公开记录良好
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 05:10 UTC
ludo-technologies / pyscn
An Intelligent Python Code Quality Analyzer
ludo-technologies/pyscn 的健康指数为 100 分中的 76 分，处于「良好」区间。 其得分最高的类别是Vitality（95/100），最低的是Security（55/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
76
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。
76
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/ludo-technologies/pyscn | v1.27.0 | - | 84 | 0 天前 |
| PyPI | pyscn | 1.27.0 | - | 85 | 0 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？
95
开发活跃度
98优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 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 1,291 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 1,291 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 49 |
发布纪律
90优秀
评分方式
| 27/27 | 有发布版本 — 已发布 84 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 27/27 | 发布节奏 — 约每 4.6 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases. |
所用输入
| releases_count | 84 |
| latest_release_tag | v1.27.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 4.6 |
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？
78
流行度与采用
66中等
评分方式
| 48.8/60 | 星标 — 1,027 个星标 |
| 15.2/25 | 复刻 — 68 个复刻 |
| 1.7/15 | 关注者 — 3 位关注者 |
所用输入
| forks | 68 |
| stars | 1,027 |
| watchers | 3 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
92优秀
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 是 |
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？
63
维护者韧性（巴士系数）
36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 |
| 3.8/22.5 | 提交分布 — 头号贡献者编写了 83% 的提交 |
| 13.5/13.5 | 贡献者广度 — 27 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 17 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 27 |
| top_contributor_share | 0.83 |
议题与 PR 响应能力
83良好
评分方式
| 44.1/46.8 | 议题解决 — 94% 的议题已关闭 |
| 35.8/38.3 | PR 接受 — 已裁定的 PR 中 417/445 已合并 |
| 3/15 | OpenSSF Scorecard：Code-Review — Found 3/12 approved changesets -- score normalized to 2 |
所用输入
| merged_prs | 417 |
| open_issues | 12 |
| closed_issues | 199 |
| issue_closed_ratio | 0.943 |
| closed_unmerged_prs | 28 |
所有权与托管责任
46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 |
| 7.2/25 | 所有者影响力 — ludo-technologies 有 9 位关注者 |
| 8.9/25 | 既往记录 — 8 个公开仓库，账户约 0 年 |
所用输入
| followers | 9 |
| owner_type | Organization |
| is_verified | — |
| owner_login | ludo-technologies |
| public_repos | 8 |
| account_age_days | 352 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — go, pypi 上有 2 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 0 天前 |
| 20/20 | 版本历史 — 85 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/ludo-technologies/pyscn, pyscn |
| ecosystems | go, pypi |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
工程质量
基础的工程与文档实践是否到位？
86
工程实践
84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 |
| 20/20 | OpenSSF Scorecard：CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| 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://ludo-technologies.github.io/pyscn/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 7 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | architecture-analysis, clone-detection, code-complexity, dependency-analysis, python, static-analysis, dead-code-detection |
| has_wiki | 否 |
| homepage | https://ludo-technologies.github.io/pyscn/ |
| 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？
55
安全态势
55中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 1.5/7.5 | Code-Review — Found 3/12 approved changesets -- score normalized to 2 |
| 2.5/2.5 | Contributors — project has 17 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 |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 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 |
| 2/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5.5 |
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。
73
AI 代理上下文与指引
40存在风险
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） |
| 40/40 | 可读的提交历史 — 100 次人类提交中有 83 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 | 0.83 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
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 9 次由代理编写或署名代理 |
| 5/8 | 自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到 |
| 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 | 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 | 0.09 |
| toolchain_manifests | 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 437 个源文件中有 2 个超过 60KB |
所用输入
| primary_language | Go |
| largest_source_bytes | 66,672 |
| source_files_sampled | 437 |
| oversized_source_files | 2 |
关键数据
1,027GitHub 星标
27贡献者
1,291最近 12 个月提交数
0距最近推送天数
84发布版本数
1巴士系数（bus factor）
12开放议题
Go, 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
