公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-30 22:26 UTC
google-deepmind / distrax
google-deepmind/distrax 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Sustainability & Governance（75/100），最低的是AI Readiness（29/100）。 最近一次更新在今天。 近期的大部分工作由 3 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 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | distrax | 0.1.9 | 175,113 | 13 | 47 天前 | jaxprobabilitydistributionpythonmachine-learning |
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？
69
开发活跃度
59中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 6.9/36 | 提交节奏 — 52 周中有 10 周有提交 |
| 11.5/18 | 提交量 — 最近一年 18 次提交 |
| 5/10 | OpenSSF Scorecard：Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5 |
所用输入
| commits_last_year | 18 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 10 |
发布纪律
84良好
评分方式
| 27/27 | 有发布版本 — 已发布 16 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 47 天前 |
| 12.6/27 | 发布节奏 — 约每 134.9 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 16 |
| latest_release_tag | v0.1.9 |
| releases_from_tags | 否 |
| days_since_latest_release | 47 |
| mean_days_between_releases | 134.9 |
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？
72
流行度与采用
65中等
评分方式
| 45.6/60 | 星标 — 645 个星标 |
| 13.4/25 | 复刻 — 42 个复刻 |
| 6.4/15 | 关注者 — 15 位关注者 |
所用输入
| forks | 42 |
| stars | 645 |
| watchers | 15 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
70良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（Apache-2.0） |
| 18/18 | 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 | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
87优秀
评分方式
| 69.9/80 | 月度下载量 — pypi 合计每月 175,113 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 | distrax |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 175,113 |
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？
75
维护者韧性（巴士系数）
76良好
评分方式
| 36/54 | 巴士系数 — 3 位贡献者贡献了半数提交 |
| 16.4/22.5 | 提交分布 — 头号贡献者编写了 27% 的提交 |
| 13.5/13.5 | 贡献者广度 — 25 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 4 contributing companies or organizations |
所用输入
| bus_factor | 3 |
| contributors_sampled | 25 |
| top_contributor_share | 0.272 |
议题与 PR 响应能力
49存在风险
评分方式
| 23.4/46.8 | 议题解决 — 50% 的议题已关闭 |
| 22.9/38.3 | PR 接受 — 已裁定的 PR 中 149/249 已合并 |
| 3/15 | OpenSSF Scorecard：Code-Review — Found 7/30 approved changesets -- score normalized to 2 |
所用输入
| merged_prs | 149 |
| open_issues | 28 |
| closed_issues | 28 |
| issue_closed_ratio | 0.5 |
| closed_unmerged_prs | 100 |
所有权与托管责任
80良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 25/25 | 所有者影响力 — google-deepmind 有 25,814 位关注者 |
| 25/25 | 既往记录 — 399 个公开仓库，账户约 11 年 |
所用输入
| followers | 25,814 |
| owner_type | Organization |
| is_verified | — |
| owner_login | google-deepmind |
| public_repos | 399 |
| account_age_days | 4,352 |
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 47 天前 |
| 20/20 | 版本历史 — 13 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 | distrax |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 47 |
工程质量
基础的工程与文档实践是否到位？
53
工程实践
62中等
评分方式
| 24/24 | CI 工作流 — 2 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 |
| 14/20 | OpenSSF Scorecard：CI-Tests — 18 out of 23 merged PRs checked by a CI test -- score normalized to 7 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
40存在风险
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 0/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 否 |
| 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？
47
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 |
| 1.8/2.5 | CI-Tests — 18 out of 23 merged PRs checked by a CI test -- score normalized to 7 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 1.5/7.5 | Code-Review — Found 7/30 approved changesets -- score normalized to 2 |
| 2.5/2.5 | Contributors — project has 4 contributing companies or organizations |
| 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 |
| 3.8/7.5 | Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 3.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 7 |
| 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 | 4.7 |
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。
29
AI 代理上下文与指引
19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） |
| 19.2/40 | 可读的提交历史 — 100 次人类提交中有 36 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 | 0.36 |
| 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 — 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 141 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 23,076 |
| source_files_sampled | 141 |
| 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 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
645GitHub 星标
25贡献者
18最近 12 个月提交数
0距最近推送天数
16发布版本数
3巴士系数（bus factor）
28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
- No resolved dependencies carried a version and a supported ecosystem
更多细节
Star 与 Fork 历史 0 ★ / 42 ⇿
0Star
42Fork
15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 1修订 14
每个点涵盖 5 天。
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 |
| 7 | CI-Tests | 18 out of 23 merged PRs checked by a CI test -- score normalized to 7 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 2 | Code-Review | Found 7/30 approved changesets -- score normalized to 2 |
| 10 | Contributors | project has 4 contributing companies or organizations |
| 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 |
| 5 | Maintained | 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 7 | SAST | SAST tool is not run on all commits -- score normalized to 7 |
| 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 6
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | absl-py | >=2.3.1 | pyproject.toml |
| PyPI | chex | >=0.1.90 | pyproject.toml |
| PyPI | jax | >=0.7.0 | pyproject.toml |
| PyPI | jaxlib | >=0.7.0 | pyproject.toml |
| PyPI | numpy | >=1.24.1 | pyproject.toml |
| PyPI | tfp-nightly | — | pyproject.toml |
全部依赖 6
