公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-23 00:24 UTC

jupyter-ai-contrib / jupyter-ai-jupyternaut

Package which provides the Jupyternaut, the default AI persona, in Jupyter AI

Python · TypeScriptBSD-3-Clause★ 9 星标⑂ 17 复刻始于 2025年9月在 GitHub 上查看 ↗

jupyter-ai-contrib/jupyter-ai-jupyternaut 的健康指数为 100 分中的 59 分，处于「中等」区间。 其得分最高的类别是Vitality（79/100），最低的是Community & Adoption（36/100）。 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。

59
总分 / 100
中等

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。

59
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

jupyter-ai-contrib组织
59 关注者27 个公开仓库始于 2025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
npm@jupyter-ai/jupyternaut0.0.118612120 天前jupyterjupyterlabjupyterlab-extension
PyPIjupyter_ai_jupyternaut0.0.11-12120 天前jupyterjupyterlabjupyterlab-extension

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？

79良好 · 占总体的 22%

开发活跃度

71良好
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
9.7/36提交节奏 — 52 周中有 14 周有提交
15.4/18提交量 — 最近一年 51 次提交
10/10OpenSSF Scorecard：Maintained — 16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year51
human_commit_share0.961
days_since_last_push0
active_weeks_last_year14

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 12 个发布版本
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 29.1 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_count12
latest_release_tagv0.1.0b0
releases_from_tags否
days_since_latest_release0
mean_days_between_releases29.1

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？

36存在风险 · 占总体的 18%

流行度与采用

25危急
评分方式
14.6/60星标 — 9 个星标
10/25复刻 — 17 个复刻
0/15关注者 — 0 位关注者
所用输入
forks17
stars9
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（BSD-3-Clause）
0/18CONTRIBUTING 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否
has_issue_template否
has_code_of_conduct否
has_pull_request_template否

生态采用（下载量）

32存在风险
评分方式
25.9/80月度下载量 — npm, pypi 合计每月 86 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@jupyter-ai/jupyternaut, jupyter_ai_jupyternaut
dependents—
ecosystemsnpm, pypi
total_downloads—
monthly_downloads86
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？

59中等 · 占总体的 24%

维护者韧性（巴士系数）

43存在风险
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
10.6/22.5提交分布 — 头号贡献者编写了 53% 的提交
13.5/13.5贡献者广度 — 10 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 6 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled10
top_contributor_share0.531

议题与 PR 响应能力

49存在风险
评分方式
14.2/46.8议题解决 — 30% 的议题已关闭
27.4/38.3PR 接受 — 已裁定的 PR 中 38/53 已合并
7.5/15OpenSSF Scorecard：Code-Review — Found 16/28 approved changesets -- score normalized to 5
所用输入
merged_prs38
open_issues23
closed_issues10
issue_closed_ratio0.303
closed_unmerged_prs15

所有权与托管责任

56中等
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
12.8/25所有者影响力 — jupyter-ai-contrib 有 59 位关注者
12.9/25既往记录 — 27 个公开仓库，账户约 1 年
所用输入
followers59
owner_typeOrganization
is_verified—
owner_loginjupyter-ai-contrib
public_repos27
account_age_days424

软件包维护

100优秀
评分方式
25/25已发布且可解析 — npm, pypi 上有 2 个软件包
35/35发布时效 — 最近一次发布于 120 天前
20/20版本历史 — 12 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@jupyter-ai/jupyternaut, jupyter_ai_jupyternaut
ecosystemsnpm, pypi
any_deprecated否
min_days_since_publish120

工程质量

基础的工程与文档实践是否到位？

57中等 · 占总体的 20%

工程实践

68中等
评分方式
24/24CI 工作流 — 6 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10
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
30/30README
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
0/10Wiki
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？

57中等 · 占总体的 16%

安全态势

46存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 25 out of 25 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
3.8/7.5Code-Review — Found 16/28 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 6 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
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 — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 21 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.6
已排除计分（无数据或不适用）：packaging。 其余权重已重新归一化。

依赖安全公告

100优秀
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
0/25间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories26
affected_packages14
assessed_packages1,251
unassessed_packages21
affected_by_severityhigh 12, moderate 1, low 1
direct_affected_packages0
已排除计分（无数据或不适用）：间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 1251 个已解析依赖与 OSV 比对。 有 21 项无法评估——没有已解析的版本、生态系统不受支持，或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 未对可达性进行分析。

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。

68中等 · 占总体的 0%

AI 代理上下文与指引

85优秀
评分方式
45/45代理指令 — AGENTS.md, CLAUDE.md
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 49 次人类提交中有 45 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_share0.918
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes3,440