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:pyscn@1.27.0; advisories assessed against the repository dependency graph instead
更多细节
Star 与 Fork 历史 0 ★ / 68 ⇿
0Star
68Fork
72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 1次版本 25修订 45
OpenSSF Scorecard 5.5 / 10
5.5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 |
| 4 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 2 | Code-Review | Found 3/12 approved changesets -- score normalized to 2 |
| 10 | Contributors | project has 17 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 |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow 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 |
| 4 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
直接依赖 10
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| Go | github.com/bmatcuk/doublestar/v4 | v4.10.0 | go.mod |
| Go | github.com/mark3labs/mcp-go | v0.55.1 | go.mod |
| Go | github.com/pelletier/go-toml/v2 | v2.4.2 | go.mod |
| Go | github.com/schollz/progressbar/v3 | v3.19.1 | go.mod |
| Go | github.com/smacker/go-tree-sitter | v0.0.0-20240827094217-dd81d9e9be82 | go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | golang.org/x/term | v0.44.0 | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
| Go | github.com/ludo-technologies/polyscan/core | v0.2.2-0.20260723133628-1d768e650011 | 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
{
"data": {
"repo": {
"topics": [
"architecture-analysis",
"clone-detection",
"code-complexity",
"dependency-analysis",
"python",
"static-analysis",
"dead-code-detection"
],
"is_fork": false,
"size_kb": 12651,
"has_wiki": false,
"homepage": "https://ludo-technologies.github.io/pyscn/",
"languages": {
"Go": 3427841,
"CSS": 6163,
"HTML": 2240,
"Shell": 45362,
"Python": 8909,
"Makefile": 9101,
"Go Template": 10091
},
"pushed_at": "2026-07-25T02:09:22Z",
"created_at": "2025-08-06T14:11:51Z",
"owner_type": "Organization",
"updated_at": "2026-07-24T18:56:56Z",
"description": "An Intelligent Python Code Quality Analyzer",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "https://www.ludo-tech.org",
"name": "ludo-technologies",
"type": "Organization",
"login": "ludo-technologies",
"company": null,
"location": "Japan",
"followers": 9,
"avatar_url": "https://avatars.githubusercontent.com/u/225019636?v=4",
"created_at": "2025-08-06T14:10:20Z",
"is_verified": null,
"public_repos": 8,
"account_age_days": 352
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v1.27.0",
"kind": "minor",
"published_at": "2026-07-24T19:02:20Z"
},
{
"tag": "v1.26.4",
"kind": "patch",
"published_at": "2026-07-17T14:03:03Z"
},
{
"tag": "v1.26.3",
"kind": "patch",
"published_at": "2026-07-10T19:22:58Z"
},
{
"tag": "v1.26.2",
"kind": "patch",
"published_at": "2026-07-09T14:04:18Z"
},
{
"tag": "v1.26.1",
"kind": "patch",
"published_at": "2026-07-05T17:00:51Z"
},
{
"tag": "v1.26.0",
"kind": "minor",
"published_at": "2026-07-03T14:54:39Z"
},
{
"tag": "v1.25.0",
"kind": "minor",
"published_at": "2026-07-01T15:10:00Z"
},
{
"tag": "v1.24.3",
"kind": "patch",
"published_at": "2026-06-21T07:47:35Z"
},
{
"tag": "v1.24.2",
"kind": "patch",
"published_at": "2026-06-15T11:56:55Z"
},
{
"tag": "v1.24.1",
"kind": "patch",
"published_at": "2026-06-13T03:59:37Z"
},
{
"tag": "v1.24.0",
"kind": "minor",
"published_at": "2026-06-11T13:13:10Z"
},
{
"tag": "v1.23.2",
"kind": "patch",
"published_at": "2026-06-10T13:28:35Z"
},
{
"tag": "v1.23.1",
"kind": "patch",
"published_at": "2026-06-08T16:59:45Z"
},
{
"tag": "v1.23.0",
"kind": "minor",
"published_at": "2026-06-07T14:36:40Z"
},
{
"tag": "v1.22.9",
"kind": "patch",
"published_at": "2026-06-04T14:26:46Z"
},
{
"tag": "v1.22.8",
"kind": "patch",
"published_at": "2026-06-03T13:34:10Z"
},
{
"tag": "v1.22.7",
"kind": "patch",
"published_at": "2026-06-02T09:01:47Z"
},
{
"tag": "v1.22.6",
"kind": "patch",
"published_at": "2026-05-31T03:28:57Z"
},
{
"tag": "v1.22.5",
"kind": "patch",
"published_at": "2026-05-30T16:45:38Z"
},
{
"tag": "v1.22.4",
"kind": "patch",
"published_at": "2026-05-27T16:47:24Z"
},
{
"tag": "v1.22.3",
"kind": "patch",
"published_at": "2026-05-26T07:10:26Z"
},
{
"tag": "v1.22.2",
"kind": "patch",
"published_at": "2026-05-24T12:11:23Z"
},
{
"tag": "v1.22.1",
"kind": "patch",
"published_at": "2026-05-23T14:47:39Z"
},
{
"tag": "v1.22.0",
"kind": "minor",
"published_at": "2026-05-22T15:41:52Z"
},
{
"tag": "v1.21.1",
"kind": "patch",
"published_at": "2026-05-19T04:22:42Z"
},
{
"tag": "v1.21.0",
"kind": "minor",
"published_at": "2026-05-18T16:28:48Z"
},
{
"tag": "v1.20.0",
"kind": "minor",
"published_at": "2026-05-16T10:34:42Z"
},
{
"tag": "v1.19.3",
"kind": "patch",
