公开记录
软件健康报告模式 0.15.0 · 指标 1.13.0 · 2026-07-20 09:03 UTC

NVIDIA / NeMo-Agent-Toolkit

The NVIDIA NeMo Agent toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents.

PythonApache-2.0★ 2,505 星标⑂ 712 复刻始于 2025年3月在 GitHub 上查看 ↗

NVIDIA/NeMo-Agent-Toolkit 的健康指数为 100 分中的 87 分,处于「优秀」区间。 其得分最高的类别是Vitality(99/100),最低的是Security(60/100)。 最近一次更新在 1 天前。 近期的大部分工作由 4 位贡献者完成。

87
总分 / 100
优秀

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。

87
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。

所有权

28,148 关注者769 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。

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
PyPInvidia-nat1.8.0161,04144933 天前airagagents

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?

99优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 1 天前
35.3/36提交节奏 — 52 周中有 51 周有提交
18/18提交量 — 最近一年 1,207 次提交
10/10OpenSSF 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_year1,207
human_commit_share
days_since_last_push1
active_weeks_last_year51

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 15 个发布版本
36/36发布时效 — 最近一次发布版本于 33 天前
27/27发布节奏 — 约每 26.1 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count15
latest_release_tagv1.8.0
releases_from_tags
days_since_latest_release33
mean_days_between_releases26.1
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?

89优秀 · 占总体的 18%
评分方式
55.1/60星标 — 2,505 个星标
23.8/25复刻 — 712 个复刻
8.3/15关注者 — 32 位关注者
所用输入
forks712
stars2,505
watchers32
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
69.4/80月度下载量 — pypi 合计每月 161,041 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
packagesnvidia-nat
dependents
ecosystemspypi
total_downloads
monthly_downloads161,041
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?

88优秀 · 占总体的 24%
评分方式
43.2/54巴士系数 — 4 位贡献者贡献了半数提交
17.3/22.5提交分布 — 头号贡献者编写了 23% 的提交
13.5/13.5贡献者广度 — 100 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 10 contributing companies or organizations
所用输入
bus_factor4
contributors_sampled100
top_contributor_share0.233
评分方式
43.4/46.8议题解决 — 93% 的议题已关闭
32.2/38.3PR 接受 — 已裁定的 PR 中 1,456/1,731 已合并
15/15OpenSSF Scorecard:Code-Review — all changesets reviewed
所用输入
merged_prs1,456
open_issues27
closed_issues352
issue_closed_ratio0.929
closed_unmerged_prs275
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 28,148 位关注者
25/25既往记录 — 769 个公开仓库,账户约 14 年
所用输入
followers28,148
owner_typeOrganization
is_verified
owner_loginNVIDIA
public_repos769
account_age_days5,183
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 33 天前
20/20版本历史 — 449 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
packagesnvidia-nat
ecosystemspypi
any_deprecated
min_days_since_publish33

工程质量

基础的工程与文档实践是否到位?

92优秀 · 占总体的 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 3 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://docs.nvidia.com/nemo/agent-toolkit/latest/
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepagehttps://docs.nvidia.com/nemo/agent-toolkit/latest/
has_readme
has_docs_dir
has_description

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?

60中等 · 占总体的 16%

安全态势

60中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 10 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 179 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6
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。

