公开记录中等
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 07:32 UTC
dataforseo / PythonClient
Official DataForSEO python client
dataforseo/PythonClient 的健康指数为 100 分中的 58 分，处于「中等」区间。 其得分最高的类别是Vitality（77/100），最低的是AI Readiness（21/100）。 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。
58
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。
58
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
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？
77
开发活跃度
69中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 13.8/36 | 提交节奏 — 52 周中有 20 周有提交 |
| 12.9/18 | 提交量 — 最近一年 26 次提交 |
| 6/10 | OpenSSF Scorecard：Maintained — 6 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 6 |
所用输入
| commits_last_year | 26 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 20 |
发布纪律
88优秀
评分方式
| 16.2/27 | 有发布版本 — 5 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 23 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 5 |
| latest_release_tag | v2.1.0 |
| releases_from_tags | 是 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 23 |
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？
43
流行度与采用
36存在风险
评分方式
| 26.8/60 | 星标 — 46 个星标 |
| 9/25 | 复刻 — 13 个复刻 |
| 0/15 | 关注者 — 1 位关注者 |
所用输入
| forks | 13 |
| stars | 46 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | below_threshold |
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 |
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？
56
维护者韧性（巴士系数）
25危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 7.9/22.5 | 提交分布 — 头号贡献者编写了 65% 的提交 |
| 8.1/13.5 | 贡献者广度 — 6 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 | 6 |
| top_contributor_share | 0.648 |
议题与 PR 响应能力
85优秀
评分方式
| 46.8/46.8 | 议题解决 — 100% 的议题已关闭 |
| 38.2/38.3 | PR 接受 — 已裁定的 PR 中 3/3 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 3 |
| open_issues | 0 |
| closed_issues | 15 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 0 |
所有权与托管责任
64中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 14.1/25 | 所有者影响力 — dataforseo 有 89 位关注者 |
| 20.3/25 | 既往记录 — 13 个公开仓库，账户约 9 年 |
所用输入
| followers | 89 |
| owner_type | Organization |
| is_verified | — |
| owner_login | dataforseo |
| public_repos | 13 |
| account_age_days | 3,312 |
工程质量
基础的工程与文档实践是否到位？
68
工程实践
60中等
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 — 无数据 |
所用输入
| has_ci | 是 |
| 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
80良好
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://dataforseo.com/ |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 0/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 否 |
| homepage | https://dataforseo.com/ |
| 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 — 无数据 |
| 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 |
| 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 |
| 4.5/7.5 | Maintained — 6 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 6 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 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 — 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 | 4.2 |
已排除计分（无数据或不适用）：branch_protection, ci_tests, 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。
21
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） |
| 2.8/40 | 可读的提交历史 — 75 次人类提交中有 4 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 | 0.053 |
| 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 75 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 |
| 54.8/55 | 可控的文件大小 — 采样的 2,877 个源文件中有 12 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 1,125,290 |
| source_files_sampled | 2,877 |
| oversized_source_files | 12 |
关键数据
46GitHub 星标
6贡献者
26最近 12 个月提交数
0距最近推送天数
5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
- No resolved dependencies carried a version and a supported ecosystem
更多细节
Star 与 Fork 历史 46 ★ / 13 ⇿
46Star
13Fork
4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 0修订 4
每个点涵盖 3 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 |
| 不适用 | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 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 |
| 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 |
| 6 | Maintained | 6 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 6 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 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 4
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 4 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 | pydantic | — | 间接 |
| PyPI | python-dateutil | — | 间接 |
| PyPI | typing-extensions | — | 间接 |
| PyPI | urllib3 | — | 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": 17505,
"has_wiki": false,
"homepage": "https://dataforseo.com/",
"languages": {
"Python": 16335962
},
"pushed_at": "2026-07-22T07:30:42Z",
"created_at": "2024-03-03T20:24:09Z",
"owner_type": "Organization",
"updated_at": "2026-07-22T07:31:55Z",
"description": "Official DataForSEO python client",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "master",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://dataforseo.com/",
"name": "DataForSEO",
"type": "Organization",
"login": "dataforseo",
"company": null,
"location": null,
"followers": 89,
"avatar_url": "https://avatars.githubusercontent.com/u/29703714?v=4",
"created_at": "2017-06-26T09:10:52Z",
"is_verified": null,
"public_repos": 13,
"account_age_days": 3312
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v2.1.0",
"kind": "minor",
"published_at": "2026-07-22T07:30:27Z"
},
{
"tag": "v2.0.27",
"kind": "patch",
"published_at": "2026-07-03T16:19:42Z"
},
{
"tag": "v2.0.26",
"kind": "patch",
"published_at": "2026-06-02T13:21:51Z"
},
{
"tag": "v2.0.25",
"kind": "patch",
"published_at": "2026-04-28T19:46:18Z"
},
{
"tag": "v2.0.24",
"kind": "patch",
"published_at": "2026-04-21T06:26:05Z"
}
],
"recent_commits": [
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"body": null,
"is_bot": false,
"headline": "release version 2.1.0",
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{
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"headline": "fix __init__.py file",
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"headline": "release version 2.0.26",
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"headline": "release version 2.0.25",
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"headline": "upd",
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"committed_at": "2026-04-28T19:35:58Z",
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},
{
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"headline": "add publish workflow",
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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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{
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"weight": 0.2,
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{
"key": "tests_present",
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{
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{
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{
"key": "openssf_scorecard_ci_tests",
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{
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{
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{
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{
"key": "topics",
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"points": 0,
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"details": [],
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{
"key": "wiki",
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"points": 0,
"status": "missed",
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]
}
],
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{
"key": "security",
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"weight": 0.16,
"metrics": [
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"notes": [
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"code": "excluded_no_data",
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"code": "weights_renormalized",
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"scorecard_version": "v5.5.0",
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"components": [
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
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{
"key": "branch_protection",
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"points": 0,
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"code": "no_data",
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{
"key": "ci_tests",
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"code": "no_data",
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],
"max_points": 2.5
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{
"key": "cii_best_practices",
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"points": 0,
"status": "missed",
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{
"key": "code_review",
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{
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"points": 0,
"status": "missed",
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{
"key": "dangerous_workflow",
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"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",
"details": [],
"max_points": 5
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{
"key": "license",
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"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
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{
"key": "maintained",
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"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
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{
"key": "packaging",
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{
"key": "pinned_dependencies",
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"points": 0,
"status": "missed",
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{
"key": "sast",
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"points": 0,
"status": "missed",
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{
"key": "security_policy",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "signed_releases",
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"code": "no_data",
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{
"key": "token_permissions",
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"status": "missed",
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{
"key": "vulnerabilities",
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"status": "met",
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"max_points": 7.5
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{
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"notes": [
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"code": "jurisdiction_evidence_limits",
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"components": [
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"components": [
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{
"key": "machine_readable_docs_llms_txt",
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