公开记录中等
软件健康报告模式 0.23.0 · 指标 1.13.0 · 2026-07-21 17:02 UTC
Hugoberry / pbixray
Power BI data model parser for .pbix, .xlsx (PowerPivot) and .abf files. Surfaces metadata (DAX, Power Query/M, TMSCHEMA) and decodes VertiPaq tables — whole, column-projected, or streamed in memory-bounded chunks.
Hugoberry/pbixray 的健康指数为 100 分中的 64 分，处于「中等」区间。 其得分最高的类别是Vitality（84/100），最低的是AI Readiness（40/100）。 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。
64
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。
64
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 | pbixray | 0.15.2 | 188,901 | 29 | 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？
84
开发活跃度
74良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 10.4/36 | 提交节奏 — 52 周中有 15 周有提交 |
| 18/18 | 提交量 — 最近一年 103 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 103 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 15 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 25 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 8.4 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 25 |
| latest_release_tag | 0.15.2 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 8.4 |
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？
60
流行度与采用
50中等
评分方式
| 34.6/60 | 星标 — 136 个星标 |
| 10.7/25 | 复刻 — 20 个复刻 |
| 4.3/15 | 关注者 — 7 位关注者 |
所用输入
| forks | 20 |
| stars | 136 |
| watchers | 7 |
| growth_state | organic |
| growth_factor_pct | 100 |
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）
88优秀
评分方式
| 70.3/80 | 月度下载量 — pypi 合计每月 188,901 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 | pbixray |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 188,901 |
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？
61
维护者韧性（巴士系数）
15危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 0.1/22.5 | 提交分布 — 头号贡献者编写了 99% 的提交 |
| 2.7/13.5 | 贡献者广度 — 2 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 | 2 |
| top_contributor_share | 0.994 |
议题与 PR 响应能力
82良好
评分方式
| 46.8/46.8 | 议题解决 — 100% 的议题已关闭 |
| 35.6/38.3 | PR 接受 — 已裁定的 PR 中 27/29 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 1/16 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 27 |
| open_issues | 0 |
| closed_issues | 23 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 2 |
所有权与托管责任
64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 |
| 16.3/25 | 所有者影响力 — Hugoberry 有 184 位关注者 |
| 25/25 | 既往记录 — 68 个公开仓库，账户约 12 年 |
所用输入
| followers | 184 |
| owner_type | User |
| is_verified | — |
| owner_login | Hugoberry |
| public_repos | 68 |
| account_age_days | 4,623 |
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 — 29 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 | pbixray |
| 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？
65
工程实践
48存在风险
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 |
| 0/20 | OpenSSF Scorecard：CI-Tests — 0 out of 11 merged PRs checked by a CI test -- score normalized to 0 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| 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://www.pbixray.com/docs |
| 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 | pbix, powerbi, vertipaq |
| has_wiki | 否 |
| homepage | https://www.pbixray.com/docs |
| 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？
42
安全态势
42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 — 0 out of 11 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/16 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 — 30 commit(s) and 4 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 |
| 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 | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.2 |
已排除计分（无数据或不适用）：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。
40
AI 代理上下文与指引
55中等
评分方式
| 45/45 | 代理指令 — AGENTS.md |
| 0/15 | 机器可读文档（llms.txt） |
| 9.6/40 | 可读的提交历史 — 100 次人类提交中有 18 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 | 0.18 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 15,715 |
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 — 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 | — |
| 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
55中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 55/55 | 可控的文件大小 — 采样的 65 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 55,645 |
| source_files_sampled | 65 |
| oversized_source_files | 0 |
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
136GitHub 星标
2贡献者
103最近 12 个月提交数
0距最近推送天数
25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
- deps.dev does not index pypi:pbixray@0.15.2; 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 136 ★ / 20 ⇿
136Star
20Fork
24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 10修订 14
每个点涵盖 2 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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 11 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/16 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 | 30 commit(s) and 4 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 |
| 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 8
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 8 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 | apsw | — | 间接 |
| PyPI | icecream | — | 间接 |
| PyPI | kaitaistruct | — | 间接 |
| PyPI | numpy | — | 间接 |
| PyPI | pandas | — | 间接 |
| PyPI | xmhuffman | — | 间接 |
| PyPI | xpress8 | — | 间接 |
| PyPI | xpress9 | — | 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": [
"pbix",
"powerbi",
"vertipaq"
],
"is_fork": false,
"size_kb": 99086,
"has_wiki": false,
"homepage": "https://www.pbixray.com/docs",
"languages": {
"Python": 429169,
"Jupyter Notebook": 25391
},
"pushed_at": "2026-07-21T16:59:51Z",
"created_at": "2023-10-19T16:10:00Z",
"owner_type": "User",
"updated_at": "2026-07-21T16:54:04Z",
"description": "Power BI data model parser for .pbix, .xlsx (PowerPivot) and .abf files. Surfaces metadata (DAX, Power Query/M, TMSCHEMA) and decodes VertiPaq tables — whole, column-projected, or streamed in memory-bounded chunks.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://querypower.com",
"name": "Igor Cotruta",
"type": "User",
"login": "Hugoberry",
"company": "Alphaverse Limited",
"location": "London",
"followers": 184,
"avatar_url": "https://avatars.githubusercontent.com/u/6012338?v=4",
