公开记录存在风险
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 02:13 UTC
r0bbar / siglab
TG @r0bbarh00d
r0bbar/siglab 的健康指数为 100 分中的 43 分，处于「存在风险」区间。 其得分最高的类别是Vitality（95/100），最低的是Community & Adoption（20/100）。 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。
43
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。
43
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 | siglab_py | 0.10.28 | 3,309 | 416 | 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
99优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 34.6/36 | 提交节奏 — 52 周中有 50 周有提交 |
| 18/18 | 提交量 — 最近一年 1,150 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 | 1,150 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 50 |
发布纪律
88优秀
评分方式
| 16.2/27 | 有发布版本 — 99 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 0 天前 |
| 27/27 | 发布节奏 — 约每 2.3 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 99 |
| latest_release_tag | v0.10.28 |
| releases_from_tags | 是 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 2.3 |
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？
20
流行度与采用
13危急
评分方式
| 7.7/60 | 星标 — 4 个星标 |
| 2.5/25 | 复刻 — 3 个复刻 |
| 2.7/15 | 关注者 — 4 位关注者 |
所用输入
| forks | 3 |
| stars | 4 |
| watchers | 4 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
1危急
评分方式
| 0/22.5 | README |
| 0/22.5 | 许可证 — 未检测到许可证文件 |
| 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 |
生态采用（下载量）
59中等
评分方式
| 46.9/80 | 月度下载量 — pypi 合计每月 3,309 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 | siglab_py |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 3,309 |
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？
32
维护者韧性（巴士系数）
10危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 0/22.5 | 提交分布 — 头号贡献者编写了 100% 的提交 |
| 1.4/13.5 | 贡献者广度 — 1 位贡献者 |
| 0/10 | OpenSSF Scorecard：Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
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
| 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 |
| 4.3/25 | 所有者影响力 — r0bbar 有 3 位关注者 |
| 14.2/25 | 既往记录 — 3 个公开仓库，账户约 4 年 |
所用输入
| followers | 3 |
| owner_type | User |
| is_verified | — |
| owner_login | r0bbar |
| public_repos | 3 |
| account_age_days | 1,794 |
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 0 天前 |
| 20/20 | 版本历史 — 416 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 | siglab_py |
| ecosystems | 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？
26
工程实践
30存在风险
评分方式
| 0/24 | CI 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 |
| 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 | 否 |
| 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
20危急
评分方式
| 0/30 | README |
| 0/25 | 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 | 否 |
| has_docs_dir | 否 |
| 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？
33
安全态势
33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 — 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 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 0/10 | Dangerous-Workflow — 无数据 |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 0/2.5 | 许可证 — license file not 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 |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 12 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 6 |
| scorecard_aggregate | 3.3 |
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。
24
AI 代理上下文与指引
3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） |
| 2.7/40 | 可读的提交历史 — 100 次人类提交中有 5 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 | 0.05 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 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 — 无数据 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| 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
52中等
评分方式
| 0/45 | 可类型检查的代码 — Jupyter Notebook，未配置类型检查 |
| 52.1/55 | 可控的文件大小 — 采样的 76 个源文件中有 4 个超过 60KB |
所用输入
| primary_language | Jupyter Notebook |
| largest_source_bytes | 178,125 |
| source_files_sampled | 76 |
| oversized_source_files | 4 |
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
4GitHub 星标
1贡献者
1,150最近 12 个月提交数
0距最近推送天数
99发布版本数
1巴士系数（bus factor）
0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:siglab_py@0.10.28; 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 ★ / 3 ⇿
0Star
3Fork
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。
OpenSSF Scorecard 3.3 / 10
3.3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 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 不适用 | Dangerous-Workflow | no workflows found |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 0 | License | license file not 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 |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
直接依赖 36
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | python-dotenv | — | pyproject.toml |
| PyPI | dotmap | — | pyproject.toml |
| PyPI | typing_extensions | — | pyproject.toml |
| PyPI | arrow | — | pyproject.toml |
| PyPI | tzlocal | — | pyproject.toml |
| PyPI | nest_asyncio | — | pyproject.toml |
| PyPI | pandas | — | pyproject.toml |
| PyPI | numpy | — | pyproject.toml |
| PyPI | boto3 | — | pyproject.toml |
| PyPI | web3 | — | pyproject.toml |
| PyPI | ccxt | — | pyproject.toml |
| PyPI | ccxtpro | — | pyproject.toml |
| PyPI | yfinance | — | pyproject.toml |
| PyPI | yahoofinancials | — | pyproject.toml |
| PyPI | hurst | — | pyproject.toml |
| PyPI | redis | — | pyproject.toml |
| PyPI | redis-py-cluster | — | pyproject.toml |
| PyPI | kafka-python | — | pyproject.toml |
| PyPI | python-dotenv | — | setup.cfg |
| PyPI | dotmap | — | setup.cfg |
| PyPI | typing_extensions | — | setup.cfg |
| PyPI | arrow | — | setup.cfg |
| PyPI | tzlocal | — | setup.cfg |
| PyPI | nest_asyncio | — | setup.cfg |
