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 19:09 UTC
albertbrotzer / satpy
Python package for earth-observing satellite data processing
albertbrotzer/satpy 的健康指数为 100 分中的 45 分，处于「存在风险」区间。 其得分最高的类别是Engineering Quality（75/100），最低的是Community & Adoption（12/100）。 最近一次更新在 132 天前。 近期的大部分工作由 2 位贡献者完成。
45
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。
45
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
Albert Brotzer个人账户
0 关注者2 个公开仓库始于 2025年11月ASK Innovative Visulisierungslösungen
该仓库由个人账户拥有。相较于组织支持的项目，单一所有者项目的延续性风险更高。
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 | satpy指向其他仓库——不计分 | 0.60.0 | 80,849 | 106 | 144 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？
49
开发活跃度
37存在风险
评分方式
| 9.9/36 | 推送新近度 — 最近一次推送于 132 天前 |
| 9/36 | 提交节奏 — 52 周中有 13 周有提交 |
| 18/18 | 提交量 — 最近一年 213 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 | 213 |
| human_commit_share | 0.96 |
| days_since_last_push | 132 |
| active_weeks_last_year | 13 |
发布纪律
66中等
评分方式
| 16.2/27 | 有发布版本 — 95 个版本标签（无 GitHub 发布版本） |
| 16.2/36 | 发布时效 — 最近一次发布版本于 351 天前 |
| 27/27 | 发布节奏 — 约每 42.1 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 95 |
| latest_release_tag | v0.58.0 |
| releases_from_tags | 是 |
| days_since_latest_release | 351 |
| mean_days_between_releases | 42.1 |
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（GPL-3.0） |
| 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？
31
维护者韧性（巴士系数）
65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 |
| 16.2/22.5 | 提交分布 — 头号贡献者编写了 28% 的提交 |
| 13.5/13.5 | 贡献者广度 — 98 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 27 contributing companies or organizations |
所用输入
| bus_factor | 2 |
| contributors_sampled | 98 |
| top_contributor_share | 0.282 |
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
19危急
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 |
| 0/25 | 所有者影响力 — albertbrotzer 有 0 位关注者 |
| 4.9/25 | 既往记录 — 2 个公开仓库，账户约 0 年 |
所用输入
| followers | 0 |
| owner_type | User |
| is_verified | — |
| owner_login | albertbrotzer |
| public_repos | 2 |
| account_age_days | 265 |
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。
工程质量
基础的工程与文档实践是否到位？
75
工程实践
92优秀
评分方式
| 24/24 | CI 工作流 — 2 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | 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 | 是 |
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
50中等
评分方式
| 0/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — http://satpy.readthedocs.org/en/latest/ |
| 0/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | http://satpy.readthedocs.org/en/latest/ |
| 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？
58
安全态势
47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 |
| 2.5/2.5 | Contributors — project has 27 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 |
| 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 — no SAST tool detected |
| 5/5 | Security-Policy — security policy file 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 | 4.7 |
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。
依赖安全公告
100优秀
评分方式
| 35/35 | 直接依赖不含已知公告 — 没有直接依赖携带已知公告 |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 0/40 | 没有长期未处理的公告 — 没有公告带有发布日期 |
所用输入
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 39 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:satpy@0.60.0 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 39 个软件包。 未对可达性进行分析。
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。
49
AI 代理上下文与指引
11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） |
| 11.1/40 | 可读的提交历史 — 96 次人类提交中有 20 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 | 0.208 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 18/18 | 一条命令的引导启动 — doc/Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — satpy/py.typed |
| 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 |
| 8/8 | 自动化维护 — 最近 100 次提交中有 2 次为自动依赖更新 |
| 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 | 否 |
| typed_language | 否 |
| bootstrap_files | doc/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | satpy/py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.02 |
面向模型的代码可读性
81良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（satpy/py.typed） |
| 54.2/55 | 可控的文件大小 — 采样的 498 个源文件中有 7 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 151,387 |
| source_files_sampled | 498 |
| oversized_source_files | 7 |
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 |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
0GitHub 星标
98贡献者
213最近 12 个月提交数
132距最近推送天数
95发布版本数
2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
