公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-24 18:41 UTC
aws / aws-iot-device-sdk-python
SDK for connecting to AWS IoT from a device using Python.
aws/aws-iot-device-sdk-python 的健康指数为 100 分中的 65 分，处于「中等」区间。 其得分最高的类别是Community & Adoption（84/100），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 2 位贡献者完成。
65
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。
65
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 | AWSIoTPythonSDK | 1.6.1 | - | 22 | 0 天前 | awsiotmqtt |
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？
61
开发活跃度
45存在风险
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 2.1/36 | 提交节奏 — 52 周中有 3 周有提交 |
| 6.3/18 | 提交量 — 最近一年 4 次提交 |
| 1/10 | OpenSSF Scorecard：Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
所用输入
| commits_last_year | 4 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 3 |
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 0 天前 |
| 12.6/27 | 发布节奏 — 约每 347.2 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 16 |
| latest_release_tag | v1.6.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 347.2 |
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？
84
流行度与采用
77良好
评分方式
| 46/60 | 星标 — 688 个星标 |
| 21.8/25 | 复刻 — 418 个复刻 |
| 9.4/15 | 关注者 — 51 位关注者 |
所用输入
| forks | 418 |
| stars | 688 |
| watchers | 51 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
92优秀
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 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 是 |
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？
77
维护者韧性（巴士系数）
56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 |
| 11.8/22.5 | 提交分布 — 头号贡献者编写了 48% 的提交 |
| 13.5/13.5 | 贡献者广度 — 18 位贡献者 |
| 6/10 | OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
所用输入
| bus_factor | 2 |
| contributors_sampled | 18 |
| top_contributor_share | 0.475 |
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 |
| 20/38.3 | PR 接受 — 已裁定的 PR 中 35/67 已合并 |
| 15/15 | OpenSSF Scorecard：Code-Review — all changesets reviewed |
所用输入
| merged_prs | 35 |
| open_issues | 0 |
| closed_issues | 267 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 32 |
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 — aws 有 16,160 位关注者 |
| 25/25 | 既往记录 — 551 个公开仓库，账户约 13 年 |
所用输入
| followers | 16,160 |
| owner_type | Organization |
| is_verified | — |
| owner_login | aws |
| public_repos | 551 |
| account_age_days | 5,078 |
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 — 22 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 | AWSIoTPythonSDK |
| 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？
47
工程实践
52中等
评分方式
| 24/24 | CI 工作流 — 5 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 |
| 4/20 | OpenSSF Scorecard：CI-Tests — 5 out of 18 merged PRs checked by a CI test -- score normalized to 2 |
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 |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 0/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 否 |
| homepage | — |
| has_readme | 是 |
| 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？
52
安全态势
52中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 4.5/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 0.5/2.5 | CI-Tests — 5 out of 18 merged PRs checked by a CI test -- score normalized to 2 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 |
| 0.8/7.5 | Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 1 |
| 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 | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.2 |
已排除计分（无数据或不适用）：packaging, 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
20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） |
| 19.7/40 | 可读的提交历史 — 100 次人类提交中有 37 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 | 0.37 |
| 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
54中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 53.9/55 | 可控的文件大小 — 采样的 101 个源文件中有 2 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 99,147 |
| source_files_sampled | 101 |
| oversized_source_files | 2 |
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 — samples |
所用输入
| example_dirs | samples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
688GitHub 星标
18贡献者
4最近 12 个月提交数
0距最近推送天数
16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
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- deps.dev does not index pypi:AWSIoTPythonSDK@1.6.1; advisories assessed against the repository dependency graph instead
更多细节
Star 与 Fork 历史 0 ★ / 418 ⇿
0Star
418Fork
14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 5修订 9
每个点涵盖 10 天。
OpenSSF Scorecard 5.2 / 10
5.2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 |
| 6 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 2 | CI-Tests | 5 out of 18 merged PRs checked by a CI test -- score normalized to 2 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 |
| 1 | Maintained | 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 1 | SAST | SAST tool is not run on all commits -- score normalized to 1 |
| 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 |
全部依赖 0
来自 GitHub 依赖图的完整解析依赖集合：0 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 |
|---|
依赖安全公告 未评估
本报告未能完成公告比对：No resolved dependencies to assess
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 358,
"has_wiki": false,
"homepage": null,
"languages": {
"Shell": 7447,
"Python": 643580
},
"pushed_at": "2026-07-24T18:30:10Z",
"created_at": "2016-06-08T19:06:12Z",
"owner_type": "Organization",
"updated_at": "2026-07-24T18:29:19Z",
"description": "SDK for connecting to AWS IoT from a device using Python. ",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "master",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://amazon.com/aws",
"name": "Amazon Web Services",
"type": "Organization",
"login": "aws",
"company": null,
"location": "United States of America",
"followers": 16160,
"avatar_url": "https://avatars.githubusercontent.com/u/2232217?v=4",
"created_at": "2012-08-28T05:37:55Z",
"is_verified": null,
"public_repos": 551,
"account_age_days": 5078
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v1.6.1",
"kind": "patch",
"published_at": "2026-07-24T18:30:10Z"
},
{
"tag": "v1.6.0",
"kind": "minor",
"published_at": "2026-01-28T16:49:05Z"
},
{
"tag": "v1.5.5",
"kind": "patch",
"published_at": "2025-08-04T16:12:46Z"
},
{
"tag": "v1.5.4",
"kind": "patch",
"published_at": "2024-02-14T21:24:34Z"
},
{
"tag": "v1.5.3",
"kind": "patch",
"published_at": "2024-02-14T19:30:54Z"
},
{
"tag": "v1.5.2",
"kind": "patch",
"published_at": "2022-04-13T21:27:34Z"
},
{
"tag": "v1.5.1",
"kind": "patch",
"published_at": "2022-03-04T20:48:59Z"
},
{
"tag": "v1.5.0",
"kind": "minor",
"published_at": "2022-01-17T16:49:38Z"
},
{
"tag": "v1.4.0",
"kind": "minor",
"published_at": "2018-06-29T00:07:41Z"
},
{
"tag": "v1.3.1",
"kind": "patch",
"published_at": "2018-01-02T21:41:06Z"
},
{
"tag": "v1.2.0",
"kind": "minor",
"published_at": "2017-09-08T17:49:23Z"
},
{
"tag": "v1.1.2",
"kind": "patch",
"published_at": "2017-06-19T21:36:29Z"
},
{
"tag": "v1.1.1",
"kind": "patch",
"published_at": "2016-11-14T23:40:00Z"
},
{
"tag": "v1.1.0",
"kind": "minor",
"published_at": "2016-10-12T22:45:52Z"
},
{
"tag": "v1.0.1",
"kind": "patch",
"published_at": "2016-08-08T23:43:02Z"
},
{
"tag": "v1.0.0",
"kind": "major",
"published_at": "2016-06-14T21:21:22Z"
}
],
"recent_commits": [
{
"oid": "604b999f027a5f85ae32d3480dbf43cc194e6602",
"body": "* update ssl context config\n\n* clean up comments",
