存在风险
评分方式
| 24/24 | CI 工作流 — 2 个工作流 |
| 0/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 10/20 | OpenSSF Scorecard：CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
所用输入
| has_ci | 是 |
| has_tests | 否 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://sciprogcentre.github.io/kmath/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 3 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | kotlin, mathematics-library, jetbrains-research |
| has_wiki | 否 |
| homepage | https://sciprogcentre.github.io/kmath/ |
| 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？
21
安全态势
21危急
司法辖区风险警示
检测到高风险司法辖区暴露
3 主要贡献者资料Russia安全与总体评级：最高为“有风险”
依据公开资料中自行填写的所在地。此治理信号不判定国籍、公民身份、意图、制裁状态或个人可信度。
了解司法辖区暴露的评估方式评分方式
| 6.8/7.5 | Binary-Artifacts — binaries present in source code |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 1.2/2.5 | CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 4/28 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 14 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | 许可证 — license file detected |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.2 |
| high_risk_jurisdiction_cap | 49 |
| high_risk_jurisdiction_multiplier | 50 |
| security_posture_after_multiplier | 21 |
| security_posture_before_jurisdiction | 42 |
已排除计分（无数据或不适用）：packaging, signed_releases。 其余权重已重新归一化。 高风险司法辖区政策应用 50% 的乘数，并对安全态势设置“存在风险”上限 49。
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。
33
AI 代理上下文与指引
8危急
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 7.5/40 | 可读的提交历史 — 100 次人类提交中有 14 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 | 0.14 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 12.6/18 | 一条命令的引导启动 — benchmarks/build.gradle.kts, build.gradle.kts, examples/build.gradle.kts（工具链约定，无任务运行器） |
| 0/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — Kotlin（静态类型） |
| 0/10 | 可复现环境 |
| 0/10 | 已体现的代理实践 — 最近 100 次提交中没有代理编写的提交 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 否 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 是 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | benchmarks/build.gradle.kts, build.gradle.kts, examples/build.gradle.kts, kmath-ast/build.gradle.kts, kmath-commons/build.gradle.kts, kmath-complex/build.gradle.kts, kmath-core/build.gradle.kts, kmath-coroutines/build.gradle.kts, kmath-dimensions/build.gradle.kts, kmath-ejml/build.gradle.kts, kmath-for-real/build.gradle.kts, kmath-functions/build.gradle.kts, kmath-geometry/build.gradle.kts, kmath-histograms/build.gradle.kts, kmath-jupyter/build.gradle.kts, kmath-kotlingrad/build.gradle.kts, kmath-memory/build.gradle.kts, kmath-multik/build.gradle.kts, kmath-nd4j/build.gradle.kts, kmath-ojalgo/build.gradle.kts, kmath-optimization/build.gradle.kts, kmath-stat/build.gradle.kts, kmath-symja/build.gradle.kts, kmath-tensorflow/build.gradle.kts, kmath-tensors/build.gradle.kts, kmath-viktor/build.gradle.kts, test-utils/build.gradle.kts |
| 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 — Kotlin（静态类型） |
| 54.9/55 | 可控的文件大小 — 采样的 560 个源文件中有 1 个超过 60KB |
所用输入
| primary_language | Kotlin |
| largest_source_bytes | 69,014 |
| source_files_sampled | 560 |
| oversized_source_files | 1 |
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 |
所用输入
| example_dirs | examples, notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
720GitHub 星标
27贡献者
22最近 12 个月提交数
8距最近推送天数
17发布版本数
2巴士系数（bus factor）
76开放议题
Maven软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
更多细节
Star 与 Fork 历史 0 ★ / 66 ⇿
0Star
66Fork
17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 4修订 4
每个点涵盖 8 天。
OpenSSF Scorecard 4.2 / 10
4.2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）。
| 9 | Binary-Artifacts | binaries present in source code |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 5 | CI-Tests | 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 4/28 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 14 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
全部依赖 0
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 0 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。
| 注册表 | 软件包 | 版本 | 关系 |
|---|
依赖安全公告 未评估
本报告未能完成公告比对：No resolved dependencies to assess
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"kotlin",
"mathematics-library",
"jetbrains-research"