| PyPI | pandas | — | setup.cfg |
| PyPI | numpy | — | setup.cfg |
| PyPI | boto3 | — | setup.cfg |
| PyPI | web3 | — | setup.cfg |
| PyPI | ccxt | — | setup.cfg |
| PyPI | ccxtpro | — | setup.cfg |
| PyPI | yfinance | — | setup.cfg |
| PyPI | yahoofinancials | — | setup.cfg |
| PyPI | hurst | — | setup.cfg |
| PyPI | redis | — | setup.cfg |
| PyPI | redis-py-cluster | — | setup.cfg |
| PyPI | kafka-python | — | setup.cfg |
全部依赖 25
来自 GitHub 依赖图的完整解析依赖集合：18 个直接依赖与 7 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 | arrow | — | 直接 |
| PyPI | boto3 | — | 直接 |
| PyPI | ccxt | — | 直接 |
| PyPI | ccxtpro | — | 直接 |
| PyPI | dotmap | — | 直接 |
| PyPI | hurst | — | 直接 |
| PyPI | kafka-python | — | 直接 |
| PyPI | nest-asyncio | — | 直接 |
| PyPI | numpy | — | 直接 |
| PyPI | pandas | — | 直接 |
| PyPI | python-dotenv | — | 直接 |
| PyPI | redis | — | 直接 |
| PyPI | redis-py-cluster | — | 直接 |
| PyPI | typing-extensions | — | 直接 |
| PyPI | tzlocal | — | 直接 |
| PyPI | web3 | — | 直接 |
| PyPI | yahoofinancials | — | 直接 |
| PyPI | yfinance | — | 直接 |
| PyPI | aiohttp | — | 间接 |
| PyPI | discord | — | 间接 |
| PyPI | feedparser | — | 间接 |
| PyPI | futu-api | — | 间接 |
| PyPI | plotext | — | 间接 |
| PyPI | rapidfuzz | — | 间接 |
| PyPI | tabulate | — | 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": [],
"is_fork": false,
"size_kb": 240654,
"has_wiki": true,
"homepage": null,
"languages": {
"Python": 1062055,
"Jupyter Notebook": 8032853
},
"pushed_at": "2026-07-26T02:08:07Z",
"created_at": "2024-10-24T02:37:13Z",
"owner_type": "User",
"updated_at": "2026-07-26T02:07:18Z",
"description": "TG @r0bbarh00d",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "master",
"license_spdx_raw": null,
"primary_language": "Jupyter Notebook",
"significant_languages": [
"Jupyter Notebook",
"Python"
]
},
"owner": {
"blog": null,
"name": null,
"type": "User",
"login": "r0bbar",
"company": null,
"location": null,
"followers": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/89561637?v=4",
"created_at": "2021-08-26T02:37:28Z",
"is_verified": null,
"public_repos": 3,
"account_age_days": 1794
},
"license": {
"state": "absent",
"spdx_id": null,
"raw_spdx": null,
"file_present": false,
"scorecard_found": false,
"profile_has_license": false
},
"activity": {
"releases": [
{
"tag": "v0.10.28",
"kind": "patch",
"published_at": "2026-07-26T01:58:02Z"
},
{
"tag": "v0.10.27",
"kind": "patch",
"published_at": "2026-07-26T01:58:02Z"
},
{
"tag": "v0.10.26",
"kind": "patch",
"published_at": "2026-07-19T22:47:50Z"
},
{
"tag": "v0.10.25",
"kind": "patch",
"published_at": "2026-07-19T22:27:24Z"
},
{
"tag": "v0.10.22",
"kind": "patch",
"published_at": "2026-07-17T08:58:29Z"
},
{
"tag": "v0.10.21",
"kind": "patch",
"published_at": "2026-07-16T20:41:11Z"
},
{
"tag": "v0.10.20",
"kind": "patch",
"published_at": "2026-07-10T22:59:28Z"
},
{
"tag": "v0.10.19",
"kind": "patch",
"published_at": "2026-07-10T22:19:07Z"
},
{
"tag": "v0.10.18",
"kind": "patch",
"published_at": "2026-07-06T10:12:16Z"
},
{
"tag": "v0.10.17",
"kind": "patch",
"published_at": "2026-07-05T02:56:38Z"
},
{
"tag": "v0.10.16",
"kind": "patch",
"published_at": "2026-07-03T11:48:27Z"
},
{
"tag": "v0.10.15",
"kind": "patch",
"published_at": "2026-07-02T23:57:23Z"
},
{
"tag": "v0.10.13",
"kind": "patch",
"published_at": "2026-06-29T07:52:54Z"
},
{
"tag": "v0.10.12",
"kind": "patch",
"published_at": "2026-06-28T07:14:43Z"
},
{
"tag": "v0.10.11",
"kind": "patch",
"published_at": "2026-06-25T15:41:16Z"
},
{
"tag": "v0.10.10",
"kind": "patch",
"published_at": "2026-06-25T13:58:35Z"
},
{
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"ci_last_conclusion": null,
"oldest_open_issues": []
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"config": {
"disabled_metrics": [],
"disabled_categories": [],
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"source": {
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"inputs": {
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"vitality": 95,
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},
"categories": [
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"mean_days_between_releases": 2.3
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"components": [
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"key": "ships_releases",
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"code": "version_tags_no_releases",
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{
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"key": "openssf_scorecard_signed_releases",
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"cap": null,
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],
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{
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"metrics": [
{
"key": "popularity",
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}
],
"max_points": 60
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{
"key": "forks",
"name": "Forks",
"detail": "3 forks",
"points": 2.5,
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"details": [
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"code": "forks",
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}
],
"max_points": 25
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{
"key": "watchers",
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"details": [
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"code": "watchers",
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}
],
"max_points": 15
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]
},
{
"key": "community_health",
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"name": "Community health",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"has_readme": false,