来自 GitHub 依赖图的完整解析依赖集合：6 个直接依赖与 0 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 | absl-py | — | 直接 |
| PyPI | chex | — | 直接 |
| PyPI | jax | — | 直接 |
| PyPI | jaxlib | — | 直接 |
| PyPI | numpy | — | 直接 |
| PyPI | tfp-nightly | — | 直接 |
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": 662,
"has_wiki": true,
"homepage": null,
"languages": {
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"Python": 1094130
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"pushed_at": "2026-07-30T09:37:11Z",
"created_at": "2021-04-01T17:03:49Z",
"owner_type": "Organization",
"updated_at": "2026-07-30T09:38:12Z",
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"kind": "patch",
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"kind": "patch",
"published_at": "2025-09-01T20:33:04Z"
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"kind": "patch",
"published_at": "2023-11-21T11:13:06Z"
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"kind": "patch",
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"tag": "v0.1.5",
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"tag": "v0.1.4",
"kind": "patch",
"published_at": "2023-06-29T14:16:48Z"
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{
"tag": "v0.1.3",
"kind": "patch",
"published_at": "2023-02-14T11:02:43Z"
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{
"tag": "v0.1.2",
"kind": "patch",
"published_at": "2022-03-25T15:03:11Z"
},
{
"tag": "v0.1.1",
"kind": "patch",
"published_at": "2022-02-25T14:19:23Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2021-11-18T18:11:25Z"
},
{
"tag": "v0.0.3",
"kind": "patch",
"published_at": "2021-11-18T16:18:02Z"
},
{
"tag": "v0.0.2",
"kind": "patch",
"published_at": "2021-08-03T10:05:13Z"
},
{
"tag": "v0.0.1",
"kind": "patch",
"published_at": "2021-04-13T09:05:08Z"
}
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"body": "Why? This annotation is incorrect (the type checker does not consider `rng` here to be a `PRNGKey`) The reason this has worked in the past is because `chex.PRNGKey` has been effectively considered to be `Any`; this incorrect annotation is blocking us from making `chex.PRNGKey` a more meaningful annotation.\n\nPiperOrigin-RevId: 565184594",
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"headline": "Ignore bad return type annotation in convert_seed_and_sample_shape",
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"body": "An upcoming change to JAX will teach pytype more accurate types for functions in the jax.numpy module. This reveals a number of type errors in downstream users of JAX. In particular, pytype is able to infer `jax.Array` accurately as a type in many more cases.\n\nPiperOrigin-RevId: 556781728",
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"body": "jax version 0.4.7 deprecated several top-level aliases; these have been raising warnings since March 2023, and will soon be removed. They include\n\n- jax.ad -> jax.interpreters.ad\n- jax.flatten_fun_nokwargs - jax.api_util.flatten_fun_nokwargs\n- jax.partial_eval -> jax.interpreters.partial_eval\n- jax.pxla -> jax.interpreters.pxla\n- jax.xla -> jax.interpreters.xla\n\nThis change renames these references in preparation for them to be removed from JAX\n\nPiperOrigin-RevId: 544771610",
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"headline": "Remove references to deprecated jax aliases",
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}
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{
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"code": "forks",
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}
],
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"key": "watchers",
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],
"max_points": 15
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]
},
{
"key": "community_health",
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"note": null,
"notes": [],
"value": 70,
"inputs": {
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{
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"code": "license_standard",
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{
"code": "license_spdx",
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{
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{
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{
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"components": [
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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": "openssf_scorecard_contributors",
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},
{
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"notes": [],
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"components": [
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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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]
},
{
"key": "documentation",
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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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{
"key": "pinned_dependencies",
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{
"key": "sast",
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},
{
"key": "security_policy",
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"status": "missed",
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},
{
"key": "signed_releases",
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"status": "excluded",
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"code": "no_data",
"params": {}
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],
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},
{
"key": "token_permissions",
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},
{
"key": "vulnerabilities",
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]
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