- Community profile unavailable
- pypi package 'satpy' points at a different repository (https://github.com/pytroll/satpy); 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 4.7 / 10
4.7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 27 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 |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 不适用 | Packaging | internal error: Client.Actions.ListWorkflowRunsByFileName: internal error: ListWorkflowRunsByFileName: GET https://api.github.com/repos/albertbrotzer/satpy/actions/workflows/deploy-sdist.yaml/runs?status=success: 404 Not Found [] |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 10 | Security-Policy | security policy file 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 17
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | platformdirs | — | pyproject.toml |
| PyPI | dask | >=0.17.1 | pyproject.toml |
| PyPI | donfig | — | pyproject.toml |
| PyPI | numpy | >=1.21 | pyproject.toml |
| PyPI | packaging | — | pyproject.toml |
| PyPI | pillow | — | pyproject.toml |
| PyPI | pooch | — | pyproject.toml |
| PyPI | pykdtree | — | pyproject.toml |
| PyPI | pyorbital | — | pyproject.toml |
| PyPI | pyproj | >=2.2 | pyproject.toml |
| PyPI | pyresample | >=1.24.0 | pyproject.toml |
| PyPI | pyyaml | >=5.1 | pyproject.toml |
| PyPI | trollimage | >=1.24 | pyproject.toml |
| PyPI | trollsift | — | pyproject.toml |
| PyPI | xarray | >=0.14.1 | pyproject.toml |
| PyPI | zarr | — | pyproject.toml |
| PyPI | universal_pathlib | — | pyproject.toml |
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
依赖安全公告 0
安装 pypi:satpy@0.60.0 会引入 39 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。
没有已知公告影响已评估的依赖。
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [],
"is_fork": true,
"size_kb": 19944,
"has_wiki": true,
"homepage": "http://satpy.readthedocs.org/en/latest/",
"languages": {
"Python": 5866586,
"Gherkin": 11863
},
"pushed_at": "2026-03-16T17:14:31Z",
"created_at": "2025-11-04T13:31:32Z",
"owner_type": "User",
"updated_at": "2025-11-04T13:31:32Z",
"description": "Python package for earth-observing satellite data processing",
"is_archived": false,
"is_disabled": false,
"license_spdx": "GPL-3.0",
"default_branch": "main",
"license_spdx_raw": "GPL-3.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": "Albert Brotzer",
"type": "User",
"login": "albertbrotzer",
"company": "ASK Innovative Visulisierungslösungen",
"location": "Darmstadt",
"followers": 0,
"avatar_url": "https://avatars.githubusercontent.com/u/241731967?v=4",
"created_at": "2025-11-03T10:19:52Z",
"is_verified": null,
"public_repos": 2,
"account_age_days": 265
},
"license": {
"state": "standard",
"spdx_id": "GPL-3.0",
"raw_spdx": "GPL-3.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": false
},
"activity": {
"releases": [
{
"tag": "v0.58.0",
"kind": "minor",
"published_at": "2025-08-09T02:17:53Z"
},
{
"tag": "v0.57.0",
"kind": "minor",
"published_at": "2025-06-13T11:24:17Z"
},
{
"tag": "v0.56.0",
"kind": "minor",
"published_at": "2025-04-24T14:55:26Z"
},
{
"tag": "v0.55.0",
"kind": "minor",
"published_at": "2025-03-21T15:39:20Z"
},
{
"tag": "v0.54.0",
"kind": "minor",
"published_at": "2025-01-20T14:57:49Z"
},
{
"tag": "v0.53.0",
"kind": "minor",
"published_at": "2024-11-08T15:40:56Z"
},
{
"tag": "v0.52.1",
"kind": "patch",
"published_at": "2024-10-23T10:46:22Z"
},
{
"tag": "v0.52.0",
"kind": "minor",
"published_at": "2024-10-18T11:42:03Z"
},
{
"tag": "v0.51.0",
"kind": "minor",
"published_at": "2024-08-15T13:13:56Z"
},
{
"tag": "v0.50.0",
"kind": "minor",
"published_at": "2024-07-26T10:34:58Z"
},
{
"tag": "v0.49.0",
"kind": "minor",
"published_at": "2024-06-05T06:35:33Z"
},
{
"tag": "v0.48.0",
"kind": "minor",
"published_at": "2024-04-22T16:19:48Z"
},
{
"tag": "v0.47.0",
"kind": "minor",
"published_at": "2024-02-21T11:27:06Z"
},
{
"tag": "v0.46.0",
"kind": "minor",
"published_at": "2023-12-18T08:06:34Z"
},
{
"tag": "v0.45.0",
"kind": "minor",
"published_at": "2023-11-29T07:08:58Z"
},
{
"tag": "v0.44.0",
"kind": "minor",
"published_at": "2023-10-17T11:05:29Z"
},
{
"tag": "v0.43.0",
"kind": "minor",
"published_at": "2023-07-03T12:43:54Z"
},
{
"tag": "v0.42.2",
"kind": "patch",
"published_at": "2023-05-10T14:30:25Z"
},
{
"tag": "v0.42.1",
"kind": "patch",
"published_at": "2023-05-02T09:26:51Z"
},
{
"tag": "v0.42.0",
"kind": "minor",
"published_at": "2023-04-28T12:31:58Z"
},
{
"tag": "v0.41.1",
"kind": "patch",
"published_at": "2023-03-15T19:42:19Z"
},
{
"tag": "v0.41.0",
"kind": "minor",