71良好 · 占总体的 0%
评分方式
45/45代理指令 — .cursor/rules/cursor-rules.mdc, .cursor/rules/documentation/capitalization.mdc, .cursor/rules/documentation/categories.mdc, .cursor/rules/documentation/formatting.mdc, .cursor/rules/documentation/general.mdc, .cursor/rules/documentation/latinisms.mdc, .cursor/rules/documentation/lists-and-tables.mdc, .cursor/rules/documentation/numbers-and-dates.mdc, .cursor/rules/documentation/punctuation.mdc, .cursor/rules/documentation/voice-and-tone.mdc, .cursor/rules/documentation/writing-process.mdc, .cursor/rules/general.mdc, .cursor/rules/nat-agents/general.mdc, .cursor/rules/nat-cli/general.mdc, .cursor/rules/nat-cli/nat-eval.mdc, .cursor/rules/nat-cli/nat-info.mdc, .cursor/rules/nat-cli/nat-run-serve.mdc, .cursor/rules/nat-cli/nat-workflow.mdc, .cursor/rules/nat-setup/general.mdc, .cursor/rules/nat-setup/nat-toolkit-installation.mdc, .cursor/rules/nat-tests/general.mdc, .cursor/rules/nat-tests/integration-tests.mdc, .cursor/rules/nat-tests/nat-test-llm.mdc, .cursor/rules/nat-workflows/add-functions.mdc, .cursor/rules/nat-workflows/add-tools.mdc, .cursor/rules/nat-workflows/general.mdc, AGENTS.md, skills/nat-agent-configuration/references/agents.md
0/15机器可读文档(llms.txt)
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt
legible_history_share
agent_instruction_files.cursor/rules/cursor-rules.mdc, .cursor/rules/documentation/capitalization.mdc, .cursor/rules/documentation/categories.mdc, .cursor/rules/documentation/formatting.mdc, .cursor/rules/documentation/general.mdc, .cursor/rules/documentation/latinisms.mdc, .cursor/rules/documentation/lists-and-tables.mdc, .cursor/rules/documentation/numbers-and-dates.mdc, .cursor/rules/documentation/punctuation.mdc, .cursor/rules/documentation/voice-and-tone.mdc, .cursor/rules/documentation/writing-process.mdc, .cursor/rules/general.mdc, .cursor/rules/nat-agents/general.mdc, .cursor/rules/nat-cli/general.mdc, .cursor/rules/nat-cli/nat-eval.mdc, .cursor/rules/nat-cli/nat-info.mdc, .cursor/rules/nat-cli/nat-run-serve.mdc, .cursor/rules/nat-cli/nat-workflow.mdc, .cursor/rules/nat-setup/general.mdc, .cursor/rules/nat-setup/nat-toolkit-installation.mdc, .cursor/rules/nat-tests/general.mdc, .cursor/rules/nat-tests/integration-tests.mdc, .cursor/rules/nat-tests/nat-test-llm.mdc, .cursor/rules/nat-workflows/add-functions.mdc, .cursor/rules/nat-workflows/add-tools.mdc, .cursor/rules/nat-workflows/general.mdc, AGENTS.md, skills/nat-agent-configuration/references/agents.md
agent_instruction_max_bytes10,375
已排除计分(无数据或不适用):可读的提交历史。 其余权重已重新归一化。
评分方式
18/18一条命令的引导启动 — docs/Makefile
22/22自动化测试
11/11Lint / 格式化配置
0/11静态类型检查
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 无数据
0/8自动化维护 — 无数据
2/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
所用输入
has_nix
has_tests
lockfilesuv.lock
has_dockerfile
typed_language
bootstrap_filesdocs/Makefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
已排除计分(无数据或不适用):已体现的代理实践, 自动化维护。 其余权重已重新归一化。
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
54.7/55可控的文件大小 — 采样的 1,643 个源文件中有 8 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes85,894
source_files_sampled1,643
oversized_source_files8
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
20/20MCP 服务器
40/40可运行示例 — examples, notebooks
所用输入
example_dirsexamples, notebooks
has_mcp_signal
api_schema_files

关键数据

2,505GitHub 星标
100贡献者
1,207最近 12 个月提交数
1距最近推送天数
15发布版本数
4巴士系数(bus factor)
27开放议题
PyPI软件包生态系统数

更多细节

OpenSSF Scorecard 6.0 / 10
6.0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 · 2026-07-20 09:03 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 10 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities179 existing vulnerabilities detected
全部依赖 938