验证循环（构建 / 测试 / 类型检查）

51中等
评分方式
0/18一条命令的引导启动
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — tsconfig.json
10/10可复现环境 — lockfile
0/10已体现的代理实践 — 最近 51 次提交中没有代理编写的提交
8/8自动化维护 — 最近 51 次提交中有 2 次为自动依赖更新
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
lockfilesyarn.lock
has_dockerfile否
typed_language否
bootstrap_files—
has_devcontainer否
has_linter_config否
typecheck_configstsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0.039

面向模型的代码可读性

82良好
评分方式
27/45可类型检查的代码 — Python，已配置类型检查（tsconfig.json）
55/55可控的文件大小 — 采样的 78 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes42,272
source_files_sampled78
oversized_source_files0

关键数据

9GitHub 星标
10贡献者
51最近 12 个月提交数
0距最近推送天数
12发布版本数
1巴士系数（bus factor）
23开放议题
npm, 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

更多细节

Star 与 Fork 历史 0 ★ / 17 ⇿
0Star
17Fork
11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。

0481216201712025-102026-022026-06
主版本 0次版本 0修订 11
OpenSSF Scorecard 4.6 / 10
4.6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 · 2026-07-23 00:23 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests25 out of 25 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 16/28 approved changesets -- score normalized to 5
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
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.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities21 existing vulnerabilities detected
直接依赖 26
注册表软件包版本约束清单文件
npm@emotion/react^11.10.5package.json
npm@emotion/styled^11.10.5package.json
npm@jupyter-ai/persona-manager^0.1.0-rc1package.json
npm@jupyter-notebook/application^7.2.0package.json
npm@jupyter/chat^0.23.0-alpha.4package.json
npm@jupyterlab/application^4.2.0package.json
npm@jupyterlab/completer^4.2.0package.json
npm@jupyterlab/coreutils^6.2.0package.json
npm@jupyterlab/services^7.2.0package.json
npm@mui/icons-material^5.11.0package.json
npm@mui/material^5.11.0package.json
PyPIjupyter_server>=2.15.0,<3pyproject.toml
PyPIpydantic>=2.10.0,<3pyproject.toml
PyPItraitlets>=5.6pyproject.toml
PyPIdeepmerge>=2.0,<3pyproject.toml
PyPIjupyterlab-chat>=0.19.0pyproject.toml
PyPIjupyter_ai_litellm>=0.0.2pyproject.toml
PyPIjinja2>=3.0,<4pyproject.toml
PyPIpython_dotenv>=1,<2pyproject.toml
PyPIjupyter_ai_persona_manager>=0.1.0rc1pyproject.toml
PyPIlangchain>=1.0.0pyproject.toml
PyPIlanggraph-checkpoint>=2.1.0pyproject.toml
PyPIlangchain_mcp_adapters>=0.2,<0.3pyproject.toml
PyPIjupyter_server_documents>=0.1.0a8pyproject.toml
PyPIjupyterlab-commands-toolkit>=0.1.2pyproject.toml
PyPIjupyterlab-notebook-awareness>=0.2.0pyproject.toml
全部依赖 1,272