"published_at": "2023-03-14T19:10:32Z"
},
{
"tag": "v0.40.0",
"kind": "minor",
"published_at": "2023-02-09T09:54:44Z"
},
{
"tag": "v0.39.0",
"kind": "minor",
"published_at": "2022-12-30T19:27:52Z"
},
{
"tag": "v0.38.0",
"kind": "minor",
"published_at": "2022-11-11T12:06:20Z"
},
{
"tag": "v0.37.1",
"kind": "patch",
"published_at": "2022-08-15T08:06:07Z"
},
{
"tag": "v0.37.0",
"kind": "minor",
"published_at": "2022-08-05T18:01:37Z"
},
{
"tag": "v0.36.0",
"kind": "minor",
"published_at": "2022-04-14T07:39:24Z"
},
{
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{
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{
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"details": [
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{
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{
"key": "commit_distribution",
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{
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{
"key": "openssf_scorecard_contributors",
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},
{
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"notes": [
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{
"code": "weights_renormalized",
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"issue_closed_ratio": null,
"closed_unmerged_prs": 0
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"components": [
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{
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{
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"inputs": {
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"account_age_days": 265
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"components": [
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"key": "ownership_backing",
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{
"key": "verified_domain",
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"points": 0,
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"max_points": 20
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{
"key": "owner_reach",
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{
"key": "track_record",
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"points": 4.9,
"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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"name": "Engineering Quality",
"value": 75,
"weight": 0.2,
"metrics": [
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"key": "tests_present",
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{
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"inputs": {
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"status": "missed",
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},
{
"key": "license",
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{
"key": "maintained",
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"points": 0,
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{
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{
"key": "vulnerabilities",
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},
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"key": "dependency_advisories",
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"notes": [
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"inputs": {
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},
"components": [
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"status": "met",
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"max_points": 35
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{
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"notes": [],
"value": 100,
"inputs": {
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"direct_malicious_packages": 0,
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"installable_malicious_packages": 0
},
"components": [
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]
},
{
"key": "high_risk_jurisdiction_exposure",
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"notes": [
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}
],
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"inputs": {
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"assessed_self_published_locations": 11
},
"components": [
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"key": "policy_exposure_multiplier",
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"status": "met",
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],
"max_points": 100
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