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 938 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
PyPIa2a-sdk0.3.24间接
PyPIabnf2.2.0间接
PyPIaccessible-pygments0.0.5间接
PyPIagent-memory-client0.14.0间接
PyPIagno2.6.5间接
PyPIaioboto315.5.0间接
PyPIaiobotocore2.25.1间接
PyPIaiofile3.9.0间接
PyPIaiofiles25.1.0间接
PyPIaiohappyeyeballs2.6.1间接
PyPIaiohappyeyeballs2.6.2间接
PyPIaiohttp3.13.3间接
PyPIaiohttp3.13.5间接
PyPIaiohttp3.14.0间接
PyPIaiohttp-retry2.9.1间接
PyPIaioice0.10.2间接
PyPIaioitertools0.13.0间接
PyPIaiomysql0.3.2间接
PyPIaiortc1.14.0间接
PyPIaiorwlock1.5.0间接
PyPIaiorwlock1.5.1间接
PyPIaiosignal1.4.0间接
PyPIaiosqlite0.21.0间接
PyPIaiosqlite0.22.1间接
PyPIalabaster1.0.0间接
PyPIalembic1.18.4间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIannoy1.17.3间接
PyPIansible-runner2.4.2间接
PyPIanthropic0.77.0间接
PyPIanthropic0.83.0间接
PyPIanyio4.12.1间接
PyPIanyio4.13.0间接
PyPIappdirs1.4.4间接
PyPIappnope0.1.4间接
PyPIargon2-cffi25.1.0间接
PyPIargon2-cffi-bindings25.1.0间接
PyPIarize-phoenix-otel0.14.0间接
PyPIarize-phoenix-otel0.15.0间接
PyPIarize-phoenix-otel0.16.1间接
PyPIarxiv2.4.0间接
PyPIasgi-lifespan2.1.0间接
PyPIastroid3.3.11间接
PyPIastroid4.1.0间接
PyPIasttokens3.0.1间接
PyPIasync-timeout5.0.1间接
PyPIattrs25.4.0间接
PyPIattrs26.1.0间接
PyPIauthlib1.7.2间接
PyPIautogen-agentchat0.7.5间接
PyPIautogen-core0.7.5间接
PyPIautogen-ext0.7.5间接
PyPIav16.1.0间接
PyPIaws-requests-auth0.4.3间接
PyPIazure-ai-agents1.2.0b6间接
PyPIazure-ai-projects1.0.0间接
PyPIazure-core1.38.0间接
PyPIazure-core1.38.2间接
PyPIazure-core1.41.0间接
PyPIazure-identity1.25.1间接
PyPIazure-identity1.25.2间接
PyPIazure-storage-blob12.28.0间接
PyPIbabel2.18.0间接
PyPIbackoff2.2.1间接
PyPIbackports-tarfile1.2.0间接
PyPIbanks2.4.2间接
PyPIbcrypt5.0.0间接
PyPIbeartype0.22.9间接
PyPIbeautifulsoup44.14.3间接
PyPIbleach6.3.0间接
PyPIblinker1.9.0间接
PyPIblis1.3.3间接
PyPIboto31.40.61间接
PyPIboto31.43.22间接
PyPIbotocore1.40.61间接
PyPIbotocore1.43.22间接
PyPIbuild1.4.0间接
PyPIcachetools6.2.6间接
PyPIcachetools7.0.0间接
PyPIcachetools7.0.1间接
PyPIcachetools7.0.2间接
PyPIcachetools7.1.1间接
PyPIcachetools7.1.3间接
PyPIcachetools7.1.4间接
PyPIcaio0.9.25间接
PyPIcatalogue2.0.10间接
PyPIcertifi2026.1.4间接
PyPIcertifi2026.2.25间接
PyPIcertifi2026.4.22间接
PyPIcertifi2026.5.20间接
PyPIcffi2.0.0间接
PyPIcfgv3.5.0间接
PyPIchardet5.2.0间接
PyPIcharset-normalizer3.4.4间接
PyPIcharset-normalizer3.4.7间接
PyPIchromadb1.1.1间接
PyPIcint1.0.0间接
PyPIcircuitbreaker2.1.3间接
PyPIclick8.1.8间接
PyPIclick8.3.1间接
PyPIclick8.3.3间接
PyPIclick8.4.0间接
PyPIclick8.4.1间接
PyPIclick8.4.2间接
PyPIcloudevents1.12.0间接
PyPIcloudpathlib0.23.0间接
PyPIcloudpathlib0.24.0间接
PyPIcloudpickle3.1.2间接
PyPIcolorama0.4.6间接
PyPIcolorlog6.10.1间接
PyPIcomm0.2.3间接
PyPIconfection0.1.5间接
PyPIconfection1.3.3间接
PyPIcontourpy1.3.3间接
PyPIcourlan1.3.2间接
PyPIcoverage7.13.2间接
PyPIcoverage7.13.3间接
PyPIcoverage7.13.4间接
PyPIcoverage7.13.5间接
PyPIcoverage7.14.0间接
PyPIcrc32c2.8间接
PyPIcrewai1.13.0间接
PyPIcrewai1.6.1间接
PyPIcryptography46.0.7间接
PyPIcycler0.12.1间接
PyPIcyclopts4.5.4间接
PyPIcymem2.0.13间接
PyPIdask2026.1.2间接
PyPIdataclass-wizard0.39.1间接
PyPIdataclasses-json0.6.7间接
PyPIdatasets4.5.0间接
PyPIdatasets4.6.1间接
PyPIdatasets4.8.4间接
PyPIdatasets4.8.5间接
PyPIdateparser1.3.0间接
PyPIdebugpy1.8.20间接
PyPIdecorator5.2.1间接
PyPIdefusedxml0.7.1间接
PyPIdeprecated1.2.18间接
PyPIdeprecation2.1.0间接
PyPIdill0.4.0间接
PyPIdill0.4.1间接
PyPIdirtyjson1.0.8间接
PyPIdiskcache5.6.3间接
PyPIdiskcache-weave5.6.3.post1间接
PyPIdistlib0.4.0间接
PyPIdistributed2026.1.2间接
PyPIdistro1.9.0间接
PyPIdnspython2.8.0间接
PyPIdocopt0.6.2间接
PyPIdocstring-parser0.17.0间接
PyPIdocutils0.21.2间接
PyPIdocutils0.22.4间接
PyPIdurationpy0.10间接
PyPIelastic-transport8.17.1间接
PyPIelasticsearch8.19.3间接
PyPIemail-validator2.3.0间接
PyPIet-xmlfile2.0.0间接
PyPIevents0.5间接
PyPIexa-py1.16.1间接
PyPIexa-py1.16.2间接
PyPIexceptiongroup1.3.1间接
PyPIexecuting2.2.1间接
PyPIexpandvars1.1.2间接
PyPIextratools0.8.2.1间接
PyPIfastapi0.129.0间接
PyPIfastapi0.133.1间接
PyPIfastapi0.135.1间接
PyPIfastapi0.136.1间接
PyPIfastapi0.136.3间接
PyPIfastembed0.8.0间接
PyPIfastjsonschema2.21.2间接
PyPIfastmcp3.2.4间接
PyPIfastuuid0.14.0间接
PyPIfeedparser6.0.12间接
PyPIfickling0.1.7间接
PyPIfilelock3.20.3间接
PyPIfilelock3.24.3间接
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PyPIfilelock3.29.0间接
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原始 JSON 报告 机器可读
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              "has_wiki": true,
              "homepage": "https://docs.nvidia.com/nemo/agent-toolkit/latest/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.nvidia.com/nemo/agent-toolkit/latest/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
        "value": 60,
        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
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              },
              {
                "code": "weights_renormalized",
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            "value": 60,
            "inputs": {
              "source": "openssf_scorecard",
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
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                "points": 7.5,
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                "key": "branch_protection",
                "name": "Branch-Protection",
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                "key": "ci_tests",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
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              {
                "key": "code_review",
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                "points": 7.5,
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                "details": [],
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              {
                "key": "contributors",
                "name": "Contributors",