来自 GitHub 依赖图的完整解析依赖集合：29 个直接依赖与 1,243 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
npm@emotion/react11.14.0直接
npm@emotion/styled11.14.1直接
npm@jupyter-ai/persona-manager0.1.0-rc1直接
npm@jupyter-notebook/application7.4.7直接
npm@jupyter/chat0.23.0-alpha.4直接
npm@jupyterlab/application4.6.1直接
npm@jupyterlab/completer4.4.9直接
npm@jupyterlab/coreutils6.4.9直接
npm@jupyterlab/coreutils6.6.1直接
npm@jupyterlab/services7.6.1直接
npm@mui/icons-material5.18.0直接
npm@mui/icons-material7.3.11直接
npm@mui/material5.18.0直接
npm@mui/material7.3.11直接
PyPIdeepmerge—直接
PyPIjinja2—直接
PyPIjupyter-ai-litellm—直接
PyPIjupyter-ai-persona-manager—直接
PyPIjupyter-server—直接
PyPIjupyter-server-documents—直接
PyPIjupyterlab-chat—直接
PyPIjupyterlab-commands-toolkit—直接
PyPIjupyterlab-notebook-awareness—直接
PyPIlangchain—直接
PyPIlangchain-mcp-adapters—直接
PyPIlanggraph-checkpoint—直接
PyPIpydantic—直接
PyPIpython-dotenv—直接
PyPItraitlets—直接
npm@antfu/install-pkg1.1.0间接
npm@babel/code-frame7.27.1间接
npm@babel/code-frame7.29.7间接
npm@babel/compat-data7.28.4间接
npm@babel/compat-data7.29.7间接
npm@babel/core7.29.7间接
npm@babel/generator7.28.3间接
npm@babel/generator7.29.7间接
npm@babel/helper-annotate-as-pure7.27.3间接
npm@babel/helper-compilation-targets7.27.2间接
npm@babel/helper-compilation-targets7.29.7间接
npm@babel/helper-create-class-features-plugin7.28.3间接
npm@babel/helper-create-regexp-features-plugin7.27.1间接
npm@babel/helper-define-polyfill-provider0.6.5间接
npm@babel/helper-globals7.28.0间接
npm@babel/helper-globals7.29.7间接
npm@babel/helper-member-expression-to-functions7.27.1间接
npm@babel/helper-module-imports7.27.1间接
npm@babel/helper-module-imports7.29.7间接
npm@babel/helper-module-transforms7.28.3间接
npm@babel/helper-module-transforms7.29.7间接
npm@babel/helper-optimise-call-expression7.27.1间接
npm@babel/helper-plugin-utils7.27.1间接
npm@babel/helper-plugin-utils7.29.7间接
npm@babel/helper-remap-async-to-generator7.27.1间接
npm@babel/helper-replace-supers7.27.1间接
npm@babel/helper-skip-transparent-expression-wrappers7.27.1间接
npm@babel/helper-string-parser7.27.1间接
npm@babel/helper-string-parser7.29.7间接
npm@babel/helper-validator-identifier7.27.1间接
npm@babel/helper-validator-identifier7.29.7间接
npm@babel/helper-validator-option7.27.1间接
npm@babel/helper-validator-option7.29.7间接
npm@babel/helper-wrap-function7.28.3间接
npm@babel/helpers7.29.7间接
npm@babel/parser7.28.4间接
npm@babel/parser7.29.7间接
npm@babel/plugin-bugfix-firefox-class-in-computed-class-key7.27.1间接
npm@babel/plugin-bugfix-safari-class-field-initializer-scope7.27.1间接
npm@babel/plugin-bugfix-safari-id-destructuring-collision-in-function-expression7.27.1间接
npm@babel/plugin-bugfix-v8-spread-parameters-in-optional-chaining7.27.1间接
npm@babel/plugin-bugfix-v8-static-class-fields-redefine-readonly7.28.3间接
npm@babel/plugin-proposal-private-property-in-object7.21.0-placeholder-for-preset-env.2间接
npm@babel/plugin-syntax-async-generators7.8.4间接
npm@babel/plugin-syntax-bigint7.8.3间接
npm@babel/plugin-syntax-class-properties7.12.13间接
npm@babel/plugin-syntax-class-static-block7.14.5间接
npm@babel/plugin-syntax-import-assertions7.27.1间接
npm@babel/plugin-syntax-import-attributes7.27.1间接
npm@babel/plugin-syntax-import-meta7.10.4间接
npm@babel/plugin-syntax-json-strings7.8.3间接
npm@babel/plugin-syntax-jsx7.27.1间接
npm@babel/plugin-syntax-logical-assignment-operators7.10.4间接
npm@babel/plugin-syntax-nullish-coalescing-operator7.8.3间接
npm@babel/plugin-syntax-numeric-separator7.10.4间接
npm@babel/plugin-syntax-object-rest-spread7.8.3间接
npm@babel/plugin-syntax-optional-catch-binding7.8.3间接
npm@babel/plugin-syntax-optional-chaining7.8.3间接
npm@babel/plugin-syntax-private-property-in-object7.14.5间接
npm@babel/plugin-syntax-top-level-await7.14.5间接
npm@babel/plugin-syntax-typescript7.27.1间接
npm@babel/plugin-syntax-unicode-sets-regex7.18.6间接
npm@babel/plugin-transform-arrow-functions7.27.1间接
npm@babel/plugin-transform-async-generator-functions7.28.0间接
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npmunique-slug5.0.0间接
npmuniversalify0.2.0间接
npmuniversalify2.0.1间接
npmupdate-browserslist-db1.1.3间接
npmupdate-browserslist-db1.2.3间接
npmuri-js4.4.1间接
npmurl-parse1.5.10间接
npmutil0.10.4间接
npmutil-deprecate1.0.2间接
npmuuid14.0.1间接
npmuuid8.3.2间接
npmv8-to-istanbul9.3.0间接
npmvalidate-npm-package-license3.0.4间接
npmvalidate.io-array1.0.6间接
npmvalidate.io-function1.0.2间接
npmvalidate.io-integer1.0.5间接
npmvalidate.io-integer-array1.0.0间接
npmvalidate.io-number1.0.3间接
npmvega5.33.1间接
npmvega-canvas1.2.7间接
npmvega-crossfilter4.1.4间接
npmvega-dataflow5.7.8间接
npmvega-encode4.10.3间接
npmvega-event-selector3.0.1间接
npmvega-expression5.1.2间接
npmvega-expression5.2.1间接
npmvega-force4.2.3间接
npmvega-format1.1.4间接
npmvega-functions5.18.1间接
npmvega-geo4.4.4间接
npmvega-hierarchy4.1.4间接
npmvega-label1.3.2间接
npmvega-lite5.23.0间接
npmvega-loader4.5.4间接
npmvega-parser6.6.1间接
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npmvega-time2.1.4间接
npmvega-transforms4.12.2间接
npmvega-typings1.5.1间接
npmvega-util1.17.4间接
npmvega-view5.16.1间接
npmvega-view-transforms4.6.2间接
npmvega-voronoi4.2.5间接
npmvega-wordcloud4.1.7间接
npmvscode-jsonrpc8.2.0间接
npmvscode-jsonrpc8.2.1间接
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npmvscode-languageserver-protocol3.17.5间接
npmvscode-languageserver-protocol3.18.2间接
npmvscode-languageserver-types3.17.5间接
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npmxml1.0.1间接
npmxml-name-validator4.0.0间接
npmxmlchars2.2.0间接
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npmy-protocols1.0.6间接
npmy-protocols1.0.7间接
npmy18n5.0.8间接
npmyallist3.1.1间接
npmyallist4.0.0间接
npmyallist5.0.0间接
npmyaml1.10.3间接
npmyargs17.7.2间接
npmyargs17.7.3间接
npmyargs-parser20.2.9间接
npmyargs-parser21.1.1间接
npmyjs13.6.27间接
npmyjs13.6.31间接
npmyocto-queue0.1.0间接
PyPIaiosqlite—间接
PyPIhatch-nodejs-version—间接
PyPIhatchling—间接
PyPIjupyterlab—间接
PyPIlanggraph-checkpoint-sqlite—间接
PyPIpytest-jupyter—间接
依赖安全公告 14

