公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-23 16:16 UTC
kcleal / dysgu
Toolkit for calling structural variants using short or long reads
kcleal/dysgu 的健康指数为 100 分中的 61 分，处于「中等」区间。 其得分最高的类别是Vitality（74/100），最低的是AI Readiness（37/100）。 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。
61
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。
61
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 |
|---|---|---|---|---|---|
| PyPI | dysgu | 1.9.0 | 1,527 | 43 | 7 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？
74
开发活跃度
62中等
评分方式
| 28.8/36 | 推送新近度 — 最近一次推送于 9 天前 |
| 9.7/36 | 提交节奏 — 52 周中有 14 周有提交 |
| 13.8/18 | 提交量 — 最近一年 33 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 10 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 33 |
| human_commit_share | 1 |
| days_since_last_push | 9 |
| active_weeks_last_year | 14 |
发布纪律
92优秀
评分方式
| 27/27 | 有发布版本 — 已发布 29 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 9 天前 |
| 19.8/27 | 发布节奏 — 约每 53.8 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 29 |
| latest_release_tag | v1.9.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 9 |
| mean_days_between_releases | 53.8 |
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？
48
流行度与采用
43存在风险
评分方式
| 33.4/60 | 星标 — 115 个星标 |
| 9.3/25 | 复刻 — 14 个复刻 |
| 0/15 | 关注者 — 2 位关注者 |
所用输入
| forks | 14 |
| stars | 115 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
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（MIT） |
| 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 |
生态采用（下载量）
53中等
评分方式
| 42.5/80 | 月度下载量 — pypi 合计每月 1,527 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | dysgu |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 1,527 |
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。
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？
62
维护者韧性（巴士系数）
24危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 1.2/22.5 | 提交分布 — 头号贡献者编写了 94% 的提交 |
| 10.8/13.5 | 贡献者广度 — 8 位贡献者 |
| 3/10 | OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 8 |
| top_contributor_share | 0.945 |
议题与 PR 响应能力
81良好
评分方式
| 46/46.8 | 议题解决 — 98% 的议题已关闭 |
| 34.6/38.3 | PR 接受 — 已裁定的 PR 中 38/42 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 2/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 38 |
| open_issues | 2 |
| closed_issues | 116 |
| issue_closed_ratio | 0.983 |
| closed_unmerged_prs | 4 |
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 |
| 13.6/25 | 所有者影响力 — kcleal 有 76 位关注者 |
| 22.8/25 | 既往记录 — 29 个公开仓库，账户约 7 年 |
所用输入
| followers | 76 |
| owner_type | User |
| is_verified | — |
| owner_login | kcleal |
| public_repos | 29 |
| account_age_days | 2,878 |
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
100优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 7 天前 |
| 20/20 | 版本历史 — 43 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 | dysgu |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 7 |
工程质量
基础的工程与文档实践是否到位？
69
工程实践
58中等
评分方式
| 24/24 | CI 工作流 — 1 个工作流 |
| 24/24 | 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 | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
85优秀
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 |
| 10/10 | 主题标签 — 8 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | genomics, bioinformatics, structural-variation, variant-calling, paired-end, long-read, structural, variant |
| 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？
44
安全态势
44存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 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 |
| 0/7.5 | Code-Review — Found 2/30 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 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 |
| 7.5/7.5 | Maintained — 10 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 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 | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 4.4 |
已排除计分（无数据或不适用）：branch_protection, 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。
37
AI 代理上下文与指引
12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） |
| 11.7/40 | 可读的提交历史 — 100 次人类提交中有 22 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 | 0.22 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 18/18 | 一条命令的引导启动 — docs/Makefile |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — Dockerfile |
| 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 | 是 |
| lockfiles | — |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | docs/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
49存在风险
评分方式
| 0/45 | 可类型检查的代码 — Cython，未配置类型检查 |
| 49.1/55 | 可控的文件大小 — 采样的 28 个源文件中有 3 个超过 60KB |
所用输入
| primary_language | Cython |
| largest_source_bytes | 783,002 |
| source_files_sampled | 28 |
| oversized_source_files | 3 |
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 — notebooks |
所用输入
| example_dirs | notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
115GitHub 星标
8贡献者
33最近 12 个月提交数
9距最近推送天数
29发布版本数
1巴士系数（bus factor）
2开放议题
PyPI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
- deps.dev does not index pypi:dysgu@1.9.0; advisories assessed against the repository dependency graph instead