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                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
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              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "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
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                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
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                "key": "packaging",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                "max_points": 5
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              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 5
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              {
                "key": "sast",
                "name": "SAST",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
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              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                "max_points": 7.5
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                "key": "token_permissions",
                "name": "Token-Permissions",
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                "status": "partial",
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                "max_points": 7.5
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                "key": "vulnerabilities",
                "name": "Vulnerabilities",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
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          },
          {
            "key": "high_risk_jurisdiction_exposure",
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              {
                "code": "jurisdiction_evidence_limits",
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            "value": 100,
            "inputs": {
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              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 7
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 71,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
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                "code": "weights_renormalized",
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            "value": 75,
            "inputs": {
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              "legible_history_share": null,
              "agent_instruction_files": [
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                ".cursor/rules/documentation/categories.mdc",
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                ".cursor/rules/documentation/general.mdc",
                ".cursor/rules/documentation/latinisms.mdc",
                ".cursor/rules/documentation/lists-and-tables.mdc",
                ".cursor/rules/documentation/numbers-and-dates.mdc",
                ".cursor/rules/documentation/punctuation.mdc",
                ".cursor/rules/documentation/voice-and-tone.mdc",
                ".cursor/rules/documentation/writing-process.mdc",
                ".cursor/rules/general.mdc",
                ".cursor/rules/nat-agents/general.mdc",
                ".cursor/rules/nat-cli/general.mdc",
                ".cursor/rules/nat-cli/nat-eval.mdc",
                ".cursor/rules/nat-cli/nat-info.mdc",
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                "key": "agent_instructions",
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                "points": 45,
                "status": "met",
                "details": [
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                ],
                "max_points": 45
              },
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                "key": "machine_readable_docs_llms_txt",
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                "points": 0,
                "status": "missed",
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              },
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                "key": "legible_commit_history",
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                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 77,
            "inputs": {
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              "lockfiles": [
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              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/Makefile"
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                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
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                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 85894,
              "source_files_sampled": 1643,
              "oversized_source_files": 8
            },
            "components": [
              {
                "key": "type_checkable_code",
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                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "8/1643 source files over 60KB",
                "points": 54.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
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                    }
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                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-20T09:03:50.162869Z",
  "schema_version": "0.15.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/n/NVIDIA/NeMo-Agent-Toolkit.svg",
  "full_name": "NVIDIA/NeMo-Agent-Toolkit",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v0.15.0—— 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PyPI.