"has_license": false,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
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},
{
"key": "license",
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"details": [
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"code": "license_absent",
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],
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{
"key": "contributing_guide",
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},
{
"key": "code_of_conduct",
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{
"key": "issue_template",
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"key": "pr_template",
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{
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"notes": [
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"code": "excluded_no_data",
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{
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"dependents": null,
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"components": [
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"status": "partial",
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}
],
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{
"key": "registry_dependents",
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"status": "excluded",
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],
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]
}
],
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},
{
"key": "governance",
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"value": 32,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
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"note": null,
"notes": [],
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"top_contributor_share": 1
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"status": "partial",
"details": [
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"code": "bus_factor",
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}
],
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{
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"status": "missed",
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{
"code": "top_contributor_share",
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}
],
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{
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}
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{
"key": "openssf_scorecard_contributors",
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"status": "missed",
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]
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{
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"notes": [
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"code": "excluded_no_data",
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},
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"code": "weights_renormalized",
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],
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]
},
{
"key": "stewardship",
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"notes": [
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"code": "excluded_no_data",
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"components": [
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},
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"code": "weights_renormalized",
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],
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"inputs": {
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"owner_login": "r0bbar",
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"account_age_days": 1794
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"components": [
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"details": [
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"code": "owner_personal",
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],
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{
"key": "verified_domain",
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"details": [
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"code": "not_applicable_to_user_accounts",
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],
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{
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{
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"status": "partial",
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"code": "public_repos",
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},
{
"code": "account_age_years",
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}
],
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]
},
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"key": "package_maintenance",
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"notes": [],
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"inputs": {
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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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"weight": 0.16,
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"inputs": {
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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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{
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{
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{
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{
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