公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-08-01 07:37 UTC

NVIDIA / ai-assisted-annotation-client

Client side integration example source code and libraries for AI-Assisted Annotation SDK

C++ · Python · CMake自定义许可证★ 320 星标⑂ 67 复刻始于 2019年1月在 GitHub 上查看 ↗

NVIDIA/ai-assisted-annotation-client 的健康指数为 100 分中的 37 分，处于「存在风险」区间。 其得分最高的类别是Community & Adoption（63/100），最低的是Vitality（17/100）。 最近一次更新在 830 天前。 近期的大部分工作由 1 位贡献者完成。

37
总分 / 100
存在风险

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。

37
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）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

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。

Abandonment Policy applies a 85% multiplier to weighted overall health.

所有权

NVIDIA Corporation组织
28,513 关注者778 个公开仓库始于 2012年5月

该仓库由组织支持——共同承担、可问责的托管责任，可延续于任何单一维护者之后。

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？

17危急 · 占总体的 22%

开发活跃度

1危急
评分方式
0/36推送新近度 — 最近一次推送于 830 天前
0/36提交节奏 — 52 周中有 0 周有提交
0/18提交量 — 最近一年 0 次提交
0/10OpenSSF 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_year0
human_commit_share1
days_since_last_push830
active_weeks_last_year0

发布纪律

40存在风险
评分方式
27/27有发布版本 — 已发布 3 个发布版本
0/36发布时效 — 最近一次发布版本于 2,328 天前
12.6/27发布节奏 — 约每 191.6 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count3
latest_release_tagv1.0.2
releases_from_tags否
days_since_latest_release2,328
mean_days_between_releases191.6

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？

63中等 · 占总体的 18%

流行度与采用

63中等
评分方式
40.6/60星标 — 320 个星标
15.2/25复刻 — 67 个复刻
7.5/15关注者 — 23 位关注者
所用输入
forks67
stars320
watchers23
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

64中等
评分方式
22.5/22.5README
16.9/22.5许可证 — 存在许可证文件，但不是可识别的许可证
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 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

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？

63中等 · 占总体的 24%

维护者韧性（巴士系数）

24危急
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
2.8/22.5提交分布 — 头号贡献者编写了 88% 的提交
9.5/13.5贡献者广度 — 7 位贡献者
3/10OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled7
top_contributor_share0.876

议题与 PR 响应能力

94优秀
评分方式
42.1/46.8议题解决 — 90% 的议题已关闭
36.4/38.3PR 接受 — 已裁定的 PR 中 58/61 已合并
15/15OpenSSF Scorecard：Code-Review — all changesets reviewed
所用输入
merged_prs58
open_issues5
closed_issues45
issue_closed_ratio0.9
closed_unmerged_prs3

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 — NVIDIA 有 28,513 位关注者
25/25既往记录 — 778 个公开仓库，账户约 14 年
所用输入
followers28,513
owner_typeOrganization
is_verified—
owner_loginNVIDIA
public_repos778
account_age_days5,195

工程质量

基础的工程与文档实践是否到位？

40存在风险 · 占总体的 20%

工程实践

24危急
评分方式
0/24CI 工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard：CI-Tests — 0 out of 30 merged PRs checked by a CI test -- score normalized to 0
所用输入
has_ci否
has_tests是
has_editorconfig否
has_linter_config否
has_precommit_config否

文档

65中等
评分方式
30/30README
25/25文档目录
0/15文档 / 主页站点
10/10仓库描述
0/10主题标签
0/10Wiki
所用输入
topics—
has_wiki否
homepage—
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？

34存在风险 · 占总体的 16%

安全态势

34存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
0/2.5CI-Tests — 0 out of 30 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
0/10Dangerous-Workflow — 无数据
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5许可证 — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — 无数据
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated14
scorecard_versionv5.5.0
checks_inconclusive4
scorecard_aggregate3.4
已排除计分（无数据或不适用）：branch_protection, dangerous_workflow, packaging, token_permissions。 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。

52中等 · 占总体的 0%

AI 代理上下文与指引

30存在风险
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）
30.4/40可读的提交历史 — 100 次人类提交中有 57 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_share0.57
agent_instruction_files—
agent_instruction_max_bytes—