"created_at": "2013-11-22T17:33:45Z",
"is_verified": null,
"public_repos": 68,
"account_age_days": 4623
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "0.15.2",
"kind": "patch",
"published_at": "2026-07-21T16:59:51Z"
},
{
"tag": "0.15.1",
"kind": "patch",
"published_at": "2026-07-08T15:11:48Z"
},
{
"tag": "0.15.0",
"kind": "minor",
"published_at": "2026-07-02T12:37:26Z"
},
{
"tag": "0.13.0",
"kind": "minor",
"published_at": "2026-06-24T09:25:36Z"
},
{
"tag": "0.12.0",
"kind": "minor",
"published_at": "2026-06-22T10:10:03Z"
},
{
"tag": "0.11.1",
"kind": "patch",
"published_at": "2026-06-10T10:24:46Z"
},
{
"tag": "0.10.0",
"kind": "minor",
"published_at": "2026-05-25T21:11:12Z"
},
{
"tag": "0.9.0",
"kind": "minor",
"published_at": "2026-05-18T19:53:48Z"
},
{
"tag": "0.8.0",
"kind": "minor",
"published_at": "2026-05-12T08:46:30Z"
},
{
"tag": "0.7.0",
"kind": "minor",
"published_at": "2026-05-06T20:16:16Z"
},
{
"tag": "0.6.0",
"kind": "minor",
"published_at": "2026-04-21T08:42:02Z"
},
{
"tag": "0.5.2",
"kind": "patch",
"published_at": "2026-04-15T16:20:16Z"
},
{
"tag": "0.5.1",
"kind": "patch",
"published_at": "2026-04-14T22:18:43Z"
},
{
"tag": "0.5.0",
"kind": "minor",
"published_at": "2025-10-16T15:52:46Z"
},
{
"tag": "0.4.0",
"kind": "minor",
"published_at": "2025-10-03T18:43:41Z"
},
{
"tag": "0.3.3",
"kind": "patch",
"published_at": "2025-05-01T14:57:30Z"
},
{
"tag": "0.3.2",
"kind": "patch",
"published_at": "2025-03-13T22:54:42Z"
},
{
"tag": "0.2.1",
"kind": "patch",
"published_at": "2025-03-03T10:00:40Z"
},
{
"tag": "0.1.20",
"kind": "patch",
"published_at": "2024-12-12T14:13:50Z"
},
{
"tag": "0.1.19",
"kind": "patch",
"published_at": "2024-11-05T12:04:23Z"
},
{
"tag": "0.1.18",
"kind": "patch",
"published_at": "2024-10-28T13:14:02Z"
},
{
"tag": "0.1.17",
"kind": "patch",
"published_at": "2024-09-12T16:34:22Z"
},
{
"tag": "0.1.16",
"kind": "patch",
"published_at": "2024-08-07T11:32:04Z"
},
{
"tag": "0.1.13",
"kind": "patch",
"published_at": "2024-05-17T23:31:29Z"
},
{
"tag": "0.1.12",
"kind": "patch",
"published_at": "2024-05-17T09:08:34Z"
}
],
"recent_commits": [
{
"oid": "eb1180dcfc8c06f9d99958cd53c7cd285c49a7b0",
"body": null,
"is_bot": false,
"headline": "Regression fixture for per-segment null decode (#52)",
"author_name": "Igor Cotruta",
"author_login": "Hugoberry",
"committed_at": "2026-07-21T16:53:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a53a8f0d05c923a9b6a94f655c034efc70c2d01",
"body": "_ColumnDecoder applied the null adjustment per-column (IsNullable)\ninstead of per-segment (SS.has_nulls). Any nullable dictionary-encoded\ncolumn split across multiple VertiPaq segments (roughly >1M rows) can\ndecode bit-packed rows to the dictionary entry adjacent to the correct\none, and swap real nu\n[…]\nrs). After this fix all\naffected files decode with 0 invariant violations (decoded max ==\ndeclared max, null id present iff has_nulls), and previously-wrong\nrows now match the source database exactly.",
"is_bot": false,
"headline": "Fix off-by-one bit-pack base for nullable dictionary segments (#52)",
"author_name": "Lohit Jagarlamudi",
"author_login": "LohitJaga",
"committed_at": "2026-07-21T16:49:27Z",
"body_truncated": true,
"is_coding_agent": false
},
{
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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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"code": "not_applicable_to_user_accounts",
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{
"key": "owner_reach",
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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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]
},
{
"key": "documentation",
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"notes": [],
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"inputs": {
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"components": [
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{
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{
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{
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"points": 10,
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{
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}
],
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{
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"notes": [
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{
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"inputs": {
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"components": [
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{
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{
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{
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"points": 0,
"status": "missed",
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{
"key": "code_review",
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{
"key": "contributors",
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"points": 0.8,
"status": "partial",
"details": [],
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{
"key": "dangerous_workflow",
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"points": 10,
"status": "met",
"details": [],
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{
"key": "dependency_update_tool",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "fuzzing",
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"points": 0,
"status": "missed",
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{
"key": "license",
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"points": 2.5,
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{
"key": "maintained",
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"points": 7.5,
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{
"key": "packaging",
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{
"key": "pinned_dependencies",
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"status": "missed",
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{
"key": "sast",
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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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