该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 1,251 个包，其中也包含从不交付的开发与测试版本固定：14 个存在已知公告，0 个为直接依赖。 有 21 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
brace-expansion2.0.2间接高25.0.7
glob10.4.5间接高111.1.0
js-yaml4.1.0间接高34.3.0
lodash-es4.17.21间接高34.18.0
minimatch9.0.3间接高310.2.3
minimatch9.0.5间接高310.2.3
picomatch4.0.3间接高24.0.4
serialize-javascript6.0.2间接高27.0.5
uuid8.3.2间接高113.0.1
vega5.33.1间接高16.2.0
vega-expression5.1.2间接高16.2.0
vega-functions5.18.1间接高16.1.1
ajv8.17.1间接中18.18.0
webpack5.102.0间接低25.104.1

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "10 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 10
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "at_risk",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 49,
            "inputs": {
              "merged_prs": 38,
              "open_issues": 23,
              "closed_issues": 10,
              "issue_closed_ratio": 0.303,
              "closed_unmerged_prs": 15
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "30% of issues closed",
                "points": 14.2,
                "status": "partial",
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                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 30
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "38/53 decided PRs merged",
                "points": 27.4,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 38,
                      "decided": 53
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 16/28 approved changesets -- score normalized to 5",
                "points": 7.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "followers": 59,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "jupyter-ai-contrib",
              "public_repos": 27,
              "account_age_days": 424
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "59 followers of jupyter-ai-contrib",
                "points": 12.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 59,
                      "login": "jupyter-ai-contrib"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "27 public repos, account ~1 yr old",
                "points": 12.9,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 27
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "@jupyter-ai/jupyternaut",
                "jupyter_ai_jupyternaut"
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              "ecosystems": "npm, pypi",
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              "min_days_since_publish": 120
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on npm, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "npm, pypi"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 120 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 120
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "12 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 12
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 57,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "6 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 6
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "25 out of 25 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "at_risk",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 57,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 46,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.6
            },
            "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "25 out of 25 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "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",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 16/28 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "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
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "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",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "21 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 1251 resolved dependencies against OSV; 21 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 1251
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 21
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 26,
              "affected_packages": 14,
              "assessed_packages": 1251,
              "unassessed_packages": 21,
              "affected_by_severity": "high 12, moderate 1, low 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 1251,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 14
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 68,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
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              "legible_history_share": 0.918,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 3440
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
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                  }
                ],
                "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": "45 of 49 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 45,
                      "sampled": 49
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                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
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              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
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              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.039
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
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  "warnings": [
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}

相关记录

与 jupyter-ai-contrib/jupyter-ai-jupyternaut 共享目录标签或生态系统的已检测仓库。 并排阅读 →

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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 — npm, PyPI.