],
"is_fork": false,
"size_kb": 22180,
"has_wiki": false,
"homepage": "https://sciprogcentre.github.io/kmath/",
"languages": {
"ANTLR": 887,
"Kotlin": 2059783
},
"pushed_at": "2026-07-17T20:16:21Z",
"created_at": "2018-04-14T05:52:49Z",
"owner_type": "Organization",
"updated_at": "2026-07-21T16:32:13Z",
"description": "Kotlin mathematics extensions library",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "main",
"license_spdx_raw": null,
"primary_language": "Kotlin",
"significant_languages": [
"Kotlin"
]
},
"owner": {
"blog": "https://sciprog.center",
"name": "SPC",
"type": "Organization",
"login": "SciProgCentre",
"company": null,
"location": null,
"followers": 69,
"avatar_url": "https://avatars.githubusercontent.com/u/38881479?v=4",
"created_at": "2018-05-01T10:44:59Z",
"is_verified": null,
"public_repos": 46,
"account_age_days": 3007
},
"license": {
"state": "custom",
"spdx_id": null,
"raw_spdx": null,
"file_present": true,
"scorecard_found": true,
"profile_has_license": false
},
"activity": {
"releases": [
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2026-01-09T11:29:19Z"
},
{
"tag": "v0.3.1",
"kind": "patch",
"published_at": "2023-05-12T19:24:30Z"
},
{
"tag": "v0.3.1-dev-RC",
"kind": "prerelease",
"published_at": "2023-04-09T08:14:13Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2022-04-12T08:03:06Z"
},
{
"tag": "v0.3.0-dev-18",
"kind": "prerelease",
"published_at": "2022-02-13T14:49:46Z"
},
{
"tag": "v0.3.0-dev-8",
"kind": "prerelease",
"published_at": "2021-05-08T14:17:09Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2021-02-21T14:00:33Z"
},
{
"tag": "v0.2.0-dev-5",
"kind": "prerelease",
"published_at": "2021-01-20T14:33:58Z"
},
{
"tag": "v0.2.0-dev-2",
"kind": "prerelease",
"published_at": "2020-09-27T17:06:39Z"
},
{
"tag": "v0.1.4",
"kind": "patch",
"published_at": "2020-09-14T19:50:22Z"
},
{
"tag": "0.1.4-dev-8",
"kind": "prerelease",
"published_at": "2020-06-27T13:49:10Z"
},
{
"tag": "0.1.4-dev-4",
"kind": "prerelease",
"published_at": "2020-04-30T08:42:54Z"
},
{
"tag": "0.1.3",
"kind": "patch",
"published_at": "2019-06-26T15:55:45Z"
},
{
"tag": "0.1.2",
"kind": "patch",
"published_at": "2019-05-31T10:22:09Z"
},
{
"tag": "0.1.0",
"kind": "minor",
"published_at": "2019-02-22T10:54:12Z"
},
{
"tag": "0.1.0-dev",
"kind": "prerelease",
"published_at": "2019-02-21T05:59:50Z"
},
{
"tag": "0.0.2-dev-1",
"kind": "prerelease",
"published_at": "2018-12-11T14:33:04Z"
}
],
"recent_commits": [
{
"oid": "33ca467fa8b3c710422204da77740b7efa68c062",
"body": "…in/dokka/issues/4001' (!532) from dev into main\n\nReviewed-on: https://git.sciprog.center/kscience/kmath/pulls/532",
"is_bot": false,
"headline": "Merge pull request 'Workaround for dokka bug: https://github.com/Kotl…",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2026-01-09T11:49:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "72b0d9edc9b61078ac151c19eb6016f973cf87a1",
"body": null,
"is_bot": false,
"headline": "Workaround for dokka bug: https://github.com/Kotlin/dokka/issues/4001",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2026-01-09T11:48:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8b23261e1cfcec8c5747ab9717efc39888263b8",
"body": "Move last projects from JVM to MPP.\nUpdate changelog.",
"is_bot": false,
"headline": "Update Readme.",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2026-01-09T11:00:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d64a117a9f396a5cb463cc8de9349127655de1e1",
"body": null,
"is_bot": false,
"headline": "Update changelog",
"author_name": "altavir",
"author_login": "altavir",
"committed_at": "2026-01-08T12:55:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "845aea0cd78989ae6a1649b1f7c038c7d11554af",
"body": "… matrices to solve KS-626' (!530) from feature/boolean-flag-attributes into dev\n\nReviewed-on: https://git.sciprog.center/kscience/kmath/pulls/530\nReviewed-by: Gleb Minaev <glebminaev02@yandex.ru>",
"is_bot": false,
"headline": "Merge pull request 'Replace FlagAttributes with BooleanAttributes for…",
"author_name": "Alexander Nozik",
"author_login": "altavir",
"committed_at": "2025-11-30T08:55:14Z",
"body_truncated": false,
"is_coding_agent": false
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