验证循环（构建 / 测试 / 类型检查）

51中等
评分方式
18/18一条命令的引导启动 — docs/Makefile
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — C++（静态类型）
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
0/10OpenSSF 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是
bootstrap_filesdocs/Makefile
has_devcontainer否
has_linter_config否
typecheck_configs—
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

面向模型的代码可读性

100优秀
评分方式
45/45可类型检查的代码 — C++（静态类型）
55/55可控的文件大小 — 采样的 59 个源文件中有 0 个超过 60KB
所用输入
primary_languageC++
largest_source_bytes50,274
source_files_sampled59
oversized_source_files0

关键数据

320GitHub 星标
7贡献者
0最近 12 个月提交数
830距最近推送天数
3发布版本数
1巴士系数（bus factor）
5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
  • Could not fetch pypi package 'aiaa_client' from its registry
  • No resolved dependencies carried a version and a supported ecosystem

更多细节

Star 与 Fork 历史 0 ★ / 67 ⇿
0Star
67Fork
2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。

01325385063756532019-032022-112026-07
主版本 0次版本 0修订 2

每个点涵盖 7 天。

OpenSSF Scorecard 3.4 / 10
3.4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）。Scorecard v5.5.0 · 2026-08-01 07:36 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal 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
0CI-Tests0 out of 30 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
不适用Dangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
不适用Token-PermissionsNo tokens found
10Vulnerabilities0 existing vulnerabilities detected
全部依赖 2

来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 2 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
PyPInumpy—间接
PyPIsimpleitk—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
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          "is_bot": false,
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          "is_bot": false,
          "headline": "Add DeepGrow 3D support (#75)",
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          "headline": "Add PIP Package (#73)",
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          "committed_at": "2020-06-04T12:40:56Z",
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          "headline": "Revert \"Add 3D deepgrow support (#70)\" (#72)",
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          "headline": "Support 'others' and 'pipeline' models to run in autosegment section …",
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          "body": "* Support Clara v3.0 Inference API for py/cpp client\r\n\r\n* add missing aiaa-inference.cpp\r\n\r\n* fixed comments\r\n\r\nCo-authored-by: Sachidanand Alle <salle@nvidia.com>",
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          "headline": "Support Clara v3.0 Inference API for py/cpp client (#65)",
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          "headline": "fix refresh icon for windows (#63)",
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          "body": "* Support deprecated v1 clara version for backward comptability\r\n\r\n* fix session check condition for deepgrow\r\n\r\n* fix cursor movement/position error during model upload for deepgrow action\r\n\r\n* Update readme for deepgrow action\r\n\r\n* Don't save default server in register + disable aiaa session by default\r\n\r\n* Update README.md",
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          "headline": "fix client docs for 1.0.2 release (#61)",
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          "headline": "Fix min version for cmake build to support slicer plugin (#58)",
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          "headline": "Fix compile errors (#56)",
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          "is_bot": false,
          "headline": "Support default init for AIAAClient (#33)",
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          "headline": "Fix Windows path display (#27)",
          "author_name": "Simon Biggs",
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          "headline": "Fix AIAA docs and update version to 1.0.1 (#16)",
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          "body": "* Support NVIDIA Segmentation+Annotation in AIAA Client+MITK Workbench\r\n* Add and show extreme points into pointset interaction\r\n* Fix URL for /models\r\n* PY Client segmentation API + Test data\r\n* Add Segmentation API example into tools\r\n* Support label and type in ListModels tool\r\n* support model ty\n[…]\n) API\r\n* Fix UI refresh for MITK plugin\r\n* Support model name instead of labels (design review) + fix color map for multi-labeled masks\r\n* Support label based model filtering config + correct tooltips",
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          "headline": "AIAA Client GA Release (#15)",
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          "body": "GCC 7.3 has problems when linking against some loose dependencies\r\nand needs a little help to actually link. Otherwise this can lead\r\nto runtime errors because the loose dependency isn't found even\r\nthough it is present in the library search path.",
          "is_bot": false,
          "headline": "Link MITK plugin against PocoNet (#12) (#13)",
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          "headline": "Merge pull request #10 from NVIDIA/r1.0",
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          "headline": "Merge pull request #9 from NVIDIA/SachidanandAlle-patch-1",
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          "headline": "Merge pull request #8 from NVIDIA/r1.0",
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}

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评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计.