- No resolved dependencies carried a version and a supported ecosystem
更多细节
Star 与 Fork 历史 0 ★ / 14 ⇿
0Star
14Fork
26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 5修订 21
每个点涵盖 5 天。
OpenSSF Scorecard 4.4 / 10
4.4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 |
| 不适用 | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 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 |
| 0 | Code-Review | Found 2/30 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 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 |
| 10 | Maintained | 10 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 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 |
直接依赖 11
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | cython | — | pyproject.toml |
| PyPI | click | >= 8.0 | pyproject.toml |
| PyPI | numpy | — | pyproject.toml |
| PyPI | scipy | — | pyproject.toml |
| PyPI | pandas | — | pyproject.toml |
| PyPI | pysam | >= 0.23.3 | pyproject.toml |
| PyPI | networkx | >= 2.4 | pyproject.toml |
| PyPI | scikit-learn | >= 0.22 | pyproject.toml |
| PyPI | sortedcontainers | — | pyproject.toml |
| PyPI | superintervals | >= 0.3.0 | pyproject.toml |
| PyPI | lightgbm | — | pyproject.toml |
全部依赖 6
来自 GitHub 依赖图的完整解析依赖集合：5 个直接依赖与 1 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 |
|---|---|---|---|
| PyPI | click | — | 直接 |
| PyPI | networkx | — | 直接 |
| PyPI | pysam | — | 直接 |
| PyPI | scikit-learn | — | 直接 |
| PyPI | superintervals | — | 直接 |
| PyPI | meson-python | — | 间接 |
依赖安全公告 未评估
本报告未能完成公告比对：No resolved dependencies carried a version and a supported ecosystem
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"genomics",
"bioinformatics",
"structural-variation",
"variant-calling",
"paired-end",
"long-read",
"structural",
"variant"
],
"is_fork": false,
"size_kb": 49019,
"has_wiki": true,
"homepage": null,
"languages": {
"C++": 110773,
"Cython": 443302,
"Python": 227588
},
"pushed_at": "2026-07-14T09:14:13Z",
"created_at": "2019-10-30T10:44:31Z",
"owner_type": "User",
"updated_at": "2026-06-15T13:48:23Z",
"description": "Toolkit for calling structural variants using short or long reads",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "master",
"license_spdx_raw": "MIT",
"primary_language": "Cython",
"significant_languages": [
"Cython",
"Python",
"C++"
]
},
"owner": {
"blog": null,
"name": "Kez Cleal",
"type": "User",
"login": "kcleal",
"company": "Cardiff University",
"location": "Cardiff",
"followers": 76,
"avatar_url": "https://avatars.githubusercontent.com/u/42997789?v=4",
"created_at": "2018-09-05T09:14:57Z",
"is_verified": null,
"public_repos": 29,
"account_age_days": 2878
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v1.9.0",
"kind": "minor",
"published_at": "2026-07-14T09:14:13Z"
},
{
"tag": "v1.8.9",
"kind": "patch",
"published_at": "2026-04-24T16:50:26Z"
},
{
"tag": "v1.8.8",
"kind": "patch",
"published_at": "2026-02-11T13:08:43Z"
},
{
"tag": "v1.8.7",
"kind": "patch",
"published_at": "2025-09-25T09:21:21Z"
},
{
"tag": "v1.8.6",
"kind": "patch",
"published_at": "2025-08-06T12:28:44Z"
},
{
"tag": "v1.8.5",
"kind": "patch",
"published_at": "2025-05-19T14:33:14Z"
},
{
"tag": "v1.8.4",
"kind": "patch",
"published_at": "2025-05-16T08:49:21Z"
},
{
"tag": "v1.8.3",
"kind": "patch",
"published_at": "2025-05-09T13:00:17Z"
},
{
"tag": "v1.8.2",
"kind": "patch",
"published_at": "2025-04-07T12:37:26Z"
},
{
"tag": "v1.8.1",
"kind": "patch",
"published_at": "2025-03-17T12:34:27Z"
},
{
"tag": "v1.8.0",
"kind": "minor",
"published_at": "2025-02-26T11:17:10Z"
},
{
"tag": "v1.7.0",
"kind": "minor",
"published_at": "2024-11-22T11:47:59Z"
},
{
"tag": "v1.6.7",
"kind": "patch",
"published_at": "2024-09-12T12:38:24Z"
},
{
"tag": "v1.6.6",
"kind": "patch",
"published_at": "2024-07-14T21:19:43Z"
},
{
"tag": "v1.6.5",
"kind": "patch",
"published_at": "2024-07-05T08:17:49Z"
},
{
"tag": "v1.6.3",
"kind": "patch",
"published_at": "2024-03-26T22:53:50Z"
},
{
"tag": "v1.6.2",
"kind": "patch",
"published_at": "2023-10-18T11:42:46Z"
},
{
"tag": "v1.6.1",
"kind": "patch",
"published_at": "2023-09-22T14:50:15Z"
},
{
"tag": "v1.6.0",
"kind": "minor",
"published_at": "2023-08-17T13:16:02Z"
},
{
"tag": "v1.5.0",
"kind": "minor",
"published_at": "2023-07-21T08:44:08Z"
},
{
"tag": "v1.4.2",
"kind": "patch",
"published_at": "2023-07-11T07:54:39Z"
},
{
"tag": "v1.4.0",
"kind": "minor",
"published_at": "2023-06-21T15:08:57Z"
},
{
"tag": "v1.3.16",
"kind": "patch",
"published_at": "2023-03-04T23:51:01Z"
},
{
"tag": "v1.3.14",
"kind": "patch",
"published_at": "2023-02-23T11:52:48Z"
},
{
"tag": "v1.3.12",
"kind": "patch",
"published_at": "2022-08-03T08:53:27Z"
},
{
"tag": "v1.3.10",
"kind": "patch",
"published_at": "2022-04-18T18:18:05Z"
},
{
"tag": "v1.3.7",
"kind": "patch",
"published_at": "2022-03-21T10:17:53Z"
},
{
"tag": "v1.3.5",
"kind": "patch",
"published_at": "2022-02-06T22:11:31Z"
},
{
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{
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