"published_at": "2026-05-13T15:32:32Z"
},
{
"tag": "v1.19.2",
"kind": "patch",
"published_at": "2026-05-11T14:25:13Z"
},
{
"tag": "v1.19.1",
"kind": "patch",
"published_at": "2026-05-08T13:49:17Z"
},
{
"tag": "v1.19.0",
"kind": "minor",
"published_at": "2026-05-06T11:04:02Z"
},
{
"tag": "v1.18.1",
"kind": "patch",
"published_at": "2026-05-02T00:53:52Z"
},
{
"tag": "v1.18.0",
"kind": "minor",
"published_at": "2026-04-29T17:54:31Z"
},
{
"tag": "v1.17.0",
"kind": "minor",
"published_at": "2026-04-28T08:23:17Z"
},
{
"tag": "v1.16.0",
"kind": "minor",
"published_at": "2026-04-14T11:51:26Z"
},
{
"tag": "v1.15.0",
"kind": "minor",
"published_at": "2026-04-08T19:24:45Z"
},
{
"tag": "v1.14.0",
"kind": "minor",
"published_at": "2026-03-31T23:59:21Z"
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"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "7 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 7
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 55,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 5.5
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 3,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "12 out of 12 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"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",
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},
{
"key": "code_review",
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"detail": "Found 3/12 approved changesets -- score normalized to 2",
"points": 1.5,
"status": "partial",
"details": [],
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},
{
"key": "contributors",
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"detail": "project has 17 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"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 30 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 detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
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"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 2,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "2 existing vulnerabilities detected",
"points": 6,
"status": "partial",
"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": 13
},
"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": "good",
"name": "AI Readiness",
"value": 73,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.83,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"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": "83 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 83,
"sampled": 100
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}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 87,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum",
"uv.lock"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0.09,
"toolchain_manifests": [
"go.mod"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".golangci.yml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
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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"
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}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
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"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
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"sampled": 100
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}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
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}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
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"points": 0,
"status": "missed",
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}
]
},
{
"key": "ai_code_legibility",
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"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"largest_source_bytes": 66672,
"source_files_sampled": 437,
"oversized_source_files": 2
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
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}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/437 source files over 60KB",
"points": 54.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
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"sampled": 437,
"oversized": 2
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}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index pypi:pyscn@1.27.0; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-25T05:10:38.799690Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/ludo-technologies/pyscn.svg",
"full_name": "ludo-technologies/pyscn",
"license_state": "standard",
"license_spdx": "MIT"
}