"is_bot": false,
"headline": "Fix TLS hostname verification (#354)",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2026-07-24T18:29:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5ea78d414b0e43957d19b72e73d7d61adf4dc227",
"body": "* chore: Modified bug issue template to add checkbox to report potential regression.\n\n* fix script injection\n\n---------\n\nCo-authored-by: Ashish Dhingra <67916761+ashishdhingra@users.noreply.github.com>",
"is_bot": false,
"headline": "Fix script injection in Github action (#353)",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2026-07-07T18:52:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "43536ade4da1b4e9f6c5e999c8892d7f1506cc33",
"body": null,
"is_bot": false,
"headline": "Fix link in readme (#351)",
"author_name": "Igor Abdrakhimov",
"author_login": "sfod",
"committed_at": "2026-01-29T18:04:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "52cfb0b4a819a381fc9eae6cee4d039daff158d8",
"body": "* Update Paho Client to v1.2",
"is_bot": false,
"headline": "Paho Client Update (#350)",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2026-01-28T16:03:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "057fda5720281407d6d054932a3f6b03c5b495fb",
"body": "* handle ack packet\n\n* update suback packet\n\n* update runner image\n\n* improve error structure\n\n* add suback test",
"is_bot": false,
"headline": "Handle Suback Packet (#349)",
"author_name": "Vera Xia",
"author_login": "xiazhvera",
"committed_at": "2025-08-04T16:10:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "33016f1ee7f76423805a63a68385b94e8a7015f8",
"body": "* switch to using a role for integrated tests\r\n\r\n* separate python\r\n\r\n* setup permision&test against CI_PubSub_Role\r\n\r\n* test against iot account\r\n\r\n* update host\r\n\r\n* test host\r\n\r\n* use a ci job role for test\r\n\r\n* update role permission\r\n\r\n* update tests to use host argument\r\n\r\n* quick run discovery test\r\n\r\n* quick test for gg discovery\r\n\r\n* migrate gg discovery test\r\n\r\n* more comments\r\n\r\n---------\r\n\r\nCo-authored-by: Vera Xia <zhvxia@amazon.com>",
"is_bot": false,
"headline": "Switch to using a role for CI (#348)",
"author_name": "Steve Kim",
"author_login": "sbSteveK",
"committed_at": "2024-11-26T20:02:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"body": "\r\n\r\nCo-authored-by: Bret Ambrose <bambrose@amazon.com>",
"is_bot": false,
"headline": "Update and clarify Python minimum version (#346)",
"author_name": "Bret Ambrose",
"author_login": "bretambrose",
"committed_at": "2024-10-28T16:50:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "37de5162375eafde639742b113ebb2925170b51e",
"body": "…l regression. (#344)",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 52,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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]
}
},
{
"code": "weights_renormalized",
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}
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"inputs": {
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"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.2
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 4.5,
"status": "partial",
"details": [],
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},
{
"key": "ci_tests",
"name": "CI-Tests",
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"points": 0.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
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},
{
"key": "code_review",
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"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
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"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
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{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
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"detail": "SAST tool is not run on all commits -- score normalized to 1",
"points": 0.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
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"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 8
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "critical",
"name": "AI Readiness",
"value": 29,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 20,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.37,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "37 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 19.7,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 37,
"sampled": 100
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}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
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"note": null,
"notes": [],
"value": 22,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
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"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
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"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
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}
],
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},
{
"key": "automated_maintenance",
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"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
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"details": [],
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}
]
},
{
"key": "ai_code_legibility",
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"largest_source_bytes": 99147,
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"oversized_source_files": 2
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"components": [
{
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"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
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}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
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"detail": "2/101 source files over 60KB",
"points": 53.9,
"status": "partial",
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{
"code": "oversized_source_files",
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"sampled": 101,
"oversized": 2
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}
],
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]
},
{
"key": "ai_interfaces",
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"notes": [],
"value": 40,
"inputs": {
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"api_schema_files": []
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{
"key": "api_schema_openapi_graphql_proto",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "mcp_server",
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},
{
"key": "runnable_examples",
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"status": "met",
"details": [
{
"code": "file_list",
"params": {
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}
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]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
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"deps.dev does not index pypi:AWSIoTPythonSDK@1.6.1; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-24T18:41:52.552789Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/aws/aws-iot-device-sdk-python.svg",
"full_name": "aws/aws-iot-device-sdk-python",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}